Cybersecurity in the Age of Digital Acceleration: Navigating Risks and Strategies in the Post- Pandemic World

Cybersecurity in the Age of Digital Acceleration: Navigating Risks and Strategies in the Post- Pandemic World | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Cybersecurity in the Age of Digital Acceleration: Navigating Risks and Strategies in the Post- Pandemic World Neelesh Kumar Mishra, Swapnil Sahoo This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7385321/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The rapid acceleration of digitalization due to the COVID-19 pandemic has significantly reshaped cybersecurity dynamics. This study examines the evolving landscape of cybersecurity in the post-pandemic era, highlighting its critical role in digital transformation. The research explores cybersecurity's impact on business resilience, digital risk management, and the effectiveness of cybersecurity training and AI-driven security solutions. A structured literature review using the TCCM (Theory, Context, Characteristics, and Methodology) method is conducted. Relevant studies published between 2019, and May 2025 are analyzed using a systematic approach, including keyword searches across Scopus, EBSCO, ProQuest, and ScienceDirect. The inclusion criteria focused on cybersecurity's role in business digitalization, excluding studies on technical architectures and protocols. The study categorizes 36 key cybersecurity enablers into six thematic clusters, offering a structured taxonomy aligned with technological, organizational, and human-centric domains. It emphasizes emerging trends such as AI-driven threat detection, proactive security strategies, and integrated cybersecurity approaches for digital transformation and healthcare privacy. The findings emphasize the urgent need for organizations to prioritize cybersecurity as a core component of digital transformation. The study provides insights for policymakers, business leaders, and IT professionals on adopting holistic cybersecurity strategies to mitigate emerging threats. It also calls for enhanced cybersecurity governance, investment in cybersecurity training, and stronger regulatory frameworks. This research contributes to the existing literature by systematically analyzing post-pandemic cybersecurity challenges through the lens of digital transformation. Unlike previous studies that focus solely on cyber threats, this study integrates cybersecurity with business strategy, AI adoption, and managerial decision-making, offering a multidisciplinary perspective. Cybersecurity Emerging Technologies Rapid Digitalization security concerns Literature review Figures Figure 1 Figure 2 1 Introduction The COVID-19 pandemic has profoundly reshaped various aspects of human life, work, and social interactions (Khan et al., 2023 ). One of the most notable transformations during this time has been the widespread digitalization of businesses and organizations worldwide. As companies adapted to the challenges posed by the pandemic, they rapidly embraced new working methods such as remote work, digital communication, and virtual collaboration (Krawczyk-Sokołowska & Caputa, 2023 ). However, this swift digital transition has also exposed them to various new and potentially severe cyber threats, casting a shadow over our increasingly interconnected world (Kuzior et al., 2022 ). Hence, cybersecurity has emerged as a paramount concern for companies of all sizes, especially those venturing into new technologies and digital platforms (Niet et al., 2022 ). The paper delves into the profound impact of business digitalization, which has led to a significant upsurge in cyber threats. We emphasize the crucial role of cybersecurity as an integral component of an organization's digital transformation strategy. Recent high-profile cyberattacks serve as stark reminders of the vulnerability of companies to these threats (Samylovskaya et al., 2022 ). For instance, a security breach exposed the data of 57 million Über passengers and drivers while Russian hackers infiltrated the US power grid (Ngoc Thach et al., 2021 ; O'Brien et al., 2021). These incidents underscore the gravity of the threat and the pressing need for robust cybersecurity measures. Surprisingly, despite the substantial risks of cyber threats, many companies underestimate cybersecurity, often regarding it merely as a feature of their digital transformation journey (Bocayuva, 2021 ). While digitalization presents new opportunities and efficiencies, it simultaneously exposes businesses to risks they may not be adequately equipped to handle (Bocayuva, 2021 ; Kioskli et al., 2022 ). Numerous studies emphasize the significance of digital transformation and the adoption of innovative technologies and operational models (Banciu et al., 2023 ; Garcia-Perez et al., 2023 ; Krawczyk-Sokołowska & Caputa, 2023 ). A notable gap remains in comprehensively addressing the intersection of digitalization and cybersecurity in the post-COVID-19 era. This research endeavors to bridge this gap by systematically analyzing the evolving cyber threat landscape and the critical imperatives of cybersecurity within the digital transformation journey. To address the identified research gap, this study aims to answer the following key research questions: • How has the digitalization of businesses been associated with cyber threats? • What is the significance of cybersecurity as an integral component of an organization's digital transformation strategy in the post-pandemic era? • How have traditional metrics for evaluating company performance adapted to account for cybersecurity readiness and its impact on customer satisfaction, brand equity, and financial performance? We employ a structured literature review methodology to investigate these research questions, systematically analyzing papers published during and after the COVID-19 pandemic, focusing on cybersecurity. This approach entails the thorough review and synthesis of relevant scholarly articles, reports, and studies. Furthermore, we will provide insights into this study's research design, data collection, and analysis methods while acknowledging any limitations that may influence our findings (Diakoumakos et al., 2025 ). 2 Relevant studies and research questions Research related to cybersecurity implementation is identified and synthesized using a rigorous process as part of a rigorous process. As part of this review, two main objectives through five questions are to identify, classify, and summarize existing research on cybersecurity implementation and identify potential areas for future research (Alshahrani et al., 2023; Pilares et al., 2022). Each of the five stages of the study addresses a specific research objective. RQ1 : Cybersecurity post-pandemic digital transformation: who has published, when, and where? A literature review is conducted on the key terms: cyber security as a competitive advantage, information as a competitive advantage, data as a competitive advantage, Sources of competitive advantage in industry 4.0, and cyber security. These key terms ( cybersecurity, post-pandemic digital transformation) are searched across Scopus, EBSCO, ProQuest, and Science Direct. RQ2 : The research questions that have been addressed. To answer this question, the identified articles are analyzed to identify the research questions that have been addressed. The research questions are classified into different categories based on their themes. RQ3 : How has the topic been studied? What theoretical frameworks have been used? Based on the themes of the articles, frameworks and reference theories are identified and categorized into different categories to answer this question. RQ4 : How has the research been conducted? Based on Orlikowski & Baroudi's (1991) framework, which categorizes the research methods used in existing research in terms of conceptual and empirical categories, a survey of the articles is conducted to determine the methods that are used. RQ5 : Can existing research be used to conclude, and what are those? As a result of the article selection process, the findings from existing research will be summarized and synthesized to reach conclusions that are used to identify areas and opportunities for future research. Table 1 below Table 1indicates the Top Publishers and shortlisted studies from these journals. Table 1: Top Publishers in the area. Top Publishers Number of papers MDPI 8 Elsevier Ltd 5 Emerald Group Holdings Ltd. 4 John Wiley and Sons Inc 3 Springer Science and Business Media Deutschland GmbH 3 MDPI AG 3 Elsevier Inc. 3 Taylor and Francis Ltd. 3 BMJ Publishing Group 2 SAGE Publications Inc. 2 Table 1 indicates that the term cybersecurity is truly interdisciplinary and has impacts and constructs spanning many domains. Table 2 indicates the key parameters of the Prisma method and the criteria for inclusion and exclusion. Table 2: Inclusion and Exclusion criteria Inclusion Criteria Exclusion Criteria The paper must define cybersecurity and its framework in a business context. Papers focusing on architecture and protocols are excluded. The paper must be peer-reviewed in a conference proceeding or journal. Non-English papers. Relevance to our research questions Papers that are not relevant to our study are excluded. The research process began with an initial keyword search on selected platforms, which yielded a total of 632 studies, blogs, and chapters related to cybersecurity. After removing duplicates and including papers from 2019 to May 2025 to consider benchmark digitalization and cybersecurity studies, the numbers are reduced to 104. To supplement the literature review, forward and backward snowballing is used to identify additional relevant papers. The goal is to comprehensively review the literature on cybersecurity in a business context. A final set of 56 further-reading documents is selected based on inclusion and exclusion criteria. The observations and insights gathered from industries through surveys are mapped to the academic literature, and instances from various sectors are discussed to determine whether cybersecurity can be a source of competitive advantage and operational efficiency or whether it doesn't matter, depending on the industry. Following a detailed reading and analysis of the entire paper, we selected 30 articles for our final study, which is described in Appendix 1. 3 Literature review A relevant study recommended a transformative approach to supply chain management for Australian consumer goods organizations involving the integration of modern technologies like driverless trucks, drones, IoT, and cloud-based systems (Keshavarzi & Ghaffary, 2023 ). Similarly, other studies highlighted integrating digital technologies, such as blockchain, with operational capabilities to enhance productivity and efficiency (Erceylan et al., 2025 ; Johri & Kumar, 2023 ; Mishra et al., 2023 ). However, these studies often overlook the critical role of cybersecurity. Many companies rely on access management tools such as firewalls, encryption software, and user authentication to protect their systems (Hijji & Alam, 2022 ; Johri & Kumar, 2023 ). Nevertheless, cyber threats are rapidly evolving and can exploit any system weakness. Therefore, cybersecurity experts stress the importance of a comprehensive approach beyond access management. Furthermore, traditional metrics used to assess a company's performance may no longer be adequate in evaluating its cybersecurity posture. A company's perceived cybersecurity readiness can significantly impact customer satisfaction, brand equity, customer loyalty, and customer equity (Agrawal et al., 2022 ; University of North Texas et al., 2022 ). Security has become a fundamental factor in determining customer satisfaction (Evsutin & Dzhanashia, 2022 ). With digital transformation accelerating in response to the COVID-19 pandemic, new cyber threats continue to emerge. Consequently, cybersecurity must be recognized as a core capability deeply integrated into an organization's digital transformation strategy (Diepeveen & Pinet, 2022 ; Pilares et al., 2022 ). Companies must adopt a holistic approach to cybersecurity that encompasses prevention, detection, and recovery from cyber threats (Bocayuva, 2021 ). Reevaluating the relevance of metrics used to measure a company's performance, with cybersecurity as a critical component, is imperative. Failing to do so could severely affect a company's reputation, customer loyalty, and financial performance. Computer networks, mobile devices, servers, electronic systems, and data are protected with cyber security (Kechagias et al., 2022 ). Information protection in cyberspace is referred to as cybersecurity. In order to prevent unauthorized access, modification, or destruction, it entails guaranteeing the confidentiality, integrity, and availability of information. (Rodrigues et al., 2022 ). In other words, cybersecurity aims to protect digital information from any risk or intrusion. Some studies use the terms "cybersecurity" and "attack surveillance and response" interchangeably. This concept underscores the proactive aspects of cybersecurity, which entails avoiding attacks before they transpire, recognizing them as soon as feasible, and acting quickly to reduce the harm inflicted (Almeida et al., 2020 ). This strategy needs the implementation of cutting-edge technologies, best practices, and knowledge from competent individuals. The Committee on National Security Systems (CNSSI 4009 − 2015) emphasizes the vitality of acquiring electronic systems and communications services, especially the information they contain, from damage and disruption (Hoffmann et al., 2020 ). Additionally, this definition emphasizes the necessity of guaranteeing the data's accessibility, consistency, authorization, and secrecy and not being disregarded. The capacity to demonstrate that a given action or transaction is carried out by a specific person or institution, avoiding rejection or objections, is known as non-repudiation. The essential role of cybersecurity in protecting the network and data that support many facets of contemporary civilization is highlighted by this description. "The use of digital technologies has resulted in a significant increase in computer crime, computer hacking, and cyberterrorism" is how malicious attacks are defined (Markose, 2021 ). "Any illicit activity directed employing electronic operations that targets the security of computer systems and the data processed by them" is how the Council of Europe defines cybercrime (Clough, 2012 ; Hoffmann et al., 2020 ). Cybercrime has become dangerous to the financial sector, with criminals implementing various approaches to obtain inappropriate access to financial information and steal money from bank accounts (Naidoo, 2020 ). The information provided highlights the significance of cybersecurity in preserving a company's competitive advantage. The ability to proactively assess cybersecurity issues is a key driver for maintaining this competitive edge, as per previous findings (Carrapico & Farrand, 2020 ; Naidoo, 2020 ). The integration of cybersecurity strategies with organizational and information technology strategies are also recommended to enhance the performance of the complete manufacturing value chain (Agrawal et al., 2022 ). However, a survey study conducted by Deloitte (2018) reveals that 64% of organizational leaders perceive cybersecurity management to be "inadequate" (Ogbanufe et al., 2021 ; Onumo et al., 2021 ). Cyber-attacks' consequences can severely impact businesses, leading to massive losses and damages (Keshavarzi & Ghaffary, 2023 ; Markose, 2021 ). Such attacks can sabotage entire critical infrastructure, cause a denial of service of devices and networks, result in the theft of intellectual property and industrial trade secrets, lead to regulatory violations, and even create life-threatening situations for stakeholders(Keshavarzi & Ghaffary, 2023 ). Therefore, organizations must prioritize cybersecurity to avoid such consequences and protect their competitive position (Altmann et al., 2020 ; Uyheng et al., 2021 ). Sabotage of the entire critical infrastructure Denial of service of devices and networks Theft of intellectual property and industrial trade secrets Regulatory violations Life-threatening situations for stakeholders Defining the interrelated terms mentioned in the existing literature. 3.1 cybercrime Cybercrime is a growing threat to industries and individuals alike. It encompasses a range of illegal activities using computer systems and the Internet, including but not limited to fraud, identity theft, hacking, and cyberstalking (Naidoo, 2020 ). Phishing is one of the most common and effective forms of cybercrime, with attackers using legitimate emails and websites to trick unsuspecting victims into divulging sensitive information (Carrapico & Farrand, 2020 ; Naidoo, 2020 ). Over the past few years, malware and social engineering have been more commonly used strategies by hackers to breach secure networks and steal data. Cybercrime may have catastrophic effects on both businesses and individuals. Confidential data loss can cause enterprises to suffer adverse publicity, legal consequences, and monetary damages. (Carrapico & Farrand, 2020 ). Cybercrime can lead to identity theft, financial devastation, and mental misery for an individual. In addition, because cybercrime is sometimes transnational, it is challenging to find and prosecute offenders because attackers in one jurisdiction frequently target victims in another. (Carrapico & Farrand, 2020 ). With a substantial increase in reported attacks, the COVID-19 pandemic exacerbated cybercrime in 2020. Cybercriminals used an upsurge among individuals working from home and doing business online as an opportunity to start attempts at phishing and other types of cyberattacks. (Naidoo, 2020 ). Cybercrime has had a tremendous financial impact, with billions of dollars lost annually due to scams and different kinds of cybercrime. (Naidoo, 2020 ). Companies need to practice constant watchfulness to address cybercrime. Individuals and organizations must protect themselves from cybercriminals, including using strong passwords, keeping software up to date, and educating themselves about the latest threats(Carrapico & Farrand, 2020 ). 3.2 Cyber-attacks (mostly political attacks) A growing number of cyber-attacks occurred after the rapid digitalization brought on by COVID-19. The shift to remote work has created new vulnerabilities for businesses and individuals, and cybercriminals have quickly exploited these weaknesses (Keshavarzi & Ghaffary, 2023 ). Political attacks have also increased frequently as governments and other organizations attempt to gain an advantage in an increasingly competitive global landscape (Johri & Kumar, 2023 ). One of the most significant impacts of these attacks is the financial cost to businesses and individuals. The NotPetya attack resulted in damages believed to be worth over $ 10 billion. (Keshavarzi & Ghaffary, 2023 ). Companies can be destroyed by this kind of financial damage, especially smaller ones that might not be able to recover from such an attack properly. Cyberattacks can substantially negatively impact the operations of organizations and vital infrastructure in addition to the financial cost. (Hijji & Alam, 2022 ). For instance, the NotPetya attack's disruption impacted hospitals, shipping ports, and other crucial services. Cyberattacks may additionally have a detrimental impact on people, particularly when susceptible information is exposed. (Pilares et al., 2022 ). People are increasingly revealing confidential data online, such as credit card numbers and home addresses, as telecommuting for work and online shopping expands in prevalence. These details may be stolen in a successful cyberattack and used for identity theft and other types of fraud. (Evsutin & Dzhanashia, 2022 ). The prevalence of cyberattacks, notably those with sociopolitical enthusiasm, is rising in the post-COVID-19 digital environment. (Carrapico & Farrand, 2020 ; Naidoo, 2020 ). The financial and operational impact of these attacks can devastate businesses and individuals. Security protocols must be implemented, and employees should be educated on best practices for cybersecurity if organizations wish to protect themselves from these threats (Naidoo, 2020 ). 3.3 Cyberterrorism With the rapid digitalization of society, cyberterrorism has become an increasingly pressing concern since COVID-19 (Markose, 2021 ). Cyberterrorism can have serious consequences on both people and businesses. Cyberterrorism can be used to steal social security information, credit card numbers, and medical details. (Naidoo, 2020 ). Vandalism of identities, money fraud, and other bad intentions exploit this information. Cyberterrorism can also cause psychological injury since victims might feel anxious, afraid, or violated. Cyberterrorism causes considerable revenue losses, harms one's reputation, and disrupts vital infrastructure for several businesses. For instance, the 2014 Sony Pictures hack saw the theft of private information and the publication of humiliating emails, which substantially negatively affected the company's prestige. (Agelidis, 2016 ). Cyberterrorism can also impact financial markets and society's safety, in addition to disrupting vital infrastructure. 3.4 Information security Information security protects important information against unlawful use, access, disclosure, interruption, alteration, or destruction (Bygrave, 2025 ). Various techniques, methods, and legislation protect data, applications, and infrastructure from online threats. Information security's main objective is to guarantee data availability, confidentiality, and integrity. (Banciu et al., 2023 ). Challenges concerning data integrity can take many different forms, including psychological manipulation, malware, phishing, hacking, and physical theft. Adequate information security requires a holistic approach that includes risk assessment, threat detection, incident response, and ongoing monitoring and evaluation (Osmanlliu et al., 2022 ; Zacharis et al., 2024 ). A professional responsible for information security implements and maintains security measures (Dwivedi, 2024 ). They work to identify vulnerabilities, implement security controls, and ensure that employees are trained to follow security policies and procedures. They also play a critical role in responding to security incidents and mitigating the impact of any breaches. Table 3 indicates the fundamental difference between cyber security and Information security. Table 3 Comparison between Cyber Security and Information Security criteria Cyber Security Information Security Scope Cybersecurity protects data, storage sources, devices, and other cyberspace assets against attacks. An information security program protects data from any threat, regardless of whether the data is digital or analog. Deals with Security in cyberspace pertains to preventing, detecting, and investigating cybercrime and cyber fraud. It deals with unauthorized access, disclosure, modification, and disruption of information. Handled via Secure data is handled by professionals specifically trained to deal with advanced persistent threats (APTs). Putting the foundation of information security in the hands of professionals trained to prioritize resources first and lay the foundation for data security. Data, storage sources, devices, and other digital assets are among the things that cyber security primarily focuses on protecting against attacks in cyberspace (Landauer et al., 2025 ). Security in cyberspace relates to cybercrime, cyberfrauds, and law enforcement (Brinker, 2024 ; Kechagias et al., 2022 ). On the other hand, information security is concerned with protecting data from any form of threat, whether analog or digital (Ngoc Thach et al., 2021 ). Information security experts lay the foundation for data security and prioritize resources by preventing unauthorized access, disclosure, modification, and disruption. (Kechagias et al., 2022 ; Ngoc Thach et al., 2021 ). Cyber and information security deal with protecting data, but they differ in scope and focus. 4 Findings We first develop the understanding of different terms used under Cyber security. Cyber security is more specialized in protecting against digital threats in cyberspace, while information security is broader in scope and protects data from all threats. Table 3 Cyber security terms and characteristics Parameters Cybercrime Cyber-attacks Cyberterrorism Information Security Nature of Threat Involves illegal activities like fraud, identity theft, hacking, and cyberstalking. Encompasses criminal and politically motivated actions, exploiting vulnerabilities. Utilizes cyber techniques for ideological, political, or religious objectives. Focuses on safeguarding data, applications, and infrastructure from unauthorized access. Motivation and Intent Primarily driven by financial gain. Varied motivations, including financial gain, geopolitical advantage, or disruption. Motivated by political, ideological, or religious goals to cause fear or harm. Aims to ensure confidentiality, integrity, and availability of data. Scope and Targets Targets individuals and organizations for financial gain. It can target businesses, governments, and critical infrastructure with varying motives. Targets individuals, businesses, or governments with broader socio-political impact. It focuses on protecting sensitive information and critical infrastructure. Methods and Techniques Uses tactics like phishing, malware, and social engineering. Employs methods like malware, DDoS attacks, and ransomware to compromise systems. It involves advanced hacking techniques, potentially targeting critical infrastructure. Utilizes a holistic approach involving risk assessment, threat detection, and incident response. Global Impact Has a global impact, affecting individuals and organizations worldwide. It can have significant global consequences, impacting economies and national security. Poses a global threat, affecting governments and international relations. An essential aspect of global cybersecurity efforts. 4.1 Cybersecurity and digital transformation. Studies focused on identifying cyber impediments that influence the deployment of autonomous vehicles (Chiara, 2024 ). Others investigated customer value, organizations, and emerging market banking activities in response to digital transformation. The research papers cover a wide range of cybersecurity and digital transformation topics (Boeken, 2024 ). Digital transformation's impact on organizations, challenges and vulnerabilities of industries posed by cyber threats, and cybersecurity frameworks and solutions are some of the areas of interest. Other research areas include digital technology in emerging markets, cybersecurity awareness, and cybersecurity training. Additionally, some papers investigate the prevalence and tactics of bot-fueled disinformation and the acceptability of contact tracing apps during the pandemic. The research papers indicate a growing interest in understanding cybersecurity's complex and evolving nature in the context of digital transformation and the need for practical solutions to address cyber threats in various industries and sectors. Multiple studies have considered the below research areas : The COVID-19 pandemic occurred, how are customer relationships impacted by awareness of network potential and the ability to use it? Do online-mediated relationships affect customer value in terms of threats and benefits. The impact of cybersecurity training on investment in cybersecurity, particularly intellectual capital development The impact of digital transformation on organizations. The cybersecurity challenges in the maritime industry, and how can they be addressed. COVID Alert app use, knowledge, and concerns. The predictors of app downloads. How we increase social acceptance of such tools. Digital energy platforms affect public values. Three studies have considered cybersecurity and digital transformation in banking: customer awareness and satisfaction. Four studies have considered topics related to the essential components of a cybersecurity framework. Five studies have cyber impediments are critical to vaccination software deployment, and how do they impact operations? Six studies have a common agenda of organizations effectively manage cybersecurity challenges during the COVID-19 pandemic. What impact do cybersecurity awareness and training have on employees' cybersecurity capability. Seven studies are on a similar topic on digital entrepreneurship areas and technologies evolving during COVID-19. 4.2 Theories used by the researchers. Based on the given data points, various theories have been applied in the research on cybersecurity-related digital transformation. Out of the 30 data papers, the theories used in the documents can be grouped as follows: Table 4 Theories applied in the papers Sl No. Name of the Theory Number of Studies using the theory 1 Cybersecurity theory 2 2 Theory of customer value and network potential 2 3 Intellectual capital management 2 4 Diffusion of Innovations theory 1 5 “Cognitive mapping and decision-making trial and evaluation laboratory (DEMATEL)” 1 6 Social Cybersecurity analysis 1 7 Privacy-by-Design approach 1 8 Digital watermarking 1 9 Theoretical effectiveness of the contact-tracing app 1 10 Historical and discursive institutionalism 1 11 CAT framework for cybersecurity awareness and training 1 12 Novel public value framework 1 13 Industry 4.0 with legal informatics 1 14 Contextualized view of misinformation and broad view of digital literacy 1 Some papers use exploratory and experimental methods. 4.3 Analysis of Methodology Used in the Research Paper The methodology used in studies related to cybersecurity in the context of digital transformation varied, according to the 30 data points analyzed. Table 5 Methodologies applied in the papers Methodology Number of Studies Analysis 3 Case study 3 Systematic review 2 Partial least square structural equation modeling 1 Ontology development 1 ANOVA and bivariate regression analysis 1 Econometric model and quantile regressions 1 CAT framework evaluation 1 Online consultations 1 Literature review and analysis 1 A qualitative approach with semi-structured interviews 1 Systematic review and classification 1 Textual analysis 1 Theoretical analysis and empirical evidence 1 Online Delphi method 1 Large-scale, multicountry study with anonymous online surveys 1 Exploratory study 1 Table 5 indicates that Statistical analysis, partial least square structural equation modeling, empirical studies, case studies, systematic reviews, and qualitative approaches with semi-structured interviews are used in different studies. Some studies used econometric models and quantile regressions to analyze digitization processes' sigma convergence. In contrast, others used a combination of theoretical analysis and empirical evidence. Additionally, existing digital watermarking schemes are reviewed and classified based on their robustness against attacks. The research papers analyzed the experience of Russian companies in digital technology adoption and the purchasing process in the e-commerce industry in Poland (Uyheng et al., 2021 ). Some studies used the SecTro tool to provide a thorough analysis. Thematic analysis of cybercrime scam documents from COVID-19 is conducted by others (Modgil et al., 2022 ). Large-scale, multicounty studies are conducted using anonymous online surveys and the online Delphi method. Young people's perspectives on digital literacy and how they can contribute to solving the misinformation problem are examined in the studies. Ontology development focusing on ransomware attacks, cognitive mapping, and the DEMATEL method to analyze management function through digital transformation pillars are also used. 4.4 Bibliometric analysis of initial 104 articles. To understand trends in cybersecurity, we conducted a bibliometric analysis of initially selected 104 selected articles. Bibliographic coupling is a technique used in bibliometrics to identify and measure the relationships between documents based on the commonality of their references. Analysis of keywords 4.4.1 Bibliometric analysis of top keywords 4.4.2 Bibliographic analysis of co-occurrence of Countries of study 4.4.3 Bibliographic coupling analysis of citations count Each document's importance can be determined based on its citation count, which indicates the article's citation by other papers. Higher citation counts generally suggest that a document has had a greater impact on the field and has been more influential in shaping the research discourse. The most significant work on this list is Altmann's article from 2020, which has received 206 citations. This implies that the paper made a substantial contribution to the field and influenced the direction of the research debate. Similarly, Litvinenko's paper from 2020, which has received 162 citations, is the second-most significant work. Table 6 Analysis of top citations The documents having 15 or more citations Citations Altmann (2020) 206 litvinenko Vs. (2020) 162 almeida f. (2020) 122 Chatfield a. 2015) 83 Naidoo r. ( 2020 ) 70 De la pena zarsudlo’ (2020) 58 Kappelman I. (2019) 42 Modgils. (2022) 32 Westerlund m. (2020) 31 Mendhurwar 5. (2021) 27 Malik h. (2022) 27 Natsiavas p. (2018) 25 Andriole S. (2018) 24 Al-qudah a.a. (2022) 23 Amylovskaya s. 2022) 21 Tan (2022) 20 Dela peia zarzuelo’, 2021) 18 Carrero (2019) 16 Echagies ep, 2122) 15 Lee i. (2021) 15 This bibliographic coupling result provides insights into the field's most important and influential papers and the current trends and research directions. Further, we analyzed 30 selected articles in the below segment. 4.5 Countries that are more involved in studies in selected 30 articles Table 7 Countries where the studies are organized Research conclusions are drawn from 30 articles selected for review. Country of Study Number of Studies United Kingdom 2 United States 1 New Zealand 1 Australia 1 Poland 1 Saudi Arabia 1 Canada 1 Russia 1 Singapore 1 European Union 1 Vietnam 1 Table 8 Key findings of the papers Sl No. The key findings of the study Author name 1 Educated vehicles' comprehension and cybersecurity knowledge reduce the significance of cyber barriers. Cyber barriers and Automated Vehicle deployments are perceived differently by gender, age, income, and location. Khan et al. ( 2023 ) 2 Awareness of network potential is important for building sustainable and profitable relationships with customers, including an awareness of the security of online-mediated relationships. Krawczyk-Sokołowska & Caputa, ( 2023 ) 3 Cybersecurity management capabilities and investments strongly correlate with board perceptions of a changing cybersecurity risk climate. Information security training efforts for critical infrastructure organizations correlate with changes in investment. Garcia-Perez et al., ( 2023 ) 4 By integrating cybersecurity experts and knowledge-based systems, the Rantology framework identifies sensitive surveillance points and assesses the maliciousness of programs. Keshavarzi & Ghaffary, ( 2023 ) 5 All management functions, including cybersecurity, require a balanced approach. Banciu et al., ( 2023 ) 6 Providing regular training programs to protect customers from cyberattacks would improve customer satisfaction in terms of security level. Customers would be more satisfied with digital transactions if they are more aware of cyberattacks, phishing, and hacking. Johri & Kumar, ( 2023 ) 7 As far as internet use for digital transactions is concerned, high levels of convergence are found between studied countries. According to the study, digitalization impacts economic transformations and digital development for countries at different levels of digitalization development. Kuzior et al. ( 2022 ) 8 Cybersecurity issues and challenges can be addressed effectively with the proposed CAT framework. Hijji & Alam, ( 2022 ) 9 Cybersecurity and unequal access are other issues young people face in the public sphere. Diepeveen & Pinet, ( 2022 ) 10 The company is able to assess its current cybersecurity status, determine security gaps, and mitigate cyber risks. Kechagias et al. ( 2022 ) 11 The paper identifies security and privacy challenges and vulnerabilities of Living Labs in healthcare. Kioskli et al. ( 2022 ) 12 Fourteen major challenges need to be addressed for EHR adoption, including privacy, security, and interoperability. EHRChain, a new framework based on dual blockchains, can address these challenges simultaneously to improve EHR adoption while ensuring robustness against cyberattacks. Pilares et al. ( 2022 ) 13 This study identifies factors influencing app uptake and predictors, as well as ways to promote social acceptance of such tools. Tan et 2020 toal. (2022) 14 Three value tensions emerge as sustainability is prioritized, security is broadened to include cybersecurity, and values applicable to digital technologies are applied to energy. Osmanlliu et al. ( 2022 ) 15 The banking sector adopted AI, digital transformation, and cybersecurity to maintain data security. Niet et al. ( 2022 ) 16 The study includes the top IT management issues, investments, and technical skills in 2021, the common criteria for assessing CIO performance, and statistics related to CIO tenure and reporting structure. Rodrigues et al. ( 2022 ) 17 Russian companies are actively introducing digitalization into general enterprise management but face constraints such as a lack of qualified personnel, material/technical resources, and cybersecurity threats. Kappelman et al. ( 2019 ) 18 Pedagogical, social media, FinTech, gaming, cybersecurity, diagnostics, over-the-top, contactless payment, and contactless delivery opportunities. Samylovskaya et al., ( 2022 ) 19 Legal firms at the nascent development stage must adopt Industry 4.0 technologies like AI, Big Data, and Cloud Computing. Modgil et al. ( 2022 ) 20 It is lacking a comprehensive analysis of how robust digital watermarking schemes are. Researchers may find it useful to classify digital watermarking schemes according to their robustness against different types of attacks. Based on the study, the most promising solutions that could improve robustness are highlighted. Agrawal et al. ( 2022 ) 21 The majority of participating accounts, 26.99%, used simpler and more abusive language and hashtags related to COVID-19 and election activity. Evsutin & Dzhanashia ( 2022 ) 22 Considering cybersecurity in the port sector due to digital transformation and potential vulnerabilities is important. Uyheng et al. ( 2021 ) 23 We propose a unitary Gödel-Turing-Post recursive mechanism for social cognition in the Adaptive secure System and Mirror Neuron System. Bocayuva ( 2021 ) 24 The financial industry can benefit from the use of Big Data, Cloud Computing, Machine Learning, IoT, AI, Business Intelligence, Data Mining, and Blockchain technologies. Markose ( 2021 ) 25 The framework to guide cybersecurity in healthcare worldwide is based on the “Essentials of Cybersecurity in Healthcare Organizations (ECHO).” Ngoc Thach et al. ( 2021 ) 26 Security and privacy concerns are the main obstacles to adoption in all countries and subgroups. O'Brien et al. (2021) 27 Digital transformation will encourage new digital products and services and foster new talent, with cybersecurity and privacy as key elements supporting technology solutions. Altmann et al. ( 2020 ) 28 COVID-19-related cybercrime analysis highlights the diversity and breadth of the crimes as well as their evolution over time. Almeida et al. ( 2020 ) 29 As we change the trust relationship between social media platforms, public-private partnerships should be positioned at the heart of cybersecurity. Naidoo ( 2020 ) 30 Analysis of Pre-existing trends is essential to understanding COVID-19's response. Carrapico & Farrand, ( 2020 ). 5 Discussion The 30 studies cover various topics related to cybersecurity, digital transformation, and emerging technologies in various sectors. To summarize the findings in a tabular format: Table 9 Grouping the findings Topic Findings Cyber barriers Education level decreases the significance of cyber barriers, while Automated Vehicles' comprehension and cybersecurity knowledge increase it. Gender, age, income, and location influence perceptions of cyber barriers and automated vehicles. Online-mediated relationships Awareness of network potential is important for building sustainable and profitable customer relationships. The risk of online-mediated relationships significantly impacts customer relations and company value (Haugli-Sandvik et al., 2024 ). Cybersecurity management capabilities Cybersecurity management capabilities and investments are strongly correlated with the board's perception of the cybersecurity risk climate. Critical infrastructure cybersecurity training Efforts placed in cybersecurity training for critical infrastructure employees positively correlate with changes in investment, particularly intellectual capital development efforts. Maliciousness assessment Cybersecurity experts can use rantology to assess programs' maliciousness, integrate knowledge-based systems, and identify surveillance targets. Effective management Managing cybersecurity effectively requires a balanced approach to all functions. Customer satisfaction and cybersecurity In order to protect customers from cyberattacks, banks should provide regular training programs on security-level aspects. Satisfaction with digital transactions is positively influenced by customer awareness of cyberattacks, phishing, and hacking activities. Digitalization and economic transformations Internet use for digital transactions converges across studied countries. Digitalization impacts economic transformations and digital development across countries. Employee Capability and Cybersecurity Cybersecurity issues and challenges are effectively identified and trained using the CAT framework. Misinformation and digital literacy Cybersecurity and unequal access intersect with misinformation for young people and need training. Cybersecurity assessment and mitigation Company assessment of current cybersecurity status, identifying security gaps, and mitigating cyber risks are necessary. Security and privacy challenges in healthcare Security and privacy challenges and vulnerabilities of Living Labs in healthcare identified. EHR adoption challenges Fourteen major challenges need to be addressed for EHR adoption, including privacy, security, and interoperability. EHRChain, a new framework based on dual blockchains, can address these challenges simultaneously to improve EHR adoption while ensuring robustness against cyberattacks. COVID-19 contact tracing app Security, data confidentiality, privacy loss, and geolocation concerns influenced app downloads the most. Nine characteristics are identified as predictors of app adoption. Four key themes are identified to promote the social acceptability of such tools. Value tensions Three value tensions resulted from prioritizing sustainability, expanding security to include cyber-security, and recognizing digital technologies relevant to the energy system. Decision-support model An artificial intelligence-based decision-support model is developed to enhance data security and customer confidence in the banking industry. IT management and CIO performance An analysis of the top IT management issues, investments, and technical skills expected in 2021, as well as the most commonly used criteria for assessing CIO performance and statistics related to CIOs' tenure and reporting structure, is provided. 5.1 Cybersecurity and digitalization related to space: · There is an association between education level, Automated Vehicles comprehension, and cybersecurity knowledge, while demographic factors influence perceptions of cyber barriers and the deployment of Automated Vehicles. · Balanced cybersecurity procedures are essential to recognizing network potential and managing it effectively. · A regular training program can safeguard customers from cyberattacks and enhance customer satisfaction with bank security-level aspects. · EHR adoption faces challenges in privacy, security, and interoperability, and EHRChain can address these challenges simultaneously to improve adoption while ensuring robustness against cyberattacks. · The study develops a decision-support model to integrate AI, digital transformation, and cybersecurity into financial services while maintaining customer trust and data security. · There are several limitations to implementing digitalization in the Russian business community, such as a shortage of qualified personnel, materials, and technical resources. · For legal firms at the nascent stage of development, Industry 4.0 technologies play a crucial role. · Due to digital transformation and potential vulnerabilities, the port sector should consider cybersecurity. · Financial institutions can improve cybersecurity risk management by deploying technologies like Big Data, Cloud Computing, Machine Learning, IoT, AI, and Business Intelligence (Ksibi et al., 2025). · An ECHO framework is developed to guide cybersecurity in healthcare worldwide. 5.2 Cybersecurity and Social Issues: · Misinformation intersects with cybersecurity and equal access issues for young people in the digital public sphere. · Most participants are bots, using simple language and hashtags related to COVID-19 and voting. · Public-private partnerships are at the heart of cybersecurity policy and reinforce existing trends. Social media platforms require greater oversight due to a changing trust relationship. · Analysis of COVID-19-related cybercrime shows the breadth and diversity of the crimes and how they continually evolve in response to changing situational factors. 5.3 Cybersecurity and Technology: · Cybersecurity experts can use the Rantology framework to assess the maliciousness of programs, facilitate interoperability between them, and identify sensitive surveillance points. · Researchers could choose digital watermarking schemes based on robustness against attacks. · This paper proposes the existence of unitary Gödel-Turing-Post recursive machinery in the Mirror Neuron System and Adaptive Immune System for social cognition, with testable implications for the pathology of COVID-19. 5.4 Cybersecurity and Economy: · A high level of convergence is found between the studied countries regarding Internet usage for digital transactions. In countries with different levels of digitalization, digitalization impacts economic transformations and digital development. · The future of digital entrepreneurship includes EdTech, FinTech, cybersecurity, diagnostics, virtual care, fitness, gaming, social media, contactless delivery, payment methods, and augmented reality. · Three tensions exist between sustainability, security, and cyber security in the energy system, resulting in three value tensions. 5.5 Cybersecurity and Management: · Cybersecurity management capabilities and investments strongly correlate with board perceptions of cybersecurity risk climate change. Cybersecurity training efforts positively correlate with changes in investment in cybersecurity, especially intellectual capital development in critical infrastructure organizations. · The study includes the top IT management issues, investments, and technical skills in 2021, the common criteria for assessing CIO performance, and statistics. 5.6 Grouping the results based on the application Group 1: Importance of cybersecurity in various industries and sectors Cybersecurity is a critical consideration for various industries and sectors, with the importance of cyber barriers affected by factors such as education level, Automated Vehicles' comprehension, and cybersecurity knowledge. The awareness of network potential is crucial for building sustainable and profitable customer relationships, and investments in cybersecurity and management capabilities are correlated. Cybersecurity training can affect investment, and effective management requires a balanced approach to all functions, including cybersecurity procedures. The banks should train their customers on digital transactions to prevent cyberattacks and increase satisfaction. Living Labs in healthcare face security and privacy challenges and vulnerabilities, which can be addressed by EHRChain, a new framework based on dual blockchains (Pilares et al., 2022). Legal firms can benefit from including Artificial Intelligence and Cloud Computing. The port sector must consider cybersecurity due to digital transformation and potential vulnerabilities. Financial risk management can be improved through Big Data, Cloud Computing, Machine Learning, IoT, AI, Business Intelligence, Data Mining, and Blockchain Technologies. The development of the “Essentials of Cybersecurity in Healthcare Organizations (ECHO)” framework serves as a planning tool to guide cybersecurity in healthcare globally. Lastly, cybersecurity and privacy concerns are the main barriers to adopting digital products and services. Group 2: Emerging trends and opportunities in digital technologies The increasing Internet use for digital transactions has led to a convergence between countries. This digitalization has also led to economic transformations and increased levels of digital development. Cybercrime, misinformation, and unequal access are issues young people face in the digital public sphere. Despite these challenges, there are emerging digital entrepreneurship opportunities in various fields, such as EdTech, diagnostics, virtual care, fitness, gaming, cybersecurity, social media, FinTech, contactless delivery, payment methods, and augmented reality. The digital transformation will encourage the development of new digital products and services, foster new talent, and support technology solutions focusing on cybersecurity and privacy. Group 3: COVID-19 and its Impact on Cybersecurity The COVID-19 pandemic has significantly impacted cybersecurity, leading to a wide range of cybercrimes that continually evolve in response to changing situational factors. This reinforces existing trends in the field of cybersecurity, making public-private partnerships essential in developing effective policies. Social media platforms require greater oversight due to changing trust relationships. Based on the paper's findings, it is necessary to consider pre-existing cybersecurity trends to understand the response to COVID-19 better. Group 4: AI and other technological developments in various fields The study proposes several frameworks and models to tackle different issues in various fields. Additionally, a decision-support model is developed that integrates AI, digital transformation, and cybersecurity into banking while maintaining customer trust and data security. A unitary Gödel-Turing-Post recursive machinery has been proposed for social cognition in the Adaptive Immune System and Mirror Neuron System, with testable implications for COVID-19. Finally, the study stresses the need for a comprehensive analysis of the robustness of existing digital watermarking schemes against different types of attacks. It highlights promising solutions that could improve robustness. Figure 2 illustrates the categorization of 36 key cybersecurity enablers into six thematic clusters, highlighting their relevance across technological, organizational, and human-centric domains. This taxonomy supports structured research by aligning emerging trends and core challenges within the cybersecurity landscape. 6 Implications, Limitations, and Future Directions There are several managerial and theoretical implications of the systematic literature review on cybersecurity post-pandemic rapid digitalization. Critical challenges and vulnerabilities must be identified and addressed in different industries, such as healthcare and banking, to ensure the secure adoption of new technologies. The study emphasizes digital literacy, cybersecurity management capabilities, and employee training for organizations to enhance cybersecurity measures. The report emphasizes cybersecurity procedures and regular assessments of current cybersecurity status as part of a balanced management approach. Among the managerial implications of this study is the development of decision-support models for industries like banking, which incorporate AI, digital transformation, and cybersecurity while maintaining data security and customer trust. Investing in cybersecurity training for critical infrastructure employees can positively correlate with changes in investment, particularly intellectual capital development. According to the findings, companies must also assess their cybersecurity status, identify security gaps, and mitigate cyber risks to protect themselves from cyberattacks. Additionally, the study emphasizes the importance of incorporating cybersecurity and other relevant digital technologies into security while prioritizing sustainability. 6.1 Theoretical implications The study on cyber security post-pandemic rapid digitalization has several theoretical or academic implications that can advance the current knowledge and understanding of cyber security in the digital era. The study, in particular, illustrates the significance of thoroughly examining the resilience of various threats. Future research should develop a classification of digital watermarking schemes to help researchers choose a robust scheme against multiple types of attacks. Additionally, future research may explore solutions that could improve robustness. This can contribute to developing more effective digital watermarking schemes for secure digital communications. Secondly, the study highlights the importance of a decision-support model for incorporating AI, digital transformation, and cybersecurity while maintaining data security and customer trust. It indicates that subsequent research can concentrate on creating decision-support models for other industries so they can adopt artificial intelligence, digitization, and cybersecurity while retaining data security and customer trust. Future studies can also examine the efficacy of the suggested decision-support model and how it can be modified for use in various sectors. This can help numerous sectors improve their cybersecurity measures by creating more useful decision-support models. 6.2 Managerial implications The study on cybersecurity amid rapid post-pandemic digitalization yields essential managerial insights. It underscores the interconnection between employee competence and cybersecurity, emphasizing the need for investment in training programs to fortify cybersecurity cultures. Additionally, the study reveals the impact of cybersecurity investments on climate change-related cyber risk assessments by boards, urging firms to prioritize cybersecurity resources. Furthermore, it advocates for ongoing cybersecurity assessments to detect vulnerabilities and proactively address emerging threats. Lastly, the study highlights the importance of digital literacy, including data literacy and digital citizenship, in preventing cyberattacks and misinformation, suggesting regular employee training and broader public education efforts. 7 Limitations, Future directions and conclusion The literature review on post-pandemic cybersecurity amid rapid digitalization offers valuable insights into industry challenges and the role of cybersecurity. Still, it can be improved by expanding the review to include more sources and databases would provide a comprehensive analysis of cybersecurity threats. Furthermore, future research should address emerging threats using technologies like AI, blockchain, and quantum computing. The review identifies gaps in the literature, particularly the need for robust analyses of digital watermarking schemes and greater attention to ethical considerations. Future studies should explore cybersecurity's ethical implications. Investigating cyber security's impact on organizational performance and societal well-being and fostering collaboration between sectors for shared cybersecurity plans are important avenues for further research. Additionally, exploring advanced technologies like blockchain and machine learning to enhance cybersecurity is a compelling research prospect. This comprehensive assessment of the literature underlines the fundamental significance of cybersecurity in the post-pandemic, rapid digitalization era. The board's view of changes in the cybersecurity risk environment is positively connected with cybersecurity management capabilities and investments. The study also shows that all functions, including cybersecurity practices, require a balanced approach for efficient management. The importance of assessing the current cybersecurity status, determining security gaps, and mitigating cyber risks is also highlighted. A critical element of cybersecurity challenges facing organizations is employee capability. However, the study has limitations, including a limited focus on certain industries, such as healthcare and banking, and a potential bias toward academic literature. Additionally, the study only considers literature published up to a specific point, and more recent literature may provide different insights into the research topic. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-7385321","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":507740820,"identity":"f0ea4c4c-508a-4e4a-a6e4-ef7b94a25b8b","order_by":0,"name":"Neelesh Kumar Mishra","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA70lEQVRIiWNgGAWjYDACZuYDBxIqbGBcCwY2MG2ARws7W+KDD2fSGKBKJYjQws+jbDiz7TBCC0Fg3szDJs1z5ry8/Pzehx8Y2yTy+RiYH35gKLiDU4vMYd5j0jwVtw03HGM3lmA4I2HZxsAGZBg8w6lFgpkvDWjLbcYNbGxAV1VIGAAdaAb0y2E8WnjMpHnbztnPb2Nj/sFgANLC/o2QFmOg9w8kNhxjY4PawkPIFnAgJydvOJbGZpFwBqiFmadYIgGfFv7DoKi0s53ffIz5xsc2GwP59vaNHz78wa0FFSSACGYYYxSMglEwCkYB2QAAALZFdS9to7YAAAAASUVORK5CYII=","orcid":"","institution":"Xavier School of Management","correspondingAuthor":true,"prefix":"","firstName":"Neelesh","middleName":"Kumar","lastName":"Mishra","suffix":""},{"id":507740822,"identity":"4a653f62-1f6f-438b-af77-acc30d917474","order_by":1,"name":"Swapnil Sahoo","email":"","orcid":"","institution":"Great Lakes Institute of Management","correspondingAuthor":false,"prefix":"","firstName":"Swapnil","middleName":"","lastName":"Sahoo","suffix":""}],"badges":[],"createdAt":"2025-08-16 06:08:14","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-7385321/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-7385321/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":90393456,"identity":"8d4962e1-1190-4c43-834c-23a69650ef96","added_by":"auto","created_at":"2025-09-02 09:04:52","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":163287,"visible":true,"origin":"","legend":"\u003cp\u003ePrisma flow diagram of Paper selection\u003c/p\u003e","description":"","filename":"Fig1.png","url":"https://assets-eu.researchsquare.com/files/rs-7385321/v1/a43169f6605fc6d5f021c313.png"},{"id":90393452,"identity":"dc945fb5-f775-4d4a-8809-a02ee4d7f502","added_by":"auto","created_at":"2025-09-02 09:04:52","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":162401,"visible":true,"origin":"","legend":"\u003cp\u003eCybersecurity enablers for across Thematic Domains\u003c/p\u003e","description":"","filename":"Fig2.png","url":"https://assets-eu.researchsquare.com/files/rs-7385321/v1/cbfd7abffc1b11fd1336e85f.png"},{"id":95604441,"identity":"204ca7bc-15c4-4515-be39-ca64819747c4","added_by":"auto","created_at":"2025-11-11 06:39:09","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":1890299,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-7385321/v1/0be450bd-7d43-48bc-8b76-057882355509.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Cybersecurity in the Age of Digital Acceleration: Navigating Risks and Strategies in the Post- Pandemic World","fulltext":[{"header":"1 Introduction","content":"\u003cp\u003eThe COVID-19 pandemic has profoundly reshaped various aspects of human life, work, and social interactions (Khan et al., \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e). One of the most notable transformations during this time has been the widespread digitalization of businesses and organizations worldwide. As companies adapted to the challenges posed by the pandemic, they rapidly embraced new working methods such as remote work, digital communication, and virtual collaboration (Krawczyk-Sokołowska \u0026amp; Caputa, \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e). However, this swift digital transition has also exposed them to various new and potentially severe cyber threats, casting a shadow over our increasingly interconnected world (Kuzior et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e). Hence, cybersecurity has emerged as a paramount concern for companies of all sizes, especially those venturing into new technologies and digital platforms (Niet et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\n\u003cp\u003eThe paper delves into the profound impact of business digitalization, which has led to a significant upsurge in cyber threats. We emphasize the crucial role of cybersecurity as an integral component of an organization\u0026apos;s digital transformation strategy. Recent high-profile cyberattacks serve as stark reminders of the vulnerability of companies to these threats (Samylovskaya et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e). For instance, a security breach exposed the data of 57 million \u0026Uuml;ber passengers and drivers while Russian hackers infiltrated the US power grid (Ngoc Thach et al., \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e; O\u0026apos;Brien et al., 2021). These incidents underscore the gravity of the threat and the pressing need for robust cybersecurity measures. Surprisingly, despite the substantial risks of cyber threats, many companies underestimate cybersecurity, often regarding it merely as a feature of their digital transformation journey (Bocayuva, \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e). While digitalization presents new opportunities and efficiencies, it simultaneously exposes businesses to risks they may not be adequately equipped to handle (Bocayuva, \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e; Kioskli et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\n\u003cp\u003eNumerous studies emphasize the significance of digital transformation and the adoption of innovative technologies and operational models (Banciu et al., \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e; Garcia-Perez et al., \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e; Krawczyk-Sokołowska \u0026amp; Caputa, \u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e). A notable gap remains in comprehensively addressing the intersection of digitalization and cybersecurity in the post-COVID-19 era. This research endeavors to bridge this gap by systematically analyzing the evolving cyber threat landscape and the critical imperatives of cybersecurity within the digital transformation journey. To address the identified research gap, this study aims to answer the following key research questions:\u003c/p\u003e\n\u003cp\u003e\u0026bull; How has the digitalization of businesses been associated with cyber threats?\u003c/p\u003e\n\u003cp\u003e\u0026bull; What is the significance of cybersecurity as an integral component of an organization\u0026apos;s digital transformation strategy in the post-pandemic era?\u003c/p\u003e\n\u003cp\u003e\u0026bull; How have traditional metrics for evaluating company performance adapted to account for cybersecurity readiness and its impact on customer satisfaction, brand equity, and financial performance?\u003c/p\u003e\n\u003cp\u003eWe employ a structured literature review methodology to investigate these research questions, systematically analyzing papers published during and after the COVID-19 pandemic, focusing on cybersecurity. This approach entails the thorough review and synthesis of relevant scholarly articles, reports, and studies. Furthermore, we will provide insights into this study\u0026apos;s research design, data collection, and analysis methods while acknowledging any limitations that may influence our findings (Diakoumakos et al., \u003cspan class=\"CitationRef\"\u003e2025\u003c/span\u003e).\u003c/p\u003e"},{"header":"2 Relevant studies and research questions","content":"\u003cp\u003eResearch related to cybersecurity implementation is identified and synthesized using a rigorous process as part of a rigorous process. As part of this review, two main objectives through five questions are to identify, classify, and summarize existing research on cybersecurity implementation and identify potential areas for future research (Alshahrani et al., 2023; Pilares et al., 2022). Each of the five stages of the study addresses a specific research objective.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eRQ1\u003c/em\u003e\u003c/strong\u003e\u003cem\u003e:\u003c/em\u003e Cybersecurity post-pandemic digital transformation: who has published, when, and where?\u003c/p\u003e\n\u003cp\u003eA literature review is conducted on the key terms: cyber security as a competitive advantage, information as a competitive advantage, data as a competitive advantage, Sources of competitive advantage in industry 4.0, and cyber security. These key terms ( cybersecurity, post-pandemic digital transformation) are searched across Scopus, EBSCO, ProQuest, and Science Direct.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eRQ2\u003c/em\u003e\u003c/strong\u003e: The research questions that have been addressed.\u003c/p\u003e\n\u003cp\u003eTo answer this question, the identified articles are analyzed to identify the research questions that have been addressed. The research questions are classified into different categories based on their themes.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eRQ3\u003c/em\u003e\u003c/strong\u003e: How has the topic been studied? What theoretical frameworks have been used?\u003c/p\u003e\n\u003cp\u003eBased on the themes of the articles, frameworks and reference theories are identified and categorized into different categories to answer this question.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eRQ4\u003c/strong\u003e: How has the research been conducted?\u003c/p\u003e\n\u003cp\u003eBased on Orlikowski \u0026amp; Baroudi\u0026apos;s (1991) framework, which categorizes the research methods used in existing research in terms of conceptual and empirical categories, a survey of the articles is conducted to determine the methods that are used.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eRQ5\u003c/strong\u003e: Can existing research be used to conclude, and what are those?\u003c/p\u003e\n\u003cp\u003eAs a result of the article selection process, the findings from existing research will be summarized and synthesized to reach conclusions that are used to identify areas and opportunities for future research. Table 1 below Table 1indicates the Top Publishers and shortlisted studies from these journals.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eTable 1: Top Publishers in the area.\u003c/p\u003e\n\u003ctable border=\"0\" cellspacing=\"0\" cellpadding=\"0\" width=\"623\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 413px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eTop Publishers\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 210px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eNumber of papers\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eMDPI\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eElsevier Ltd\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eEmerald Group Holdings Ltd.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eJohn Wiley and Sons Inc\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eSpringer Science and Business Media Deutschland GmbH\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eMDPI AG\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eElsevier Inc.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eTaylor and Francis Ltd.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eBMJ Publishing Group\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 413px;\"\u003e\n \u003cp\u003eSAGE Publications Inc.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 210px;\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eTable 1 indicates that the term cybersecurity is truly interdisciplinary and has impacts and constructs spanning many domains. \u0026nbsp; Table 2 indicates the key parameters of the Prisma method and the criteria for inclusion and exclusion.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u0026nbsp;Table 2: Inclusion and Exclusion criteria\u003c/p\u003e\n\u003ctable border=\"1\" cellspacing=\"0\" cellpadding=\"0\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 321px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eInclusion Criteria\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 280px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eExclusion Criteria\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 321px;\"\u003e\n \u003cp\u003eThe paper must define cybersecurity and its framework in a business context.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 280px;\"\u003e\n \u003cp\u003ePapers focusing on architecture and protocols are excluded.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 321px;\"\u003e\n \u003cp\u003eThe paper must be peer-reviewed in a conference proceeding or journal.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 280px;\"\u003e\n \u003cp\u003eNon-English papers.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 321px;\"\u003e\n \u003cp\u003eRelevance to our research questions\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 280px;\"\u003e\n \u003cp\u003ePapers that are not relevant to our study are excluded.\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003eThe research process began with an initial keyword search on selected platforms, which yielded a total of 632 studies, blogs, and chapters related to cybersecurity. After removing duplicates and including papers from 2019 to May 2025 to consider benchmark digitalization and cybersecurity studies, the numbers are reduced to 104.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u0026nbsp;To supplement the literature review, forward and backward snowballing is used to identify additional relevant papers. The goal is to comprehensively review the literature on cybersecurity in a business context. A final set of 56 further-reading documents is selected based on inclusion and exclusion criteria. The observations and insights gathered from industries through surveys are mapped to the academic literature, and instances from various sectors are discussed to determine whether cybersecurity can be a source of competitive advantage and operational efficiency or whether it doesn\u0026apos;t matter, depending on the industry. Following a detailed reading and analysis of the entire paper, we selected 30 articles for our final study, which is described in Appendix 1.\u003c/p\u003e"},{"header":"3 Literature review","content":"\u003cp\u003eA relevant study recommended a transformative approach to supply chain management for Australian consumer goods organizations involving the integration of modern technologies like driverless trucks, drones, IoT, and cloud-based systems (Keshavarzi \u0026amp; Ghaffary, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Similarly, other studies highlighted integrating digital technologies, such as blockchain, with operational capabilities to enhance productivity and efficiency (Erceylan et al., \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2025\u003c/span\u003e; Johri \u0026amp; Kumar, \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Mishra et al., \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). However, these studies often overlook the critical role of cybersecurity. Many companies rely on access management tools such as firewalls, encryption software, and user authentication to protect their systems (Hijji \u0026amp; Alam, \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Johri \u0026amp; Kumar, \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Nevertheless, cyber threats are rapidly evolving and can exploit any system weakness. Therefore, cybersecurity experts stress the importance of a comprehensive approach beyond access management.\u003c/p\u003e\u003cp\u003eFurthermore, traditional metrics used to assess a company's performance may no longer be adequate in evaluating its cybersecurity posture. A company's perceived cybersecurity readiness can significantly impact customer satisfaction, brand equity, customer loyalty, and customer equity (Agrawal et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; University of North Texas et al., \u003cspan citationid=\"CR48\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Security has become a fundamental factor in determining customer satisfaction (Evsutin \u0026amp; Dzhanashia, \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). With digital transformation accelerating in response to the COVID-19 pandemic, new cyber threats continue to emerge. Consequently, cybersecurity must be recognized as a core capability deeply integrated into an organization's digital transformation strategy (Diepeveen \u0026amp; Pinet, \u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Pilares et al., \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Companies must adopt a holistic approach to cybersecurity that encompasses prevention, detection, and recovery from cyber threats (Bocayuva, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Reevaluating the relevance of metrics used to measure a company's performance, with cybersecurity as a critical component, is imperative. Failing to do so could severely affect a company's reputation, customer loyalty, and financial performance. Computer networks, mobile devices, servers, electronic systems, and data are protected with cyber security (Kechagias et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Information protection in cyberspace is referred to as cybersecurity. In order to prevent unauthorized access, modification, or destruction, it entails guaranteeing the confidentiality, integrity, and availability of information. (Rodrigues et al., \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). In other words, cybersecurity aims to protect digital information from any risk or intrusion.\u003c/p\u003e\u003cp\u003eSome studies use the terms \"cybersecurity\" and \"attack surveillance and response\" interchangeably. This concept underscores the proactive aspects of cybersecurity, which entails avoiding attacks before they transpire, recognizing them as soon as feasible, and acting quickly to reduce the harm inflicted (Almeida et al., \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). This strategy needs the implementation of cutting-edge technologies, best practices, and knowledge from competent individuals. The Committee on National Security Systems (CNSSI 4009\u0026thinsp;\u0026minus;\u0026thinsp;2015) emphasizes the vitality of acquiring electronic systems and communications services, especially the information they contain, from damage and disruption (Hoffmann et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Additionally, this definition emphasizes the necessity of guaranteeing the data's accessibility, consistency, authorization, and secrecy and not being disregarded. The capacity to demonstrate that a given action or transaction is carried out by a specific person or institution, avoiding rejection or objections, is known as non-repudiation. The essential role of cybersecurity in protecting the network and data that support many facets of contemporary civilization is highlighted by this description. \"The use of digital technologies has resulted in a significant increase in computer crime, computer hacking, and cyberterrorism\" is how malicious attacks are defined (Markose, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). \"Any illicit activity directed employing electronic operations that targets the security of computer systems and the data processed by them\" is how the Council of Europe defines cybercrime (Clough, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2012\u003c/span\u003e; Hoffmann et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Cybercrime has become dangerous to the financial sector, with criminals implementing various approaches to obtain inappropriate access to financial information and steal money from bank accounts (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe information provided highlights the significance of cybersecurity in preserving a company's competitive advantage. The ability to proactively assess cybersecurity issues is a key driver for maintaining this competitive edge, as per previous findings (Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). The integration of cybersecurity strategies with organizational and information technology strategies are also recommended to enhance the performance of the complete manufacturing value chain (Agrawal et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). However, a survey study conducted by Deloitte (2018) reveals that 64% of organizational leaders perceive cybersecurity management to be \"inadequate\" (Ogbanufe et al., \u003cspan citationid=\"CR40\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Onumo et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Cyber-attacks' consequences can severely impact businesses, leading to massive losses and damages (Keshavarzi \u0026amp; Ghaffary, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Markose, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Such attacks can sabotage entire critical infrastructure, cause a denial of service of devices and networks, result in the theft of intellectual property and industrial trade secrets, lead to regulatory violations, and even create life-threatening situations for stakeholders(Keshavarzi \u0026amp; Ghaffary, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Therefore, organizations must prioritize cybersecurity to avoid such consequences and protect their competitive position (Altmann et al., \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Uyheng et al., \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eSabotage of the entire critical infrastructure\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eDenial of service of devices and networks\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eTheft of intellectual property and industrial trade secrets\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eRegulatory violations\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eLife-threatening situations for stakeholders\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003cp\u003eDefining the interrelated terms mentioned in the existing literature.\u003c/p\u003e\u003cdiv id=\"Sec4\" class=\"Section2\"\u003e\u003ch2\u003e3.1 cybercrime\u003c/h2\u003e\u003cp\u003eCybercrime is a growing threat to industries and individuals alike. It encompasses a range of illegal activities using computer systems and the Internet, including but not limited to fraud, identity theft, hacking, and cyberstalking (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Phishing is one of the most common and effective forms of cybercrime, with attackers using legitimate emails and websites to trick unsuspecting victims into divulging sensitive information (Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Over the past few years, malware and social engineering have been more commonly used strategies by hackers to breach secure networks and steal data. Cybercrime may have catastrophic effects on both businesses and individuals. Confidential data loss can cause enterprises to suffer adverse publicity, legal consequences, and monetary damages. (Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Cybercrime can lead to identity theft, financial devastation, and mental misery for an individual. In addition, because cybercrime is sometimes transnational, it is challenging to find and prosecute offenders because attackers in one jurisdiction frequently target victims in another. (Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eWith a substantial increase in reported attacks, the COVID-19 pandemic exacerbated cybercrime in 2020. Cybercriminals used an upsurge among individuals working from home and doing business online as an opportunity to start attempts at phishing and other types of cyberattacks. (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Cybercrime has had a tremendous financial impact, with billions of dollars lost annually due to scams and different kinds of cybercrime. (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Companies need to practice constant watchfulness to address cybercrime. Individuals and organizations must protect themselves from cybercriminals, including using strong passwords, keeping software up to date, and educating themselves about the latest threats(Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec5\" class=\"Section2\"\u003e\u003ch2\u003e3.2 Cyber-attacks (mostly political attacks)\u003c/h2\u003e\u003cp\u003eA growing number of cyber-attacks occurred after the rapid digitalization brought on by COVID-19. The shift to remote work has created new vulnerabilities for businesses and individuals, and cybercriminals have quickly exploited these weaknesses (Keshavarzi \u0026amp; Ghaffary, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Political attacks have also increased frequently as governments and other organizations attempt to gain an advantage in an increasingly competitive global landscape (Johri \u0026amp; Kumar, \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). One of the most significant impacts of these attacks is the financial cost to businesses and individuals. The NotPetya attack resulted in damages believed to be worth over \u003cspan\u003e$\u003c/span\u003e10\u0026nbsp;billion. (Keshavarzi \u0026amp; Ghaffary, \u003cspan citationid=\"CR26\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Companies can be destroyed by this kind of financial damage, especially smaller ones that might not be able to recover from such an attack properly. Cyberattacks can substantially negatively impact the operations of organizations and vital infrastructure in addition to the financial cost. (Hijji \u0026amp; Alam, \u003cspan citationid=\"CR21\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). For instance, the NotPetya attack's disruption impacted hospitals, shipping ports, and other crucial services. Cyberattacks may additionally have a detrimental impact on people, particularly when susceptible information is exposed. (Pilares et al., \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). People are increasingly revealing confidential data online, such as credit card numbers and home addresses, as telecommuting for work and online shopping expands in prevalence. These details may be stolen in a successful cyberattack and used for identity theft and other types of fraud. (Evsutin \u0026amp; Dzhanashia, \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe prevalence of cyberattacks, notably those with sociopolitical enthusiasm, is rising in the post-COVID-19 digital environment. (Carrapico \u0026amp; Farrand, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). The financial and operational impact of these attacks can devastate businesses and individuals. Security protocols must be implemented, and employees should be educated on best practices for cybersecurity if organizations wish to protect themselves from these threats (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec6\" class=\"Section2\"\u003e\u003ch2\u003e3.3 Cyberterrorism\u003c/h2\u003e\u003cp\u003eWith the rapid digitalization of society, cyberterrorism has become an increasingly pressing concern since COVID-19 (Markose, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Cyberterrorism can have serious consequences on both people and businesses. Cyberterrorism can be used to steal social security information, credit card numbers, and medical details. (Naidoo, \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Vandalism of identities, money fraud, and other bad intentions exploit this information. Cyberterrorism can also cause psychological injury since victims might feel anxious, afraid, or violated. Cyberterrorism causes considerable revenue losses, harms one's reputation, and disrupts vital infrastructure for several businesses. For instance, the 2014 Sony Pictures hack saw the theft of private information and the publication of humiliating emails, which substantially negatively affected the company's prestige. (Agelidis, \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). Cyberterrorism can also impact financial markets and society's safety, in addition to disrupting vital infrastructure.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec7\" class=\"Section2\"\u003e\u003ch2\u003e3.4 Information security\u003c/h2\u003e\u003cp\u003eInformation security protects important information against unlawful use, access, disclosure, interruption, alteration, or destruction (Bygrave, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). Various techniques, methods, and legislation protect data, applications, and infrastructure from online threats. Information security's main objective is to guarantee data availability, confidentiality, and integrity. (Banciu et al., \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Challenges concerning data integrity can take many different forms, including psychological manipulation, malware, phishing, hacking, and physical theft. Adequate information security requires a holistic approach that includes risk assessment, threat detection, incident response, and ongoing monitoring and evaluation (Osmanlliu et al., \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Zacharis et al., \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eA professional responsible for information security implements and maintains security measures (Dwivedi, \u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). They work to identify vulnerabilities, implement security controls, and ensure that employees are trained to follow security policies and procedures. They also play a critical role in responding to security incidents and mitigating the impact of any breaches. Table\u0026nbsp;\u003cspan refid=\"Tab4\" class=\"InternalRef\"\u003e3\u003c/span\u003e indicates the fundamental difference between cyber security and Information security.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab3\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 3\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eComparison between Cyber Security and Information Security\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003ecriteria\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eCyber Security\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eInformation Security\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eScope\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eCybersecurity protects data, storage sources, devices, and other cyberspace assets against attacks.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eAn information security program protects data from any threat, regardless of whether the data is digital or analog.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eDeals with\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eSecurity in cyberspace pertains to preventing, detecting, and investigating cybercrime and cyber fraud.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eIt deals with unauthorized access, disclosure, modification, and disruption of information.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eHandled via\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eSecure data is handled by professionals specifically trained to deal with advanced persistent threats (APTs).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003ePutting the foundation of information security in the hands of professionals trained to prioritize resources first and lay the foundation for data security.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003eData, storage sources, devices, and other digital assets are among the things that cyber security primarily focuses on protecting against attacks in cyberspace (Landauer et al., \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). Security in cyberspace relates to cybercrime, cyberfrauds, and law enforcement (Brinker, \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Kechagias et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). On the other hand, information security is concerned with protecting data from any form of threat, whether analog or digital (Ngoc Thach et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Information security experts lay the foundation for data security and prioritize resources by preventing unauthorized access, disclosure, modification, and disruption. (Kechagias et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Ngoc Thach et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Cyber and information security deal with protecting data, but they differ in scope and focus.\u003c/p\u003e\u003c/div\u003e"},{"header":"4 Findings","content":"\u003cp\u003eWe first develop the understanding of different terms used under Cyber security. Cyber security is more specialized in protecting against digital threats in cyberspace, while information security is broader in scope and protects data from all threats.\u003c/p\u003e\n\u003cdiv class=\"gridtable\"\u003e\n \u003ctable id=\"Tab4\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 3\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eCyber security terms and characteristics\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eParameters\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eCybercrime\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eCyber-attacks\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eCyberterrorism\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eInformation Security\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eNature of Threat\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eInvolves illegal activities like fraud, identity theft, hacking, and cyberstalking.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEncompasses criminal and politically motivated actions, exploiting vulnerabilities.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUtilizes cyber techniques for ideological, political, or religious objectives.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eFocuses on safeguarding data, applications, and infrastructure from unauthorized access.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eMotivation and Intent\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePrimarily driven by financial gain.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eVaried motivations, including financial gain, geopolitical advantage, or disruption.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMotivated by political, ideological, or religious goals to cause fear or harm.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAims to ensure confidentiality, integrity, and availability of data.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eScope and Targets\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTargets individuals and organizations for financial gain.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIt can target businesses, governments, and critical infrastructure with varying motives.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTargets individuals, businesses, or governments with broader socio-political impact.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIt focuses on protecting sensitive information and critical infrastructure.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eMethods and Techniques\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUses tactics like phishing, malware, and social engineering.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEmploys methods like malware, DDoS attacks, and ransomware to compromise systems.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIt involves advanced hacking techniques, potentially targeting critical infrastructure.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUtilizes a holistic approach involving risk assessment, threat detection, and incident response.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u003cstrong\u003eGlobal Impact\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eHas a global impact, affecting individuals and organizations worldwide.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIt can have significant global consequences, impacting economies and national security.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePoses a global threat, affecting governments and international relations.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAn essential aspect of global cybersecurity efforts.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec9\" class=\"Section2\"\u003e\n \u003ch2\u003e4.1 Cybersecurity and digital transformation.\u003c/h2\u003e\n \u003cp\u003eStudies focused on identifying cyber impediments that influence the deployment of autonomous vehicles (Chiara, \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e). Others investigated customer value, organizations, and emerging market banking activities in response to digital transformation. The research papers cover a wide range of cybersecurity and digital transformation topics (Boeken, \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e). Digital transformation\u0026apos;s impact on organizations, challenges and vulnerabilities of industries posed by cyber threats, and cybersecurity frameworks and solutions are some of the areas of interest. Other research areas include digital technology in emerging markets, cybersecurity awareness, and cybersecurity training. Additionally, some papers investigate the prevalence and tactics of bot-fueled disinformation and the acceptability of contact tracing apps during the pandemic. The research papers indicate a growing interest in understanding cybersecurity\u0026apos;s complex and evolving nature in the context of digital transformation and the need for practical solutions to address cyber threats in various industries and sectors.\u003c/p\u003e\n \u003cp\u003e\u003cstrong\u003eMultiple studies have considered the below research areas\u003c/strong\u003e:\u003c/p\u003e\n \u003cul\u003e\n \u003cli\u003e\n \u003cp\u003eThe COVID-19 pandemic occurred, how are customer relationships impacted by awareness of network potential and the ability to use it? Do online-mediated relationships affect customer value in terms of threats and benefits.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eThe impact of cybersecurity training on investment in cybersecurity, particularly intellectual capital development\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eThe impact of digital transformation on organizations.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eThe cybersecurity challenges in the maritime industry, and how can they be addressed.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eCOVID Alert app use, knowledge, and concerns. The predictors of app downloads. How we increase social acceptance of such tools.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eDigital energy platforms affect public values.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eThree studies have considered cybersecurity and digital transformation in banking: customer awareness and satisfaction.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eFour studies have considered topics related to the essential components of a cybersecurity framework.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eFive studies have cyber impediments are critical to vaccination software deployment, and how do they impact operations?\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eSix studies have a common agenda of organizations effectively manage cybersecurity challenges during the COVID-19 pandemic.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eWhat impact do cybersecurity awareness and training have on employees\u0026apos; cybersecurity capability.\u003c/p\u003e\n \u003c/li\u003e\n \u003cli\u003e\n \u003cp\u003eSeven studies are on a similar topic on digital entrepreneurship areas and technologies evolving during COVID-19.\u003c/p\u003e\n \u003c/li\u003e\n \u003c/ul\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec10\" class=\"Section2\"\u003e\n \u003ch2\u003e4.2 Theories used by the researchers.\u003c/h2\u003e\n \u003cp\u003eBased on the given data points, various theories have been applied in the research on cybersecurity-related digital transformation. Out of the 30 data papers, the theories used in the documents can be grouped as follows:\u003c/p\u003e\n \u003cdiv class=\"gridtable\"\u003e\n \u003ctable id=\"Tab5\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 4\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eTheories applied in the papers\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eSl No.\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eName of the Theory\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eNumber of Studies using the theory\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity theory\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTheory of customer value and network potential\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIntellectual capital management\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDiffusion of Innovations theory\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e\u0026ldquo;Cognitive mapping and decision-making trial and evaluation laboratory (DEMATEL)\u0026rdquo;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSocial Cybersecurity analysis\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e7\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePrivacy-by-Design approach\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDigital watermarking\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e9\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTheoretical effectiveness of the contact-tracing app\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eHistorical and discursive institutionalism\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e11\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCAT framework for cybersecurity awareness and training\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e12\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNovel public value framework\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e13\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIndustry 4.0 with legal informatics\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e14\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eContextualized view of misinformation and broad view of digital literacy\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n \u003cp\u003eSome papers use exploratory and experimental methods.\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec11\" class=\"Section2\"\u003e\n \u003ch2\u003e4.3 Analysis of Methodology Used in the Research Paper\u003c/h2\u003e\n \u003cp\u003eThe methodology used in studies related to cybersecurity in the context of digital transformation varied, according to the 30 data points analyzed.\u003c/p\u003e\n \u003cdiv class=\"gridtable\"\u003e\n \u003ctable id=\"Tab6\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 5\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eMethodologies applied in the papers\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eMethodology\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eNumber of Studies\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAnalysis\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCase study\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSystematic review\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePartial least square structural equation modeling\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eOntology development\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eANOVA and bivariate regression analysis\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEconometric model and quantile regressions\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCAT framework evaluation\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eOnline consultations\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eLiterature review and analysis\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eA qualitative approach with semi-structured interviews\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSystematic review and classification\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTextual analysis\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTheoretical analysis and empirical evidence\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eOnline Delphi method\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eLarge-scale, multicountry study with anonymous online surveys\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eExploratory study\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n \u003cp\u003eTable \u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e indicates that Statistical analysis, partial least square structural equation modeling, empirical studies, case studies, systematic reviews, and qualitative approaches with semi-structured interviews are used in different studies. Some studies used econometric models and quantile regressions to analyze digitization processes\u0026apos; sigma convergence. In contrast, others used a combination of theoretical analysis and empirical evidence. Additionally, existing digital watermarking schemes are reviewed and classified based on their robustness against attacks. The research papers analyzed the experience of Russian companies in digital technology adoption and the purchasing process in the e-commerce industry in Poland (Uyheng et al., \u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e). Some studies used the SecTro tool to provide a thorough analysis. Thematic analysis of cybercrime scam documents from COVID-19 is conducted by others (Modgil et al., \u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e). Large-scale, multicounty studies are conducted using anonymous online surveys and the online Delphi method. Young people\u0026apos;s perspectives on digital literacy and how they can contribute to solving the misinformation problem are examined in the studies. Ontology development focusing on ransomware attacks, cognitive mapping, and the DEMATEL method to analyze management function through digital transformation pillars are also used.\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec12\" class=\"Section2\"\u003e\n \u003ch2\u003e4.4 Bibliometric analysis of initial 104 articles.\u003c/h2\u003e\n \u003cp\u003eTo understand trends in cybersecurity, we conducted a bibliometric analysis of initially selected 104 selected articles. Bibliographic coupling is a technique used in bibliometrics to identify and measure the relationships between documents based on the commonality of their references.\u003c/p\u003e\n \u003cp\u003eAnalysis of keywords\u003c/p\u003e\n \u003cdiv id=\"Sec13\" class=\"Section3\"\u003e\n \u003ch2\u003e4.4.1 Bibliometric analysis of top keywords\u003c/h2\u003e\n \u003c/div\u003e\n \u003cdiv id=\"Sec14\" class=\"Section3\"\u003e\n \u003ch2\u003e4.4.2 Bibliographic analysis of co-occurrence of Countries of study\u003c/h2\u003e\n \u003c/div\u003e\n \u003cdiv id=\"Sec15\" class=\"Section3\"\u003e\n \u003ch2\u003e4.4.3 Bibliographic coupling analysis of citations count\u003c/h2\u003e\n \u003cp\u003eEach document\u0026apos;s importance can be determined based on its citation count, which indicates the article\u0026apos;s citation by other papers. Higher citation counts generally suggest that a document has had a greater impact on the field and has been more influential in shaping the research discourse. The most significant work on this list is Altmann\u0026apos;s article from 2020, which has received 206 citations. This implies that the paper made a substantial contribution to the field and influenced the direction of the research debate. Similarly, Litvinenko\u0026apos;s paper from 2020, which has received 162 citations, is the second-most significant work.\u003c/p\u003e\n \u003cdiv class=\"gridtable\"\u003e\n \u003ctable id=\"Tab7\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 6\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eAnalysis of top citations\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eThe documents having 15 or more citations\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eCitations\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAltmann (2020)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e206\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003elitvinenko Vs. (2020)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e162\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ealmeida f. (2020)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e122\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eChatfield a. 2015)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e83\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNaidoo r. (\u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e70\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDe la pena zarsudlo\u0026rsquo; (2020)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e58\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKappelman I. (2019)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e42\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eModgils. (2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e32\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eWesterlund m. (2020)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e31\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMendhurwar 5. (2021)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e27\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMalik h. (2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e27\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNatsiavas p. (2018)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e25\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAndriole S. (2018)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e24\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAl-qudah a.a. (2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e23\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAmylovskaya s. 2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e21\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTan (2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e20\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDela peia zarzuelo\u0026rsquo;, 2021)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e18\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCarrero (2019)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e16\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEchagies ep, 2122)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e15\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eLee i. (2021)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e15\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n \u003cp\u003eThis bibliographic coupling result provides insights into the field\u0026apos;s most important and influential papers and the current trends and research directions. Further, we analyzed 30 selected articles in the below segment.\u003c/p\u003e\n \u003c/div\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec16\" class=\"Section2\"\u003e\n \u003ch2\u003e4.5 Countries that are more involved in studies in selected 30 articles\u003c/h2\u003e\n \u003cdiv class=\"gridtable\"\u003e\n \u003ctable id=\"Tab8\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 7\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eCountries where the studies are organized \u003cstrong\u003eResearch conclusions are drawn from 30 articles selected for review.\u003c/strong\u003e\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eCountry of Study\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eNumber of Studies\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUnited Kingdom\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUnited States\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNew Zealand\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAustralia\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePoland\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSaudi Arabia\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCanada\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eRussia\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSingapore\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEuropean Union\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eVietnam\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"char\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n \u003cdiv class=\"gridtable\"\u003e\n \u003cdiv align=\"left\" class=\"colspec\"\u003e\u003cbr\u003e\u003c/div\u003e\n \u003cdiv align=\"left\" class=\"colspec\"\u003e\u003cbr\u003e\u003c/div\u003e\n \u003ctable id=\"Tab9\" border=\"1\" class=\"fr-table-selection-hover\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 8\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eKey findings of the papers\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eSl No.\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eThe key findings of the study\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eAuthor name\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEducated vehicles\u0026apos; comprehension and cybersecurity knowledge reduce the significance of cyber barriers. Cyber barriers and Automated Vehicle deployments are perceived differently by gender, age, income, and location.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKhan et al. (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAwareness of network potential is important for building sustainable and profitable relationships with customers, including an awareness of the security of online-mediated relationships.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKrawczyk-Sokołowska \u0026amp; Caputa, (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e3\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity management capabilities and investments strongly correlate with board perceptions of a changing cybersecurity risk climate. Information security training efforts for critical infrastructure organizations correlate with changes in investment.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eGarcia-Perez et al., (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eBy integrating cybersecurity experts and knowledge-based systems, the Rantology framework identifies sensitive surveillance points and assesses the maliciousness of programs.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKeshavarzi \u0026amp; Ghaffary, (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAll management functions, including cybersecurity, require a balanced approach.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eBanciu et al., (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eProviding regular training programs to protect customers from cyberattacks would improve customer satisfaction in terms of security level. Customers would be more satisfied with digital transactions if they are more aware of cyberattacks, phishing, and hacking.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eJohri \u0026amp; Kumar, (\u003cspan class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e7\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAs far as internet use for digital transactions is concerned, high levels of convergence are found between studied countries. According to the study, digitalization impacts economic transformations and digital development for countries at different levels of digitalization development.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKuzior et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e8\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity issues and challenges can be addressed effectively with the proposed CAT framework.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eHijji \u0026amp; Alam, (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e9\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity and unequal access are other issues young people face in the public sphere.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDiepeveen \u0026amp; Pinet, (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe company is able to assess its current cybersecurity status, determine security gaps, and mitigate cyber risks.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKechagias et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e11\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe paper identifies security and privacy challenges and vulnerabilities of Living Labs in healthcare.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKioskli et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e12\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eFourteen major challenges need to be addressed for EHR adoption, including privacy, security, and interoperability. EHRChain, a new framework based on dual blockchains, can address these challenges simultaneously to improve EHR adoption while ensuring robustness against cyberattacks.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePilares et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e13\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThis study identifies factors influencing app uptake and predictors, as well as ways to promote social acceptance of such tools.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eTan et 2020 toal. (2022)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e14\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThree value tensions emerge as sustainability is prioritized, security is broadened to include cybersecurity, and values applicable to digital technologies are applied to energy.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eOsmanlliu et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e15\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe banking sector adopted AI, digital transformation, and cybersecurity to maintain data security.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNiet et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e16\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe study includes the top IT management issues, investments, and technical skills in 2021, the common criteria for assessing CIO performance, and statistics related to CIO tenure and reporting structure.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eRodrigues et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e17\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eRussian companies are actively introducing digitalization into general enterprise management but face constraints such as a lack of qualified personnel, material/technical resources, and cybersecurity threats.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eKappelman et al. (\u003cspan class=\"CitationRef\"\u003e2019\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e18\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003ePedagogical, social media, FinTech, gaming, cybersecurity, diagnostics, over-the-top, contactless payment, and contactless delivery opportunities.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSamylovskaya et al., (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e19\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eLegal firms at the nascent development stage must adopt Industry 4.0 technologies like AI, Big Data, and Cloud Computing.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eModgil et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e20\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIt is lacking a comprehensive analysis of how robust digital watermarking schemes are. Researchers may find it useful to classify digital watermarking schemes according to their robustness against different types of attacks. Based on the study, the most promising solutions that could improve robustness are highlighted.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAgrawal et al. (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e21\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe majority of participating accounts, 26.99%, used simpler and more abusive language and hashtags related to COVID-19 and election activity.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEvsutin \u0026amp; Dzhanashia (\u003cspan class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e22\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eConsidering cybersecurity in the port sector due to digital transformation and potential vulnerabilities is important.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eUyheng et al. (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e23\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eWe propose a unitary G\u0026ouml;del-Turing-Post recursive mechanism for social cognition in the Adaptive secure System and Mirror Neuron System.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eBocayuva (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e24\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe financial industry can benefit from the use of Big Data, Cloud Computing, Machine Learning, IoT, AI, Business Intelligence, Data Mining, and Blockchain technologies.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMarkose (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e25\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThe framework to guide cybersecurity in healthcare worldwide is based on the \u0026ldquo;Essentials of Cybersecurity in Healthcare Organizations (ECHO).\u0026rdquo;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNgoc Thach et al. (\u003cspan class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e26\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSecurity and privacy concerns are the main obstacles to adoption in all countries and subgroups.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eO\u0026apos;Brien et al. (2021)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e27\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDigital transformation will encourage new digital products and services and foster new talent, with cybersecurity and privacy as key elements supporting technology solutions.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAltmann et al. (\u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e28\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCOVID-19-related cybercrime analysis highlights the diversity and breadth of the crimes as well as their evolution over time.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAlmeida et al. (\u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e29\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAs we change the trust relationship between social media platforms, public-private partnerships should be positioned at the heart of cybersecurity.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eNaidoo (\u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003e30\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAnalysis of Pre-existing trends is essential to understanding COVID-19\u0026apos;s response.\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCarrapico \u0026amp; Farrand, (\u003cspan class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n \u003c/div\u003e\n\u003c/div\u003e"},{"header":"5 Discussion","content":"\u003cp\u003eThe 30 studies cover various topics related to cybersecurity, digital transformation, and emerging technologies in various sectors. To summarize the findings in a tabular format:\u003c/p\u003e\n\u003cdiv class=\"gridtable\"\u003e\n \u003cdiv align=\"left\" class=\"colspec\"\u003e\u003cbr\u003e\u003c/div\u003e\n \u003ctable id=\"Tab10\" border=\"1\"\u003e\n \u003ccaption language=\"En\"\u003e\n \u003cdiv class=\"CaptionNumber\"\u003eTable 9\u003c/div\u003e\n \u003cdiv class=\"CaptionContent\"\u003e\n \u003cp\u003eGrouping the findings\u003c/p\u003e\n \u003c/div\u003e\n \u003c/caption\u003e\n \u003cthead\u003e\n \u003ctr\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eTopic\u003c/p\u003e\n \u003c/th\u003e\n \u003cth align=\"left\"\u003e\n \u003cp\u003eFindings\u003c/p\u003e\n \u003c/th\u003e\n \u003c/tr\u003e\n \u003c/thead\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCyber barriers\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEducation level decreases the significance of cyber barriers, while Automated Vehicles\u0026apos; comprehension and cybersecurity knowledge increase it. Gender, age, income, and location influence perceptions of cyber barriers and automated vehicles.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eOnline-mediated relationships\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAwareness of network potential is important for building sustainable and profitable customer relationships. The risk of online-mediated relationships significantly impacts customer relations and company value (Haugli-Sandvik et al., \u003cspan class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity management capabilities\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity management capabilities and investments are strongly correlated with the board\u0026apos;s perception of the cybersecurity risk climate.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCritical infrastructure cybersecurity training\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEfforts placed in cybersecurity training for critical infrastructure employees positively correlate with changes in investment, particularly intellectual capital development efforts.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMaliciousness assessment\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity experts can use rantology to assess programs\u0026apos; maliciousness, integrate knowledge-based systems, and identify surveillance targets.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEffective management\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eManaging cybersecurity effectively requires a balanced approach to all functions.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCustomer satisfaction and cybersecurity\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIn order to protect customers from cyberattacks, banks should provide regular training programs on security-level aspects. Satisfaction with digital transactions is positively influenced by customer awareness of cyberattacks, phishing, and hacking activities.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDigitalization and economic transformations\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eInternet use for digital transactions converges across studied countries. Digitalization impacts economic transformations and digital development across countries.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEmployee Capability and Cybersecurity\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity issues and challenges are effectively identified and trained using the CAT framework.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eMisinformation and digital literacy\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity and unequal access intersect with misinformation for young people and need training.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCybersecurity assessment and mitigation\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCompany assessment of current cybersecurity status, identifying security gaps, and mitigating cyber risks are necessary.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSecurity and privacy challenges in healthcare\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSecurity and privacy challenges and vulnerabilities of Living Labs in healthcare identified.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eEHR adoption challenges\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eFourteen major challenges need to be addressed for EHR adoption, including privacy, security, and interoperability. EHRChain, a new framework based on dual blockchains, can address these challenges simultaneously to improve EHR adoption while ensuring robustness against cyberattacks.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eCOVID-19 contact tracing app\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eSecurity, data confidentiality, privacy loss, and geolocation concerns influenced app downloads the most. Nine characteristics are identified as predictors of app adoption. Four key themes are identified to promote the social acceptability of such tools.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eValue tensions\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eThree value tensions resulted from prioritizing sustainability, expanding security to include cyber-security, and recognizing digital technologies relevant to the energy system.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eDecision-support model\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAn artificial intelligence-based decision-support model is developed to enhance data security and customer confidence in the banking industry.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eIT management and CIO performance\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd align=\"left\"\u003e\n \u003cp\u003eAn analysis of the top IT management issues, investments, and technical skills expected in 2021, as well as the most commonly used criteria for assessing CIO performance and statistics related to CIOs\u0026apos; tenure and reporting structure, is provided.\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n\u003c/div\u003e\n\u003ch2\u003e5.1\u0026nbsp; \u0026nbsp; \u0026nbsp;Cybersecurity and digitalization related to space:\u003c/h2\u003e\n\u003cp\u003e\u0026middot; There is an association between education level, Automated Vehicles comprehension, and cybersecurity knowledge, while demographic factors influence perceptions of cyber barriers and the deployment of Automated Vehicles.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Balanced cybersecurity procedures are essential to recognizing network potential and managing it effectively.\u003c/p\u003e\n\u003cp\u003e\u0026middot; A regular training program can safeguard customers from cyberattacks and enhance customer satisfaction with bank security-level aspects.\u003c/p\u003e\n\u003cp\u003e\u0026middot; EHR adoption faces challenges in privacy, security, and interoperability, and EHRChain can address these challenges simultaneously to improve adoption while ensuring robustness against cyberattacks.\u003c/p\u003e\n\u003cp\u003e\u0026middot; The study develops a decision-support model to integrate AI, digital transformation, and cybersecurity into financial services while maintaining customer trust and data security.\u003c/p\u003e\n\u003cp\u003e\u0026middot; There are several limitations to implementing digitalization in the Russian business community, such as a shortage of qualified personnel, materials, and technical resources.\u003c/p\u003e\n\u003cp\u003e\u0026middot; For legal firms at the nascent stage of development, Industry 4.0 technologies play a crucial role.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Due to digital transformation and potential vulnerabilities, the port sector should consider cybersecurity.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Financial institutions can improve cybersecurity risk management by deploying technologies like Big Data, Cloud Computing, Machine Learning, IoT, AI, and Business Intelligence (Ksibi et al., 2025).\u003c/p\u003e\n\u003cp\u003e\u0026middot; An ECHO framework is developed to guide cybersecurity in healthcare worldwide.\u003c/p\u003e\n\u003ch2\u003e5.2\u0026nbsp; \u0026nbsp; \u0026nbsp;Cybersecurity and Social Issues:\u003c/h2\u003e\n\u003cp\u003e\u0026middot; Misinformation intersects with cybersecurity and equal access issues for young people in the digital public sphere.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Most participants are bots, using simple language and hashtags related to COVID-19 and voting.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Public-private partnerships are at the heart of cybersecurity policy and reinforce existing trends. Social media platforms require greater oversight due to a changing trust relationship.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Analysis of COVID-19-related cybercrime shows the breadth and diversity of the crimes and how they continually evolve in response to changing situational factors.\u003c/p\u003e\n\u003ch2\u003e5.3\u0026nbsp; \u0026nbsp; \u0026nbsp;Cybersecurity and Technology:\u003c/h2\u003e\n\u003cp\u003e\u0026middot; Cybersecurity experts can use the Rantology framework to assess the maliciousness of programs, facilitate interoperability between them, and identify sensitive surveillance points.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Researchers could choose digital watermarking schemes based on robustness against attacks.\u003c/p\u003e\n\u003cp\u003e\u0026middot; This paper proposes the existence of unitary G\u0026ouml;del-Turing-Post recursive machinery in the Mirror Neuron System and Adaptive Immune System for social cognition, with testable implications for the pathology of COVID-19.\u003c/p\u003e\n\u003ch2\u003e5.4\u0026nbsp; \u0026nbsp; \u0026nbsp;Cybersecurity and Economy:\u003c/h2\u003e\n\u003cp\u003e\u0026middot; A high level of convergence is found between the studied countries regarding Internet usage for digital transactions. In countries with different levels of digitalization, digitalization impacts economic transformations and digital development.\u003c/p\u003e\n\u003cp\u003e\u0026middot; The future of digital entrepreneurship includes EdTech, FinTech, cybersecurity, diagnostics, virtual care, fitness, gaming, social media, contactless delivery, payment methods, and augmented reality.\u003c/p\u003e\n\u003cp\u003e\u0026middot; Three tensions exist between sustainability, security, and cyber security in the energy system, resulting in three value tensions.\u003c/p\u003e\n\u003ch2\u003e5.5\u0026nbsp; \u0026nbsp; \u0026nbsp;Cybersecurity and Management:\u003c/h2\u003e\n\u003cp\u003e\u0026middot; Cybersecurity management capabilities and investments strongly correlate with board perceptions of cybersecurity risk climate change. Cybersecurity training efforts positively correlate with changes in investment in cybersecurity, especially intellectual capital development in critical infrastructure organizations.\u003c/p\u003e\n\u003cp\u003e\u0026middot; The study includes the top IT management issues, investments, and technical skills in 2021, the common criteria for assessing CIO performance, and statistics.\u003c/p\u003e\n\u003ch2\u003e5.6\u0026nbsp; \u0026nbsp; \u0026nbsp;Grouping the results based on the application\u0026nbsp;\u003c/h2\u003e\n\u003ch2\u003eGroup 1:\u0026nbsp;Importance of cybersecurity in various industries and sectors\u003c/h2\u003e\n\u003cp\u003eCybersecurity is a critical consideration for various industries and sectors, with the importance of cyber barriers affected by factors such as education level, Automated Vehicles\u0026apos; comprehension, and cybersecurity knowledge. The awareness of network potential is crucial for building sustainable and profitable customer relationships, and investments in cybersecurity and management capabilities are correlated. Cybersecurity training can affect investment, and effective management requires a balanced approach to all functions, including cybersecurity procedures. The banks should train their customers on digital transactions to prevent cyberattacks and increase satisfaction. Living Labs in healthcare face security and privacy challenges and vulnerabilities, which can be addressed by EHRChain, a new framework based on dual blockchains (Pilares et al., 2022). Legal firms can benefit from including Artificial Intelligence and Cloud Computing. The port sector must consider cybersecurity due to digital transformation and potential vulnerabilities. Financial risk management can be improved through Big Data, Cloud Computing, Machine Learning, IoT, AI, Business Intelligence, Data Mining, and Blockchain Technologies. The development of the \u0026ldquo;Essentials of Cybersecurity in Healthcare Organizations (ECHO)\u0026rdquo; framework serves as a planning tool to guide cybersecurity in healthcare globally. Lastly, cybersecurity and privacy concerns are the main barriers to adopting digital products and services.\u003c/p\u003e\n\u003ch2\u003eGroup 2: Emerging trends and opportunities in digital technologies\u003c/h2\u003e\n\u003cp\u003eThe increasing Internet use for digital transactions has led to a convergence between countries. This digitalization has also led to economic transformations and increased levels of digital development. Cybercrime, misinformation, and unequal access are issues young people face in the digital public sphere. Despite these challenges, there are emerging digital entrepreneurship opportunities in various fields, such as EdTech, diagnostics, virtual care, fitness, gaming, cybersecurity, social media, FinTech, contactless delivery, payment methods, and augmented reality. The digital transformation will encourage the development of new digital products and services, foster new talent, and support technology solutions focusing on cybersecurity and privacy.\u003c/p\u003e\n\u003ch2\u003eGroup 3: COVID-19 and its Impact on Cybersecurity\u003c/h2\u003e\n\u003cp\u003eThe COVID-19 pandemic has significantly impacted cybersecurity, leading to a wide range of cybercrimes that continually evolve in response to changing situational factors. This reinforces existing trends in the field of cybersecurity, making public-private partnerships essential in developing effective policies. Social media platforms require greater oversight due to changing trust relationships. Based on the paper\u0026apos;s findings, it is necessary to consider pre-existing cybersecurity trends to understand the response to COVID-19 better.\u003c/p\u003e\n\u003ch2\u003eGroup 4: AI and other technological developments in various fields\u003c/h2\u003e\n\u003cp\u003eThe study proposes several frameworks and models to tackle different issues in various fields. Additionally, a decision-support model is developed that integrates AI, digital transformation, and cybersecurity into banking while maintaining customer trust and data security. A unitary G\u0026ouml;del-Turing-Post recursive machinery has been proposed for social cognition in the Adaptive Immune System and Mirror Neuron System, with testable implications for COVID-19. Finally, the study stresses the need for a comprehensive analysis of the robustness of existing digital watermarking schemes against different types of attacks. It highlights promising solutions that could improve robustness.\u003c/p\u003e\n\u003cdiv id=\"Sec18\" class=\"Section2\"\u003eFigure 2 illustrates the categorization of 36 key cybersecurity enablers into six thematic clusters, highlighting their relevance across technological, organizational, and human-centric domains. This taxonomy supports structured research by aligning emerging trends and core challenges within the cybersecurity landscape.\u003c/div\u003e"},{"header":"6 Implications, Limitations, and Future Directions","content":"\u003cp\u003eThere are several managerial and theoretical implications of the systematic literature review on cybersecurity post-pandemic rapid digitalization. Critical challenges and vulnerabilities must be identified and addressed in different industries, such as healthcare and banking, to ensure the secure adoption of new technologies. The study emphasizes digital literacy, cybersecurity management capabilities, and employee training for organizations to enhance cybersecurity measures. The report emphasizes cybersecurity procedures and regular assessments of current cybersecurity status as part of a balanced management approach.\u003c/p\u003e\u003cp\u003eAmong the managerial implications of this study is the development of decision-support models for industries like banking, which incorporate AI, digital transformation, and cybersecurity while maintaining data security and customer trust. Investing in cybersecurity training for critical infrastructure employees can positively correlate with changes in investment, particularly intellectual capital development. According to the findings, companies must also assess their cybersecurity status, identify security gaps, and mitigate cyber risks to protect themselves from cyberattacks. Additionally, the study emphasizes the importance of incorporating cybersecurity and other relevant digital technologies into security while prioritizing sustainability.\u003c/p\u003e\u003cdiv id=\"Sec20\" class=\"Section2\"\u003e\u003ch2\u003e6.1 Theoretical implications\u003c/h2\u003e\u003cp\u003eThe study on cyber security post-pandemic rapid digitalization has several theoretical or academic implications that can advance the current knowledge and understanding of cyber security in the digital era. The study, in particular, illustrates the significance of thoroughly examining the resilience of various threats. Future research should develop a classification of digital watermarking schemes to help researchers choose a robust scheme against multiple types of attacks. Additionally, future research may explore solutions that could improve robustness. This can contribute to developing more effective digital watermarking schemes for secure digital communications. Secondly, the study highlights the importance of a decision-support model for incorporating AI, digital transformation, and cybersecurity while maintaining data security and customer trust. It indicates that subsequent research can concentrate on creating decision-support models for other industries so they can adopt artificial intelligence, digitization, and cybersecurity while retaining data security and customer trust. Future studies can also examine the efficacy of the suggested decision-support model and how it can be modified for use in various sectors. This can help numerous sectors improve their cybersecurity measures by creating more useful decision-support models.\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec21\" class=\"Section2\"\u003e\u003ch2\u003e6.2 Managerial implications\u003c/h2\u003e\u003cp\u003eThe study on cybersecurity amid rapid post-pandemic digitalization yields essential managerial insights. It underscores the interconnection between employee competence and cybersecurity, emphasizing the need for investment in training programs to fortify cybersecurity cultures. Additionally, the study reveals the impact of cybersecurity investments on climate change-related cyber risk assessments by boards, urging firms to prioritize cybersecurity resources. Furthermore, it advocates for ongoing cybersecurity assessments to detect vulnerabilities and proactively address emerging threats. Lastly, the study highlights the importance of digital literacy, including data literacy and digital citizenship, in preventing cyberattacks and misinformation, suggesting regular employee training and broader public education efforts.\u003c/p\u003e\u003c/div\u003e"},{"header":"7 Limitations, Future directions and conclusion","content":"\u003cp\u003eThe literature review on post-pandemic cybersecurity amid rapid digitalization offers valuable insights into industry challenges and the role of cybersecurity. Still, it can be improved by expanding the review to include more sources and databases would provide a comprehensive analysis of cybersecurity threats. Furthermore, future research should address emerging threats using technologies like AI, blockchain, and quantum computing. The review identifies gaps in the literature, particularly the need for robust analyses of digital watermarking schemes and greater attention to ethical considerations. Future studies should explore cybersecurity's ethical implications. Investigating cyber security's impact on organizational performance and societal well-being and fostering collaboration between sectors for shared cybersecurity plans are important avenues for further research. Additionally, exploring advanced technologies like blockchain and machine learning to enhance cybersecurity is a compelling research prospect.\u003c/p\u003e\u003cp\u003eThis comprehensive assessment of the literature underlines the fundamental significance of cybersecurity in the post-pandemic, rapid digitalization era. The board's view of changes in the cybersecurity risk environment is positively connected with cybersecurity management capabilities and investments. The study also shows that all functions, including cybersecurity practices, require a balanced approach for efficient management. The importance of assessing the current cybersecurity status, determining security gaps, and mitigating cyber risks is also highlighted.\u003c/p\u003e\u003cp\u003eA critical element of cybersecurity challenges facing organizations is employee capability. However, the study has limitations, including a limited focus on certain industries, such as healthcare and banking, and a potential bias toward academic literature. Additionally, the study only considers literature published up to a specific point, and more recent literature may provide different insights into the research topic. Future research directions could include expanding the focus to include other industries and contexts, such as small and medium-sized enterprises, and exploring the potential of new technologies, such as blockchain and artificial intelligence, in enhancing cybersecurity. Furthermore, additional research could explore the impact of cybersecurity on customer trust and satisfaction and the ethical and social implications of cybersecurity practices.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eDeclaration of Interest Statement:\u003c/strong\u003e We affirm that this manuscript is our original work and has not been published or submitted elsewhere. We have no conflicts of interest to disclose and have obtained all necessary permissions for the use of any copyrighted material.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding Declaration:\u0026nbsp;\u003c/strong\u003eNofundings received. \u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n \u003cli\u003eAgelidis, Y. (2016). 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Integrating AI-driven threat intelligence and forecasting in the cyber security exercise content generation lifecycle. \u003cem\u003eInternational Journal of Information Security\u003c/em\u003e, \u003cem\u003e23\u003c/em\u003e(4), 2691\u0026ndash;2710. https://doi.org/10.1007/s10207-024-00860-w\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Cybersecurity, Emerging Technologies, Rapid Digitalization, security concerns, Literature review","lastPublishedDoi":"10.21203/rs.3.rs-7385321/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7385321/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eThe rapid acceleration of digitalization due to the COVID-19 pandemic has significantly reshaped cybersecurity dynamics. This study examines the evolving landscape of cybersecurity in the post-pandemic era, highlighting its critical role in digital transformation. The research explores cybersecurity's impact on business resilience, digital risk management, and the effectiveness of cybersecurity training and AI-driven security solutions. A structured literature review using the TCCM (Theory, Context, Characteristics, and Methodology) method is conducted. Relevant studies published between 2019, and May 2025 are analyzed using a systematic approach, including keyword searches across Scopus, EBSCO, ProQuest, and ScienceDirect. The inclusion criteria focused on cybersecurity's role in business digitalization, excluding studies on technical architectures and protocols. The study categorizes 36 key cybersecurity enablers into six thematic clusters, offering a structured taxonomy aligned with technological, organizational, and human-centric domains. It emphasizes emerging trends such as AI-driven threat detection, proactive security strategies, and integrated cybersecurity approaches for digital transformation and healthcare privacy. The findings emphasize the urgent need for organizations to prioritize cybersecurity as a core component of digital transformation. The study provides insights for policymakers, business leaders, and IT professionals on adopting holistic cybersecurity strategies to mitigate emerging threats. It also calls for enhanced cybersecurity governance, investment in cybersecurity training, and stronger regulatory frameworks. This research contributes to the existing literature by systematically analyzing post-pandemic cybersecurity challenges through the lens of digital transformation. Unlike previous studies that focus solely on cyber threats, this study integrates cybersecurity with business strategy, AI adoption, and managerial decision-making, offering a multidisciplinary perspective.\u003c/p\u003e","manuscriptTitle":"Cybersecurity in the Age of Digital Acceleration: Navigating Risks and Strategies in the Post- Pandemic World","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-09-02 09:04:47","doi":"10.21203/rs.3.rs-7385321/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"facbe2e6-5629-49f0-b5c2-00d2a96ddd46","owner":[],"postedDate":"September 2nd, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2025-11-11T06:38:49+00:00","versionOfRecord":[],"versionCreatedAt":"2025-09-02 09:04:47","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7385321","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7385321","identity":"rs-7385321","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}