Blockchain-Powered Threat Intelligence Sharing: A Decentralized Framework for Real-Time Cyber Defense

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Abstract

Conventional threat-sharing systems fall apart under trust gaps, delays, and centralized weaknesses in a society plagued with ongoing cyberattacks. This paper redefines cybersecurity as a shared shield—a distributed decentralized system driven by blockchain technology whereby businesses unite against invisible enemies. We combine the accuracy of artificial intelligence with the unbreakable ledger of the blockchain to build a real-time defense network. Hybrid consensus (PoA + Reputation-Based) verifies risks so guaranteeing credibility without invading personal space. While federated artificial intelligence models—Bayesian Trust, logistic regression, GMM—detect anomalies and prioritize risks—Smart contracts work as digital guardians, auto-deploying countermeasures like firewall updates. There is a change in more spheres than merely technology here. Eliminating barriers to openness helps companies to fight together in relentless alliances instead of working alone. Turning vulnerability into awareness will help us to create a safer digital future
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Blockchain-Powered Threat Intelligence Sharing: A Decentralized Framework for Real-Time Cyber Defense | Authorea try { document.documentElement.classList.add('js'); } catch (e) { } var _gaq = _gaq || []; _gaq.push(['_setAccount', 'G-8VDV14Y67G']); _gaq.push(['_trackPageview']); (function() { var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true; ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js'; var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s); })(); Skip to main content Preprints Collections Wiley Open Research IET Open Research Ecological Society of Japan All Collections About About Authorea FAQs Contact Us Quick Search anywhere Search for preprint articles, keywords, etc. Search Search ADVANCED SEARCH SCROLL This is a preprint and has not been peer reviewed. Data may be preliminary. 30 May 2025 V1 Latest version Share on Blockchain-Powered Threat Intelligence Sharing: A Decentralized Framework for Real-Time Cyber Defense Author : Hariom Gujar 0000-0003-3060-9434 [email protected] Authors Info & Affiliations https://doi.org/10.22541/au.174859924.40793972/v1 248 views 126 downloads Contents Abstract Supplementary Material Information & Authors Metrics & Citations View Options References Figures Tables Media Share Abstract Conventional threat-sharing systems fall apart under trust gaps, delays, and centralized weaknesses in a society plagued with ongoing cyberattacks. This paper redefines cybersecurity as a shared shield—a distributed decentralized system driven by blockchain technology whereby businesses unite against invisible enemies. We combine the accuracy of artificial intelligence with the unbreakable ledger of the blockchain to build a real-time defense network. Hybrid consensus (PoA + Reputation-Based) verifies risks so guaranteeing credibility without invading personal space. While federated artificial intelligence models—Bayesian Trust, logistic regression, GMM—detect anomalies and prioritize risks—Smart contracts work as digital guardians, auto-deploying countermeasures like firewall updates. There is a change in more spheres than merely technology here. Eliminating barriers to openness helps companies to fight together in relentless alliances instead of working alone. Turning vulnerability into awareness will help us to create a safer digital future Supplementary Material File (blockchain application_may.docx) Download 445.88 KB Information & Authors Information Version history V1 Version 1 30 May 2025 Copyright This work is licensed under a Non Exclusive No Reuse License. Keywords access control communication security cybersecurity issues affecting communications data-centric security information security Authors Affiliations Hariom Gujar 0000-0003-3060-9434 [email protected] Manipal University Jaipur View all articles by this author Metrics & Citations Metrics Article Usage 248 views 126 downloads .FvxKWukQNSOunydq8rnd { width: 100px; } Citations Download citation Hariom Gujar. Blockchain-Powered Threat Intelligence Sharing: A Decentralized Framework for Real-Time Cyber Defense. Authorea . 30 May 2025. DOI: https://doi.org/10.22541/au.174859924.40793972/v1 If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download. For more information or tips please see 'Downloading to a citation manager' in the Help menu . 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