Side-channel Attacks on Quantum Controllers for Extracting Quantum Circuit Information and Countermeasures

preprint OA: closed
Full text JSON View at publisher

Abstract

Abstract With the growing deployment of quantum computing, side-channel attacks have emerged as one of the most serious security threats for cloud quantum service providers. This study investigates whether it is possible to infer the execution order and start times of quantum gates—and ultimately reconstruct the victim circuit—solely from measurements of the power consumption of quantum controllers. While most previous research has focused on reconstructing quantum circuits composed of standard basis gates, the possibility of reconstructing users’ custom quantum circuits from the power leakage of quantum controllers has received little attention. Our approach is evaluated under two observation models: per-channel power and total power. In the per-channel setting, the power trace of each channel is analyzed separately and compared with simulated pulse templates for different gates, in order to identify the most likely gate type and its start time. In this setting, template-based power comparison accurately determines both the gate and its onset time, and simple decision rules reduce misclassification between similar gates. In the total-power setting, an optimization model is employed to recover the logical ordering of the circuit with good accuracy, without requiring access to individual channel traces. The results show that even with a single measurement, circuit reconstruction is feasible provided that the pulse shapes and the device topology are known.
Full text 11,902 characters · extracted from preprint-html · click to expand
Side-channel Attacks on Quantum Controllers for Extracting Quantum Circuit Information and Countermeasures | 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 Side-channel Attacks on Quantum Controllers for Extracting Quantum Circuit Information and Countermeasures Mohammad Javad Ebrahim Shahraki, Mohammad Javad Jannati This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8480564/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 7 You are reading this latest preprint version Abstract With the growing deployment of quantum computing, side-channel attacks have emerged as one of the most serious security threats for cloud quantum service providers. This study investigates whether it is possible to infer the execution order and start times of quantum gates—and ultimately reconstruct the victim circuit—solely from measurements of the power consumption of quantum controllers. While most previous research has focused on reconstructing quantum circuits composed of standard basis gates, the possibility of reconstructing users’ custom quantum circuits from the power leakage of quantum controllers has received little attention. Our approach is evaluated under two observation models: per-channel power and total power. In the per-channel setting, the power trace of each channel is analyzed separately and compared with simulated pulse templates for different gates, in order to identify the most likely gate type and its start time. In this setting, template-based power comparison accurately determines both the gate and its onset time, and simple decision rules reduce misclassification between similar gates. In the total-power setting, an optimization model is employed to recover the logical ordering of the circuit with good accuracy, without requiring access to individual channel traces. The results show that even with a single measurement, circuit reconstruction is feasible provided that the pulse shapes and the device topology are known. Quantum Computing Side-channel Attacks Quantum Circuits Masking-based Defensive Method Full Text Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Editorial decision: Revision requested 23 Mar, 2026 Reviews received at journal 14 Feb, 2026 Reviewers agreed at journal 02 Feb, 2026 Reviewers invited by journal 02 Feb, 2026 Editor assigned by journal 31 Dec, 2025 Submission checks completed at journal 31 Dec, 2025 First submitted to journal 30 Dec, 2025 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. 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-8480564","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":584721706,"identity":"2e4e2f58-8acd-41fd-a6ac-45455aa9e489","order_by":0,"name":"Mohammad Javad Ebrahim Shahraki","email":"","orcid":"","institution":"Iran University of Science and Technology","correspondingAuthor":false,"prefix":"","firstName":"Mohammad","middleName":"Javad Ebrahim","lastName":"Shahraki","suffix":""},{"id":584721707,"identity":"fbd6057f-63f2-41ed-a3f1-48537e47f325","order_by":1,"name":"Mohammad Javad Jannati","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA2ElEQVRIiWNgGAWjYFCCA2CSh58ZJsCMSyWqFgMeyWYYm7AWMDBgMDgAt5EA0G08/OxxQc0fGePjPMafPzDYyTOw8z7Aq8XswDFz4xnHDHjMDvOYSRxgSDZsYGY3IKDlgJk0DxtEC9BhzAkMzGz4HWZ24Pg3aZ5/BjzGzTzGHw4w1BOj5YyZNG+bAY8BM48B0GGHidJSJs3bZ8wjcZitTOKMwXHDNoJabhzfJs3zTc6ev//w5g8VFdXy/PzH8GthADoGCQDDioAdQMDfQFDJKBgFo2AUjHQAADgeOc4DpflWAAAAAElFTkSuQmCC","orcid":"","institution":"Iran University of Science and Technology","correspondingAuthor":true,"prefix":"","firstName":"Mohammad","middleName":"Javad","lastName":"Jannati","suffix":""}],"badges":[],"createdAt":"2025-12-30 11:08:18","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-8480564/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-8480564/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":101942805,"identity":"9f5c42f3-56c0-49a6-bcd4-e4ed8b5c79ab","added_by":"auto","created_at":"2026-02-05 09:38:23","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":583395,"visible":true,"origin":"","legend":"","description":"","filename":"Final.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8480564/v1_covered_5b9a7769-bcee-44b7-bcc4-d124aa280997.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"Side-channel Attacks on Quantum Controllers for Extracting Quantum Circuit Information and Countermeasures","fulltext":[],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":false,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":true,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":true,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"journal-of-cryptographic-engineering","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"jcen","sideBox":"Learn more about [Journal of Cryptographic Engineering](http://link.springer.com/journal/13389)","snPcode":"13389","submissionUrl":"https://submission.nature.com/new-submission/13389/3","title":"Journal of Cryptographic Engineering","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"Quantum Computing, Side-channel Attacks, Quantum Circuits, Masking-based Defensive Method","lastPublishedDoi":"10.21203/rs.3.rs-8480564/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8480564/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"With the growing deployment of quantum computing, side-channel attacks have emerged as one of the most serious security threats for cloud quantum service providers. This study investigates whether it is possible to infer the execution order and start times of quantum gates—and ultimately reconstruct the victim circuit—solely from measurements of the power consumption of quantum controllers.\nWhile most previous research has focused on reconstructing quantum circuits composed of standard basis gates, the possibility of reconstructing users’ custom quantum circuits from the power leakage of quantum controllers has received little attention. Our approach is evaluated under two observation models: per-channel power and total power.\nIn the per-channel setting, the power trace of each channel is analyzed separately and compared with simulated pulse templates for different gates, in order to identify the most likely gate type and its start time. In this setting, template-based power comparison accurately determines both the gate and its onset time, and simple decision rules reduce misclassification between similar gates. In the total-power setting, an optimization model is employed to recover the logical ordering of the circuit with good accuracy, without requiring access to individual channel traces.\nThe results show that even with a single measurement, circuit reconstruction is feasible provided that the pulse shapes and the device topology are known.","manuscriptTitle":"Side-channel Attacks on Quantum Controllers for Extracting Quantum Circuit Information and Countermeasures","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-02-03 11:22:56","doi":"10.21203/rs.3.rs-8480564/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2026-03-23T17:46:52+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-02-14T18:03:37+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"211365951784650711135776347036111098502","date":"2026-02-02T14:25:13+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-02-02T08:13:50+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2025-12-31T05:14:38+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2025-12-31T05:13:35+00:00","index":"","fulltext":""},{"type":"submitted","content":"Journal of Cryptographic Engineering","date":"2025-12-30T11:00:16+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"journal-of-cryptographic-engineering","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"jcen","sideBox":"Learn more about [Journal of Cryptographic Engineering](http://link.springer.com/journal/13389)","snPcode":"13389","submissionUrl":"https://submission.nature.com/new-submission/13389/3","title":"Journal of Cryptographic Engineering","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"em","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"17b1d7ea-a606-4a3c-a264-5fd1d53f345d","owner":[],"postedDate":"February 3rd, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-05-06T03:08:18+00:00","versionOfRecord":[],"versionCreatedAt":"2026-02-03 11:22:56","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8480564","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8480564","identity":"rs-8480564","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

Text is read by the "Ask this paper" AI Q&A widget below. Extraction quality varies by source — PMC NXML preserves structure cleanly, OA-HTML may include some navigation residue, and OA-PDF can have broken hyphenation. The publisher copy (via DOI) is the canonical version.

My notes (saved in your browser only)

Ask this paper AI returns verbatim quotes from the full text · source: preprint-html

Answers must be backed by verbatim quotes from this paper's full text. Hallucinated quotes are dropped automatically; if no verbatim passage answers the question, we say so. How this works

Citation neighborhood (no data yet)

We don't have any in-corpus citations linked to this paper yet. This is a recent paper (2026) — citers typically take a year or two to land, and the OpenAlex reference graph may still be filling in.

Source provenance

europepmc
last seen: 2026-05-20T01:45:00.602351+00:00