Publication:
Smart Contract Vulnerability Detection: A Systematic Literature Review

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dc.conference.date2025-10-22 through 2025-10-23
dc.conference.locationAnkara
dc.contributor.coauthorAlici, Uzay Isin
dc.contributor.coauthorTahir, Muhammad Usman
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.departmentKUIS AI (Koç University & İş Bank Artificial Intelligence Center)
dc.contributor.kuauthorÖrsdemir, Alperen
dc.contributor.kuauthorKüpçü, Alptekin
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.schoolcollegeinstituteResearch Center
dc.date.accessioned2026-01-16T08:47:06Z
dc.date.available2026-01-16
dc.date.issued2025
dc.description.abstractBlockchain technology allows us to make trust-based transactions without third-party intermediaries. However, its rapidly developing nature brings serious security vulnerabilities. These vulnerabilities are a research priority because smart contracts (SC) maintained on the blockchain system cannot be modified or reversed after deployment. Our research indicates that Deep Learning (DL) and Machine Learning (ML) methodologies have recently become popular for detecting these vulnerabilities in SC. This systematic literature evaluation highlights its contributions compared to similar studies with the most common vulnerabilities.
dc.description.fulltextNo
dc.description.harvestedfromManual
dc.description.indexedbyScopus
dc.description.publisherscopeInternational
dc.description.readpublishN/A
dc.description.sponsoredbyTubitakEuN/A
dc.identifier.doi10.1109/ISCTrkiye68593.2025.11224848
dc.identifier.embargoNo
dc.identifier.isbn9798331557102
dc.identifier.quartileN/A
dc.identifier.scopus2-s2.0-105025193623
dc.identifier.urihttps://doi.org/10.1109/ISCTrkiye68593.2025.11224848
dc.identifier.urihttps://hdl.handle.net/20.500.14288/32125
dc.keywordsBlockchain
dc.keywordsMachine learning
dc.keywordsSmart contract
dc.keywordsVulnerability
dc.language.isoeng
dc.publisherInstitute of electrical and electronics engineers inc.
dc.relation.affiliationKoç University
dc.relation.collectionKoç University Institutional Repository
dc.relation.ispartof2025 18th International Conference on Information Security and Cryptology Iscturkiye 2025 Proceedings
dc.relation.openaccessNo
dc.rightsCopyrighted
dc.subjectInformation systems
dc.subjectBlockchain
dc.titleSmart Contract Vulnerability Detection: A Systematic Literature Review
dc.typeConference Proceeding
dspace.entity.typePublication
person.familyNameÖrsdemir
person.familyNameKüpçü
person.givenNameAlperen
person.givenNameAlptekin
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relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae
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