{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T07:01:07Z","timestamp":1782975667090,"version":"3.54.5"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,6,1]]},"DOI":"10.1109\/icbc67748.2026.11575484","type":"proceedings-article","created":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T19:34:25Z","timestamp":1782934465000},"page":"1-3","source":"Crossref","is-referenced-by-count":0,"title":["Smart Contract Vulnerability Detection Empowered by LLM: Can It Really Work?"],"prefix":"10.1109","author":[{"given":"Yuxuan","family":"Zhou","sequence":"first","affiliation":[{"name":"Syracuse University,Syracuse,NY,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kunsong","family":"Zhao","sequence":"additional","affiliation":[{"name":"The Hong Kong Polytechnic University,Hong Kong,SAR,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiapu","family":"Luo","sequence":"additional","affiliation":[{"name":"The Hong Kong Polytechnic University,Hong Kong,SAR,China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuzhe","family":"Tang","sequence":"additional","affiliation":[{"name":"Syracuse University,Syracuse,NY,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44041-1_111"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2993600.2993611"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SP40000.2020.00024"},{"key":"ref4","first-page":"1361","article-title":"{SmarTest}: Effectively hunting vulnerable transaction sequences in smart contracts through language {Model-Guided} symbolic execution","volume-title":"30th USENIX Security Symposium (USENIX Security 21)","author":"So"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/WETSEB.2019.00008"},{"key":"ref6","first-page":"9","article-title":"Smartcheck: Static analysis of ethereum smart contracts","volume-title":"Proceedings of the 1st international workshop on emerging trends in software engineering for blockchain","author":"Tikhomirov"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3238147.3238177"},{"key":"ref8","first-page":"778","article-title":"sfuzz: An efficient adaptive fuzzer for solidity smart contracts","volume-title":"Proceedings of the ACM\/IEEE 42nd International Conference on Software Engineering","author":"Nguyen"},{"key":"ref9","article-title":"Smart contract and defi security: Insights from tool evaluations and practitioner surveys","author":"Chaliasos","year":"2023","journal-title":"arXiv preprint arXiv:2304.02981"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3597503.3639152"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3702973"},{"key":"ref12","article-title":"Do you still need a manual smart contract audit?","author":"David","year":"2023","journal-title":"arXiv preprint arXiv:2306.12338"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3605098.3636003"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPS-ISA58951.2023.00044"},{"key":"ref15","article-title":"Gptscan: Detecting logic vulnerabilities in smart contracts by combining gpt with program analysis","author":"Sun","year":"2023","journal-title":"arXiv preprint arXiv:2308.03314"},{"key":"ref16","article-title":"Llm4fuzz: Guided fuzzing of smart contracts with large language models","author":"Shou","year":"2024","journal-title":"arXiv preprint arXiv:2401.11108"},{"key":"ref17","article-title":"Combining fine-tuning and 11m-based agents for intuitive smart contract auditing with justifications","author":"Ma","year":"2024","journal-title":"arXiv preprint arXiv:2403.16073"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SP54263.2024.00126"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2025.241357"},{"key":"ref20","article-title":"Llm4vuln: A unified evaluation framework for decoupling and enhancing 11 ms \u2018 vulnerability reasoning","author":"Sun","year":"2024","journal-title":"arXiv preprint arXiv:2401.16185"},{"key":"ref21","first-page":"1349","article-title":"Smartbugs: A framework to analyze solidity smart contracts","volume-title":"Proceedings of the 35th IEEE\/ACM international conference on automated software engineering","author":"Ferreira"},{"key":"ref22","article-title":"Huanggai-smart contract bug injection framework","author":"Pnegcheng Zhang","year":"2020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3395363.3397385"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.52202\/068431-1800"}],"event":{"name":"2026 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)","location":"Brisbane, Australia","start":{"date-parts":[[2026,6,1]]},"end":{"date-parts":[[2026,6,5]]}},"container-title":["2026 IEEE International Conference on Blockchain and Cryptocurrency (ICBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11575430\/11575431\/11575484.pdf?arnumber=11575484","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T05:28:49Z","timestamp":1782970129000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11575484\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,1]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/icbc67748.2026.11575484","relation":{},"subject":[],"published":{"date-parts":[[2026,6,1]]}}}