{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T21:01:16Z","timestamp":1783458076968,"version":"3.55.0"},"reference-count":59,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62172360"],"award-info":[{"award-number":["62172360"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U21A20467"],"award-info":[{"award-number":["U21A20467"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Serv. Comput."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/tsc.2024.3489439","type":"journal-article","created":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T17:34:53Z","timestamp":1730396093000},"page":"3345-3358","source":"Crossref","is-referenced-by-count":7,"title":["DeFiGuard: A Price Manipulation Detection Service in DeFi Using Graph Neural Networks"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4199-4318","authenticated-orcid":false,"given":"Dabao","family":"Wang","sequence":"first","affiliation":[{"name":"Faculty of Information Technology, Monash University, Clayton, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bang","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Computing Technologies, RMIT University, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3701-4946","authenticated-orcid":false,"given":"Xingliang","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Computing and Information Systems, University of Melbourne, Parkville, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1675-5283","authenticated-orcid":false,"given":"Lei","family":"Wu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7610-4736","authenticated-orcid":false,"given":"Yajin","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, Hangzhou, Zhejiang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1946-5361","authenticated-orcid":false,"given":"Helei","family":"Cui","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, Shaanxi, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833734"},{"key":"ref2","article-title":"The blockchain imitation game","author":"Qin","year":"2023"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SP40000.2020.00040"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/SP40001.2021.00027"},{"key":"ref5","article-title":"DeFiRanger: Detecting price manipulation attacks on DeFi applications","author":"Wu","year":"2021"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/SP46215.2023.10179435"},{"key":"ref7","article-title":"Slowmist hacked","year":"2022"},{"key":"ref8","article-title":"De.Fi rekt database","year":"2022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/454"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330931"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313488"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5393"},{"key":"ref13","article-title":"Bitcoin: A peer-to-peer electronic cash system","author":"Nakamoto","year":"2008","journal-title":"Decentralized Bus. Rev."},{"issue":"2014","key":"ref14","first-page":"1","article-title":"Ethereum: A secure decentralised generalised transaction ledger","volume":"151","author":"Wood","year":"2014","journal-title":"Ethereum Project Yellow Paper"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/379"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3095196"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833670"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3588771"},{"key":"ref19","article-title":"bZx hack full disclosure (with detailed profit analysis)","year":"2020"},{"key":"ref20","article-title":"Deep graph library: Towards efficient and scalable deep learning on graphs","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang"},{"key":"ref21","article-title":"Semi-supervised classification with graph convolutional networks","author":"Kipf","year":"2016"},{"issue":"20","key":"ref22","first-page":"10","article-title":"Graph attention networks","volume-title":"stat","volume":"1050","author":"Velickovic"},{"key":"ref23","first-page":"1024","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Hamilton"},{"key":"ref24","article-title":"How powerful are graph neural networks?","author":"Xu","year":"2018"},{"key":"ref25","first-page":"3837","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Defferrard"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220078"},{"key":"ref27","article-title":"Adversarial attacks on graph neural networks via meta learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Z\u00fcgner"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/SP54263.2024.00110"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978309"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01090-4_30"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3274694.3274743"},{"key":"ref32","article-title":"The art of the scam: Demystifying honeypots in ethereum smart contracts","author":"Torres","year":"2019"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ASE.2019.00133"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3360615"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3274694.3274737"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833721"},{"key":"ref37","first-page":"1361","article-title":"SmarTeST: Effectively hunting vulnerable transaction sequences in smart contracts through language model-guided symbolic execution","volume-title":"Proc. USENIX Secur. Symp.","author":"So"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03769-7_8"},{"key":"ref39","first-page":"2757","article-title":"ETHBMC: A bounded model checker for smart contracts","volume-title":"Proc. USENIX Secur. Symp.","author":"Frank"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417250"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3385412.3385990"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3533767.3534378"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23082"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243780"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC52881.2021.00021"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3276486"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2019.23413"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/WETSEB.2019.00008"},{"key":"ref49","first-page":"9","article-title":"SmartCheck: Static analysis of Ethereum smart contracts","volume-title":"Proc. 1st Int. Workshop Emerg. Trends Softw. Eng. Blockchain","author":"Tikhomirov"},{"key":"ref50","article-title":"Blockchain large language models","author":"Gai","year":"2023"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-43725-1_13"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVCBT50464.2020.00005"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-64322-8_1"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3558535.3559780"},{"key":"ref55","first-page":"6557","article-title":"VulChecker: Graph-based vulnerability localization in source code","volume-title":"Proc. USENIX Secur. Symp.","author":"Mirsky"},{"key":"ref56","first-page":"10 197","article-title":"Devign: Effective vulnerability identification by learning comprehensive program semantics via graph neural networks","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Zhou"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3436877"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3044773"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1145\/3510454.3516865"}],"container-title":["IEEE Transactions on Services Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4629386\/10818968\/10740038.pdf?arnumber=10740038","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,3]],"date-time":"2025-01-03T04:33:34Z","timestamp":1735878814000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10740038\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":59,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tsc.2024.3489439","relation":{},"ISSN":["1939-1374","2372-0204"],"issn-type":[{"value":"1939-1374","type":"electronic"},{"value":"2372-0204","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}