{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,16]],"date-time":"2026-05-16T02:00:51Z","timestamp":1778896851762,"version":"3.51.4"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"24","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"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":["62272198"],"award-info":[{"award-number":["62272198"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Provincial Science and Technology Plan Project","award":["2021B1111600001"],"award-info":[{"award-number":["2021B1111600001"]}]},{"name":"Guangdong Key Laboratory of Data Security and Privacy Preserving","award":["2023B1212060036"],"award-info":[{"award-number":["2023B1212060036"]}]},{"name":"Guangdong-Hong Kong Joint Laboratory for Data Security and Privacy Preserving","award":["2023B1212120007"],"award-info":[{"award-number":["2023B1212120007"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2024A1515010121"],"award-info":[{"award-number":["2024A1515010121"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Special Funds for the Cultivation of Guangdong College Students\u2019 Scientific and Technological Innovation","award":["pdjh2024a053"],"award-info":[{"award-number":["pdjh2024a053"]}]},{"name":"Special Funds for the Cultivation of Guangdong College Students\u2019 Scientific and Technological Innovation","award":["pdjh2025ak028"],"award-info":[{"award-number":["pdjh2025ak028"]}]},{"DOI":"10.13039\/501100019356","name":"Cybersecurity College Student Innovation Funding Program (Topsec Technologies Group Inc","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100019356","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/jiot.2025.3613449","type":"journal-article","created":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T17:26:07Z","timestamp":1758648367000},"page":"52706-52719","source":"Crossref","is-referenced-by-count":2,"title":["Unveiling Blockchain Transactions Insights: Behavioral Anomaly Detection via Relational Mechanisms"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6091-8062","authenticated-orcid":false,"given":"Zeyan","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science, Shanghai Jiao Tong University, Shanghai, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5610-005X","authenticated-orcid":false,"given":"Shengda","family":"Zhuo","sequence":"additional","affiliation":[{"name":"College of Cyber Security, Jinan University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-1264-8686","authenticated-orcid":false,"given":"Yichen","family":"Shi","sequence":"additional","affiliation":[{"name":"Jinan University and University of Birmingham Joint Institution, Jinan University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiadong","family":"Huang","sequence":"additional","affiliation":[{"name":"Jinan University and University of Birmingham Joint Institution, Jinan University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1855-7642","authenticated-orcid":false,"given":"Jinchun","family":"He","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-9654-9515","authenticated-orcid":false,"given":"Wangjie","family":"Qiu","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhiming","family":"Zheng","sequence":"additional","affiliation":[{"name":"Institute of Artificial Intelligence, Beijing Advanced Innovation Center for Future Blockchain and Privacy Computing, Beihang University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9551-022X","authenticated-orcid":false,"given":"Shuqiang","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Cyber Security, Jinan University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0960-4447","authenticated-orcid":false,"given":"Min","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7693-7543","authenticated-orcid":false,"given":"Yin","family":"Tang","sequence":"additional","affiliation":[{"name":"School of Management, Jinan University, Guangzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2019.2895123"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2854904"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2021.107299"},{"key":"ref4","article-title":"Graph attention networks","author":"Veli\u010dkovi\u0107","year":"2017","journal-title":"arXiv:1710.10903"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2019.00070"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539121"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jii.2021.100312"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105503"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2025.3560635"},{"key":"ref10","first-page":"34926","article-title":"Chartalist: Labeled graph datasets for utxo and account-based blockchains","volume-title":"Proc. NeurIPS","volume":"35","author":"Shamsi"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3287655"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2020.104078"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.05.013"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.01.067"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.10.001"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3025622"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICBC51069.2021.9461119"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2973023"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2015.11.016"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3439950"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3053842"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3398071"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2021.107087"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12040993"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3132465.3132474"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2023.3298253"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3694966"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref30","first-page":"582","article-title":"Support vector method for novelty detection","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"12","author":"Sch\u00f6lkopf"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/342009.335388"},{"key":"ref32","first-page":"333","article-title":"Unsupervised anomaly detection in network intrusion detection using clusters","volume-title":"Proc. 28th Australas. Conf. Comput. Sci.","author":"Leung"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/616"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3443141"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3291371"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC51774.2021.00051"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS54753.2022.9797992"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108162"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i06.6565"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3308560.3316586"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014424"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3272010"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5984"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357876"},{"key":"ref45","article-title":"Graph neural networks are inherently good generalizers: Insights by bridging GNNs and MLPs","author":"Yang","year":"2022","journal-title":"arXiv:2212.09034"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11293846\/11176149.pdf?arnumber=11176149","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,11]],"date-time":"2025-12-11T18:47:52Z","timestamp":1765478872000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11176149\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":45,"journal-issue":{"issue":"24"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3613449","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12,15]]}}}