{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T21:02:57Z","timestamp":1775854977674,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFB2101700"],"award-info":[{"award-number":["2019YFB2101700"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62202303"],"award-info":[{"award-number":["62202303"]}],"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":["62471301"],"award-info":[{"award-number":["62471301"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science project of State Grid Information & Telecommunication Co., Ltd.","award":["SGXT0000AQJS2500062"],"award-info":[{"award-number":["SGXT0000AQJS2500062"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/tnsm.2025.3574716","type":"journal-article","created":{"date-parts":[[2025,5,29]],"date-time":"2025-05-29T13:23:16Z","timestamp":1748524996000},"page":"4096-4111","source":"Crossref","is-referenced-by-count":2,"title":["HFL-RD: Heterogeneous Federated Learning-Empowered Ransomware Detection via APIs and Traffic Features"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0009-0003-7356-5205","authenticated-orcid":false,"given":"Kun","family":"Lan","sequence":"first","affiliation":[{"name":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3913-5001","authenticated-orcid":false,"given":"Gaolei","family":"Li","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-7053-639X","authenticated-orcid":false,"given":"Wenkai","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6831-3973","authenticated-orcid":false,"given":"Jianhua","family":"Li","sequence":"additional","affiliation":[{"name":"School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-024-00819-x"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1063\/5.0181914"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116198"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3322412"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2023.103349"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2023.0140124"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3233\/JCS-191346"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.02.249"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-9008-1_20"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04043-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11416-023-00501-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2024.103703"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3240025"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11227-023-05741-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1717\/1\/012024"},{"key":"ref16","article-title":"Majority voting approach to ransomware detection","author":"Davies","year":"2023","journal-title":"arXiv:2305.18852"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2907485"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/bdcc7030143"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.25271\/sjuoz.2022.10.1.865"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2024.101925"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/electronics12183899"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCSI.2023.3299532"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2021.3099084"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-020-07166-9"},{"key":"ref25","article-title":"Detection of ransomware attacks using federated learning based on the CNN model","author":"Nguyen","year":"2024","journal-title":"arXiv:2405.00418"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3124634"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12200"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MS.2024.3416036"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1049\/csy2.12117"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-41181-6_33"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/globecom54140.2023.10437540"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/HONET59747.2023.10375023"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/tnet.2024.3424444"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-62908-0"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/comjnl\/bxad005"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.14569\/ijacsa.2021.0121016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-018-1095-6"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2024.3373601"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2023.035720"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10207-022-00589-4"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.fsidi.2021.301314"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-023-04223-3"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.52783\/jes.695"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2018.2884928"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICBAIE49996.2020.00041"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3671016.3674806"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2024.103862"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3410511"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11194281\/11017753.pdf?arnumber=11017753","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,8]],"date-time":"2025-10-08T17:38:06Z","timestamp":1759945086000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11017753\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":48,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2025.3574716","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"value":"1932-4537","type":"electronic"},{"value":"2373-7379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10]]}}}