{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T16:07:02Z","timestamp":1770739622274,"version":"3.49.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,2,15]],"date-time":"2026-02-15T00:00:00Z","timestamp":1771113600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Insight Research Ireland Centre for Data Analytics and High Level Talent International Training Program of Henan Province","award":["12\/RC\/2289_P2"],"award-info":[{"award-number":["12\/RC\/2289_P2"]}]},{"name":"Insight Research Ireland Centre for Data Analytics and High Level Talent International Training Program of Henan Province","award":["GCC2025010"],"award-info":[{"award-number":["GCC2025010"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2026,2,15]]},"DOI":"10.1109\/jiot.2025.3634357","type":"journal-article","created":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T18:46:53Z","timestamp":1763491613000},"page":"6105-6115","source":"Crossref","is-referenced-by-count":0,"title":["PoisonShield-FL-NIDS: A Robust Defense Against Poisoning Attacks in Federated Learning Intrusion Detection"],"prefix":"10.1109","volume":"13","author":[{"given":"Muhammad","family":"Ilyas","sequence":"first","affiliation":[{"name":"School of Computer and Information Engineering, Henan University, Kaifeng, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8722-7790","authenticated-orcid":false,"given":"Nadeem Iqbal","family":"Kajla","sequence":"additional","affiliation":[{"name":"School of Computer Science and the Data Science Institute, University of Galway, Galway, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4443-7285","authenticated-orcid":false,"given":"Michael G.","family":"Madden","sequence":"additional","affiliation":[{"name":"School of Computer Science and the Data Science Institute, University of Galway, Galway, Ireland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3418-9772","authenticated-orcid":false,"given":"Gaojuan","family":"Fan","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Henan University, Kaifeng, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1632-7238","authenticated-orcid":false,"given":"Chongsheng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Henan University, Kaifeng, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3173-9783","authenticated-orcid":false,"given":"Hafiz Muhammad Sanaullah","family":"Badar","sequence":"additional","affiliation":[{"name":"School of Computer and Information Engineering, Henan University, Kaifeng, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49660.2025.10889171"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2025.3562751"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3386631"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2023.3236995"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DICCT61038.2024.10533096"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCBD-AI65562.2024.00030"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS57453.2023.10225769"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC51664.2024.10454669"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/FNWF58287.2023.10520474"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICN60549.2023.10426084"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/AICIT62434.2024.10730009"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC58397.2023.10218054"},{"key":"ref13","first-page":"1","article-title":"Iot intrusion detection based on personalized federated learning","volume-title":"Proc. 24th Asia\u2013Pacific Netw. Operation Manage. Symp. (APNOMS)","author":"Zhang"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MILCOM58377.2023.10356272"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCPCT61902.2024.10672938"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CCAAW57883.2023.10219228"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3460468"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIQSA64000.2024.10882184"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s43926-023-00034-5"},{"key":"ref20","first-page":"1","article-title":"Hierarchical federated learning-based intrusion detection for in-vehicle networks","volume-title":"Proc. 4th Int. Conf. Ubiquitous Comput. Intell. Inf. Syst.","author":"Samson"},{"key":"ref21","first-page":"1","article-title":"Efficient intrusion detection in ami systems based on federated semi-supervised learning","volume-title":"Proc. IEEE Int. Conf. Commun. (ICC)","author":"Xia"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon56624.2025.10971473"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CSCE60160.2023.00024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/s24103218"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2024.3458985"},{"key":"ref26","article-title":"Enhancing cloud security: A novel 1D CNN-informer framework for intrusion detection with hunger game search optimization","author":"Gandam","year":"2025","journal-title":"SSRN"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/NNICE61279.2024.10498908"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IECON55916.2024.10905821"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2024.3436149"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/0952813X.2024.2391778"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CSR61664.2024.10679348"},{"key":"ref32","first-page":"10572","article-title":"FedAvg with fine tuning: Local updates lead to representation learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Collins"},{"key":"ref33","first-page":"5650","article-title":"Byzantine-robust distributed learning: Towards optimal statistical rates","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yin"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/s24144591"},{"key":"ref35","first-page":"119","article-title":"Machine learning with adversaries: Byzantine tolerant gradient descent","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","author":"Blanchard"},{"key":"ref36","first-page":"3518","article-title":"The hidden vulnerability of distributed learning in Byzantium","volume-title":"Proc. 35th Int. Conf. Mach. Learn. (ICML)","author":"Mhamdi"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24434"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/network3010008"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s10723-023-09725-3"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11372629\/11251225.pdf?arnumber=11251225","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,9]],"date-time":"2026-02-09T21:08:04Z","timestamp":1770671284000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11251225\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,2,15]]},"references-count":39,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2025.3634357","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,2,15]]}}}