{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:49:59Z","timestamp":1764960599527,"version":"3.46.0"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"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":["62102212"],"award-info":[{"award-number":["62102212"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shandong Province Youth Innovation and Technology Program Innovation Team","award":["2022KJ296"],"award-info":[{"award-number":["2022KJ296"]}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR202102190210"],"award-info":[{"award-number":["ZR202102190210"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Nanchang Major Science and Technology Project","award":["2023137"],"award-info":[{"award-number":["2023137"]}]},{"name":"Postdoctoral Funding Program of Qingdao","award":["QDBSH20230201012"],"award-info":[{"award-number":["QDBSH20230201012"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Netw. Serv. Manage."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tnsm.2025.3616966","type":"journal-article","created":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T17:39:39Z","timestamp":1759426779000},"page":"6177-6189","source":"Crossref","is-referenced-by-count":0,"title":["SLIoTDI: Scalable and Lightweight IoT Device Identification With Session-Level Grayscale Fingerprinting and Adversarial Training"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4816-7697","authenticated-orcid":false,"given":"Qian","family":"Lu","sequence":"first","affiliation":[{"name":"Department of Computer Science and Technology, Qingdao University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8723-738X","authenticated-orcid":false,"given":"Zaiting","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Qingdao University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8869-6863","authenticated-orcid":false,"given":"Hanlin","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Qingdao University, Qingdao, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7538-338X","authenticated-orcid":false,"given":"Hequn","family":"Xian","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Qingdao University, Qingdao, China"}]}],"member":"263","reference":[{"volume-title":"Number of IoT connected devices worldwide 2019\u20132030","year":"2021","author":"Holst","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3414660"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.5555\/3241189.3241275"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2024.3373887"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122371"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3603257"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2971213"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3001721"},{"key":"ref9","article-title":"HFedDI: A novel privacy preserving horizontal federated learning based scheme for IoT device identification","volume":"214","author":"Shenoy","year":"2023","journal-title":"J. Netw. Comput. Appl."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2024.3386498"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3067354"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.283"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3266444.3266452"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2021.3130312"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3292319"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3106166"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3152404"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2022.3183118"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2021.3101239"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116438"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/PST55820.2022.9851966"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3355369.3355577"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2023.103299"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2889473"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MeditCom55741.2022.9928766"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/info14060320"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2868984"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700284"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom54372.2022.9858239"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/DySPAN53946.2021.9677264"},{"key":"ref31","first-page":"27140","article-title":"Improving out-of-distribution generalization by adversarial training with structured priors","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Wang"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01542"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2023.3340039"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2018.2844341"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2866249"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3314148.3314352"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref38","first-page":"1","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"25","author":"Krizhevsky"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref40","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017","journal-title":"arXiv:1704.04861"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"}],"container-title":["IEEE Transactions on Network and Service Management"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/4275028\/11278396\/11190049.pdf?arnumber=11190049","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:38:20Z","timestamp":1764959900000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11190049\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":41,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tnsm.2025.3616966","relation":{},"ISSN":["1932-4537","2373-7379"],"issn-type":[{"type":"electronic","value":"1932-4537"},{"type":"electronic","value":"2373-7379"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}