{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T11:34:36Z","timestamp":1780054476284,"version":"3.54.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001691","name":"JSPS KAKENHI","doi-asserted-by":"publisher","award":["JP19H02142"],"award-info":[{"award-number":["JP19H02142"]}],"id":[{"id":"10.13039\/501100001691","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Major Project of the Ministry of Industry and Information Technology of China","award":["TC190A3WZ-2"],"award-info":[{"award-number":["TC190A3WZ-2"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61901228"],"award-info":[{"award-number":["61901228"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Summit of the Six Top Talents Program of Jiangsu","award":["XYDXX-010"],"award-info":[{"award-number":["XYDXX-010"]}]},{"name":"Program for High-Level Entrepreneurial and Innovative Team","award":["CZ002SC19001"],"award-info":[{"award-number":["CZ002SC19001"]}]},{"DOI":"10.13039\/501100012327","name":"project of the Key Laboratory of Universal Wireless Communications (BUPT) of Ministry of Education of China","doi-asserted-by":"publisher","award":["KFKT-2020106"],"award-info":[{"award-number":["KFKT-2020106"]}],"id":[{"id":"10.13039\/501100012327","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Project Program of the State Key Laboratory of CAD&CG","award":["A2102"],"award-info":[{"award-number":["A2102"]}]},{"DOI":"10.13039\/501100004835","name":"Zhejiang University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004835","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1109\/tccn.2021.3101239","type":"journal-article","created":{"date-parts":[[2021,7,30]],"date-time":"2021-07-30T19:56:20Z","timestamp":1627674980000},"page":"1898-1909","source":"Crossref","is-referenced-by-count":49,"title":["Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9418-5939","authenticated-orcid":false,"given":"Zhimin","family":"He","sequence":"first","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jie","family":"Yin","sequence":"additional","affiliation":[{"name":"Department of Computer Information and Cyber Security, Jiangsu Police Institute, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7763-4261","authenticated-orcid":false,"given":"Yu","family":"Wang","sequence":"additional","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3888-2881","authenticated-orcid":false,"given":"Guan","family":"Gui","sequence":"additional","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9071-9120","authenticated-orcid":false,"given":"Bamidele","family":"Adebisi","sequence":"additional","affiliation":[{"name":"Department of Engineering, Faculty of Science and Engineering, Manchester Metropolitan University, Manchester, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3961-1426","authenticated-orcid":false,"given":"Tomoaki","family":"Ohtsuki","sequence":"additional","affiliation":[{"name":"Department of Information and Computer Science, Keio University, Yokohama, Japan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3168-8883","authenticated-orcid":false,"given":"Haris","family":"Gacanin","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering and Information Technology, RWTH Aachen University, Aachen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hikmet","family":"Sari","sequence":"additional","affiliation":[{"name":"College of Telecommunications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2003.1248656"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2019.00186"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10010027"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.12.003"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP.2019.00095"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.3024610"},{"key":"ref37","first-page":"571","article-title":"Project ADAM: Building an efficient and scalable deep learning training system","author":"chilimbi","year":"2014","journal-title":"Proc 11th USENIX Symp Oper Syst Design Implement"},{"key":"ref36","article-title":"Federated learning of deep networks using model averaging","author":"mcmahan","year":"2016"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991401"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.01.1900525"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2993782"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2825478"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2003.814521"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ISCC.2015.7405513"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.201"},{"key":"ref14","year":"2015","journal-title":"3 Ways the Internet of Things Will Impact Enterprise Security"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988742"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2008.11.016"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2012.6364024"},{"key":"ref18","first-page":"132","article-title":"Real-time detection of encrypted thunder traffic based on trustworthy behavior association","author":"xiong","year":"2012","journal-title":"Proc Int Conf Trustworthy Comput Services (ISCTCS)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2011.162"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.1900125"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IOTAIS.2018.8600824"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2963371"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761559"},{"key":"ref6","year":"2016","journal-title":"Internet of things (iot) connected devices installed base worldwide from 2015 to 2025"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1800526"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2983143"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2020.2999479"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2480421"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2018.2837907"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2956173"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2683200"},{"key":"ref46","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2017.2714661"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CNS.2015.7346821"},{"key":"ref48","article-title":"Federated optimization: Distributed machine learning for on-device intelligence","author":"kone?n\u00fd","year":"2016"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/1409944.1409959"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2858826"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3034156"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019878"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2971213"},{"key":"ref41","first-page":"98","article-title":"A methodology for analyzing backbone network traffic at stream-level","author":"he","year":"2003","journal-title":"Proc Int Conf Commun Technol"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904364"},{"key":"ref44","year":"2016","journal-title":"Geoip Lookup Service"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/INFCOMW.2017.8116438"},{"key":"ref43","year":"2016","journal-title":"Alexa Top Sites"},{"key":"ref25","article-title":"Detection of unauthorized IoT devices using machine learning techniques","author":"meidan","year":"2017"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9976263\/09502154.pdf?arnumber=9502154","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,26]],"date-time":"2022-12-26T19:17:53Z","timestamp":1672082273000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9502154\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":48,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2021.3101239","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12]]}}}