{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:11:14Z","timestamp":1785543074822,"version":"3.56.0"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,1]],"date-time":"2023-06-01T00:00:00Z","timestamp":1685577600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"U.K. DCMS funded Project Future RAN: O-RANOS"},{"name":"U.K. DCMS 2022 UK5G Proteus Research Project"},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,6,1]]},"DOI":"10.1109\/jiot.2023.3237032","type":"journal-article","created":{"date-parts":[[2023,1,16]],"date-time":"2023-01-16T19:25:26Z","timestamp":1673897126000},"page":"10095-10112","source":"Crossref","is-referenced-by-count":80,"title":["Federated Feature Selection for Horizontal Federated Learning in IoT Networks"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8211-2924","authenticated-orcid":false,"given":"Xunzheng","family":"Zhang","sequence":"first","affiliation":[{"name":"High Performance Networks Group, Smart Internet Lab, School of Computer Science, Electrical and Electronic Engineering, and Engineering Maths, Faculty of Engineering, University of Bristol, Bristol, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6007-7160","authenticated-orcid":false,"given":"Alex","family":"Mavromatis","sequence":"additional","affiliation":[{"name":"High Performance Networks Group, Smart Internet Lab, School of Computer Science, Electrical and Electronic Engineering, and Engineering Maths, Faculty of Engineering, University of Bristol, Bristol, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonis","family":"Vafeas","sequence":"additional","affiliation":[{"name":"High Performance Networks Group, Smart Internet Lab, School of Computer Science, Electrical and Electronic Engineering, and Engineering Maths, Faculty of Engineering, University of Bristol, Bristol, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4664-9369","authenticated-orcid":false,"given":"Reza","family":"Nejabati","sequence":"additional","affiliation":[{"name":"High Performance Networks Group, Smart Internet Lab, School of Computer Science, Electrical and Electronic Engineering, and Engineering Maths, Faculty of Engineering, University of Bristol, Bristol, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7046-544X","authenticated-orcid":false,"given":"Dimitra","family":"Simeonidou","sequence":"additional","affiliation":[{"name":"High Performance Networks Group, Smart Internet Lab, School of Computer Science, Electrical and Electronic Engineering, and Engineering Maths, Faculty of Engineering, University of Bristol, Bristol, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3075439"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2015.11.001"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3095077"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3090430"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/SRDS51746.2020.00017"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2865604"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2020.3000098"},{"key":"ref55","article-title":"Towards ubiquitous AI in 6G with federated learning","author":"xiao","year":"2020","journal-title":"arXiv 2004 13563"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2787959"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900411"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2020.09.009"},{"key":"ref19","year":"0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118402"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-020-03543-0"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20755"},{"key":"ref48","author":"jarman","year":"2020","journal-title":"Hierarchical cluster analysis Comparison of single linkage complete linkage average linkage and centroid linkage method"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-020-6473-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2014.66"},{"key":"ref41","first-page":"315","article-title":"A novel support vector machine with its features weighted by mutual information","author":"xing","year":"2008","journal-title":"Proc IEEE Int Joint Conf Neural Netw (IEEE World Congr Comput Intell )"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412599"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1162\/089976601750264965"},{"key":"ref49","article-title":"Federated learning on non-iid data silos: An experimental study","author":"li","year":"2021","journal-title":"arXiv 2102 02079"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700202"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3063686"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.cose.2020.101863"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3103320"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2830186"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/6GSUMMIT49458.2020.9083794"},{"key":"ref5","article-title":"Edge computing in IoT: A 6G perspective","author":"ishtiaq","year":"2021","journal-title":"arXiv 2111 08943"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2021.3084970"},{"key":"ref35","first-page":"20","article-title":"Analysis of KDD&#x2019;99 intrusion detection dataset for selection of relevance features","volume":"1","author":"olusola","year":"2010","journal-title":"Proc World Congr Eng Comput Sci (WCECS)"},{"key":"ref34","doi-asserted-by":"crossref","first-page":"3784","DOI":"10.1109\/TNNLS.2017.2736643","article-title":"Credit card fraud detection: A realistic modeling and a novel learning strategy","volume":"29","author":"dal pozzolo","year":"2018","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"key":"ref37","article-title":"Leaf: A benchmark for federated settings","author":"caldas","year":"2018","journal-title":"arXiv 1812 01097"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2938861"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2650978"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2521602"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.05.041"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051480"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2504420"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s40747-021-00637-x"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3051935"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3027980"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8803001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2022.3145333"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-92307-5_56"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2022.3178612"},{"key":"ref20","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","author":"mcmahan","year":"2017","journal-title":"Proc Artif Intell Statist"},{"key":"ref22","first-page":"429","article-title":"Federated optimization in heterogeneous networks","volume":"2","author":"li","year":"2020","journal-title":"Proc Mach Learn Syst"},{"key":"ref21","article-title":"Fair resource allocation in federated learning","author":"li","year":"2019","journal-title":"arXiv 1905 10497"},{"key":"ref28","article-title":"FED-?&#x00B2;: Privacy preserving federated correlation test","author":"wang","year":"2021","journal-title":"arXiv 2105 14618"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICECCE52056.2021.9514222"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10168"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/10128761\/10017376.pdf?arnumber=10017376","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,12]],"date-time":"2023-06-12T18:23:41Z","timestamp":1686594221000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10017376\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,1]]},"references-count":55,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2023.3237032","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,6,1]]}}}