{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T08:34:36Z","timestamp":1776155676262,"version":"3.50.1"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,1]],"date-time":"2021-12-01T00:00:00Z","timestamp":1638316800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100016804","name":"Shenzhen Technology Research and Development Fund","doi-asserted-by":"publisher","award":["JCYJ20190808120415286"],"award-info":[{"award-number":["JCYJ20190808120415286"]}],"id":[{"id":"10.13039\/100016804","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Guangdong Science Fund","doi-asserted-by":"publisher","award":["2114050003104"],"award-info":[{"award-number":["2114050003104"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Guangdong Science Fund","doi-asserted-by":"publisher","award":["2021A1515011915"],"award-info":[{"award-number":["2021A1515011915"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Cogn. Commun. Netw."],"published-print":{"date-parts":[[2021,12]]},"DOI":"10.1109\/tccn.2021.3105554","type":"journal-article","created":{"date-parts":[[2021,8,17]],"date-time":"2021-08-17T20:18:43Z","timestamp":1629231523000},"page":"1099-1111","source":"Crossref","is-referenced-by-count":5,"title":["Detection of Insider Attacks in Distributed Projected Subgradient Algorithms"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3451-5603","authenticated-orcid":false,"given":"Sissi Xiaoxiao","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7363-1060","authenticated-orcid":false,"given":"Gangqiang","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7937-5870","authenticated-orcid":false,"given":"Shengli","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6875-0711","authenticated-orcid":false,"given":"Xiaohui","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","first-page":"5904","article-title":"Collaborative deep learning in fixed topology networks","author":"jiang","year":"2017","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2964162"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3278496"},{"key":"ref32","first-page":"38","article-title":"Discovery of malicious nodes in wireless sensor networks using neural predictors","volume":"2","author":"doboli","year":"2007","journal-title":"WSEAS Trans Comput Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2908074"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904329"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006216"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9053030"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2978458"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/SERVICES.2019.00051"},{"key":"ref10","article-title":"Problems in decentralized decision making and computation","author":"tsitsiklis","year":"1984"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.2858"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1007\/s10957-010-9737-7","article-title":"Distributed stochastic subgradient projection algorithms for convex optimization","volume":"147","author":"ram","year":"2010","journal-title":"J Optim Theory Appl"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2015.7447011"},{"key":"ref13","first-page":"3644","article-title":"Data injection attack on decentralized optimization","author":"wu","year":"2018","journal-title":"Proc IEEE Int Conf Acoust Speech Signal Process (ICASSP)"},{"key":"ref14","first-page":"1","article-title":"Detecting and localizing adversarial nodes using neural networks","author":"li","year":"2018","journal-title":"Proc IEEE 19th Int Workshop Signal Process Adv Wireless Commun (SPAWC) (IEEE SPAWC)"},{"key":"ref15","first-page":"900","article-title":"Vulnerability and protection for distributed consensus-based spectrum sensing in cognitive radio networks","author":"yan","year":"2012","journal-title":"Proc IEEE InfoCom"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2742859"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2018.2836919"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2015.7421145"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2016.2614898"},{"key":"ref28","author":"devlin","year":"2018","journal-title":"BERT Pre-training of deep bidirectional transformers for language understanding"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2877217"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCCN.2019.2918530"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2018.2873152"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2804669"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2846568"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2245726"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2007.907125"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2010.2041686"},{"key":"ref9","first-page":"74","article-title":"Gossip learning as a decentralized alternative to federated learning","author":"heged?s","year":"2019","journal-title":"Proc IFIP Int Conf Distrib Appl Interoperable Syst"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.91.028701"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref22","author":"kailkhura","year":"2015","journal-title":"Consensus based detection in the presence of data falsification attacks"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2016.2607119"},{"key":"ref42","author":"daily","year":"2018","journal-title":"GossipGrad Scalable Deep Learning Using Gossip Communication Based Asynchronous Gradient Descent"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/DSW.2019.8755572"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.11.002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICSEE.2018.8646074"},{"key":"ref44","author":"palm","year":"2012","journal-title":"Prediction as A Candidate for Learning Deep Hierarchical Models of Data"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CoDIT49905.2020.9263882"},{"key":"ref43","author":"blot","year":"2018","journal-title":"GOSGD Distributed optimization for deep learning with Gossip exchange"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2019.12.185"}],"container-title":["IEEE Transactions on Cognitive Communications and Networking"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687307\/9642385\/09515413.pdf?arnumber=9515413","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:54:04Z","timestamp":1652194444000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9515413\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12]]},"references-count":45,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tccn.2021.3105554","relation":{},"ISSN":["2332-7731","2372-2045"],"issn-type":[{"value":"2332-7731","type":"electronic"},{"value":"2372-2045","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,12]]}}}