{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,1]],"date-time":"2026-02-01T22:05:21Z","timestamp":1769983521944,"version":"3.49.0"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2020YFB1806602"],"award-info":[{"award-number":["2020YFB1806602"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"publisher","award":["62001048"],"award-info":[{"award-number":["62001048"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002766","name":"Beijing University of Posts and Telecommunications\u2013China Mobile Research Institute Joint Innovation Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002766","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Commun. Soc."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/ojcoms.2023.3290625","type":"journal-article","created":{"date-parts":[[2023,6,29]],"date-time":"2023-06-29T17:31:27Z","timestamp":1688059887000},"page":"1417-1429","source":"Crossref","is-referenced-by-count":11,"title":["Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles"],"prefix":"10.1109","volume":"4","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-9336-4955","authenticated-orcid":false,"given":"Zixuan","family":"Liang","sequence":"first","affiliation":[{"name":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"given":"Penglin","family":"Yang","sequence":"additional","affiliation":[{"name":"Business Research Department, China Mobile Research Institute, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4300-3135","authenticated-orcid":false,"given":"Chenyu","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0404-4310","authenticated-orcid":false,"given":"Xinchen","family":"Lyu","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1002\/int.22818"},{"key":"ref35","author":"ruder","year":"2016","journal-title":"An overview of gradient descent optimization algorithms"},{"key":"ref12","first-page":"1333","article-title":"Privacy-preserving deep learning via additively homomorphic encryption","volume":"13","author":"aono","year":"2017","journal-title":"IEEE Trans Inf Forensics Security"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7908-2604-3_16"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2929409"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2011.061710.00109"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2022.3208736"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.2300140"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2934002"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TWC.2020.3024629"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"key":"ref33","first-page":"5381","article-title":"A unified theory of decentralized SGD with changing topology and local updates","author":"koloskova","year":"2020","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS51616.2021.00081"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2021.12.002"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.012.2100587"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3058573"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysconle.2004.02.022"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118401"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2022.100471"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC40277.2020.9148862"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2021.3077893"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3131654"},{"key":"ref24","article-title":"Swarm learning-based dynamic optimal management for traffic congestion in 6G-Driven intelligent transportation system","author":"liu","year":"2020","journal-title":"IEEE Trans Intell Transp Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-022-01768-5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2964162"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2022.3152445"},{"key":"ref42","first-page":"128","article-title":"Recent development and applications of SUMO-simulation of urban mobility","volume":"5","author":"krajzewicz","year":"2012","journal-title":"Int J Adv Syst Meas"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT50566.2022.9834707"},{"key":"ref41","first-page":"2909","article-title":"CVXPY: A Python-embedded modeling language for convex optimization","volume":"17","author":"diamond","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2942190"},{"key":"ref43","author":"lecun","year":"2015","journal-title":"Lenet-5 convolutional neural networks"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118344"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2024789118"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.2000397"},{"key":"ref29","article-title":"Budget-aware user satisfaction maximization on service provisioning in mobile edge computing","author":"li","year":"2022","journal-title":"IEEE Trans Mobile Comput"},{"key":"ref8","first-page":"16937","article-title":"Inverting gradients-how easy is it to break privacy in federated learning?","volume":"33","author":"geiping","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref7","article-title":"User-label leakage from gradients in federated learning","author":"wainakh","year":"2021","journal-title":"arXiv 2105 09369"},{"key":"ref9","article-title":"Differentially private federated learning: A client level perspective","author":"geyer","year":"2017","journal-title":"arXiv 1712 07557"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3019101"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2021.3118346"},{"key":"ref6","article-title":"IDLG: Improved deep leakage from gradients","author":"zhao","year":"2020","journal-title":"arXiv 2001 02610"},{"key":"ref5","first-page":"14747","article-title":"Deep leakage from gradients","volume":"32","author":"zhu","year":"2019","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref40","article-title":"SCAFFOLD: Stochastic controlled averaging for federated learning","author":"karimireddy","year":"2019","journal-title":"arXiv 1910 06378"}],"container-title":["IEEE Open Journal of the Communications Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8782661\/10008219\/10168161.pdf?arnumber=10168161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:35:37Z","timestamp":1691433337000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10168161\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/ojcoms.2023.3290625","relation":{},"ISSN":["2644-125X"],"issn-type":[{"value":"2644-125X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}