{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T15:50:51Z","timestamp":1776181851625,"version":"3.50.1"},"reference-count":53,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T00:00:00Z","timestamp":1656633600000},"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":["61932005"],"award-info":[{"award-number":["61932005"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61701037"],"award-info":[{"award-number":["61701037"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"111 Project of China","award":["B16006"],"award-info":[{"award-number":["B16006"]}]},{"name":"National High Technology Research and Development of China","award":["2014AA01A701"],"award-info":[{"award-number":["2014AA01A701"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2022,7]]},"DOI":"10.1109\/tits.2021.3081560","type":"journal-article","created":{"date-parts":[[2021,6,16]],"date-time":"2021-06-16T19:46:26Z","timestamp":1623872786000},"page":"8423-8434","source":"Crossref","is-referenced-by-count":207,"title":["Privacy-Preserved Federated Learning for Autonomous Driving"],"prefix":"10.1109","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8851-9303","authenticated-orcid":false,"given":"Yijing","family":"Li","sequence":"first","affiliation":[{"name":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9518-1622","authenticated-orcid":false,"given":"Xiaofeng","family":"Tao","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7096-9667","authenticated-orcid":false,"given":"Xuefei","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"given":"Junjie","family":"Liu","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0041-1427","authenticated-orcid":false,"given":"Jin","family":"Xu","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Mobile Network Technologies, Beijing University of Posts and Telecommunications, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.7588230"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2020.2965159"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2745201"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.001.1900141"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3003715.3005403"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1721654.1721679"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2019.2948775"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025462"},{"key":"ref9","article-title":"A Bayesian inference-based feedback on car-following behavior: Improving the validity of traffic simulations with human driving input","author":"Molenaar","year":"2014"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2019.8813861"},{"key":"ref11","article-title":"Federated optimization: Distributed machine learning for on-device intelligence","volume-title":"arXiv:1610.02527","author":"Kone\u010dn\u00fd","year":"2016"},{"key":"ref12","article-title":"Federated learning: Strategies for improving communication efficiency","volume-title":"arXiv:1610.05492","author":"Kone\u010dn\u00fd","year":"2016"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904348"},{"key":"ref14","volume-title":"Federated Machine Learning for AI Self-Driving Cars-on AI Trends","author":"Eliot","year":"2018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2942179"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM38437.2019.9013587"},{"key":"ref17","volume-title":"On the Convergence of Federated Optimization in Heterogeneous Networks","author":"Sahu","year":"2018"},{"key":"ref18","article-title":"Collaborative learning on the edges: A case study on connected vehicles","author":"Lu"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8253985"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3004709"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCES.2013.6707170"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CLOUD.2016.0147"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICEBE.2012.13"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/INSS.2009.5409937"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICACT.2014.6778991"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2018.2818888"},{"key":"ref27","volume-title":"End to End Learning for Self-Driving Cars","year":"2016"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref29","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"arXiv:1602.05629","author":"McMahan","year":"2016"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2939713"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.23919\/APNOMS.2019.8892848"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2942190"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2870167"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2020.2974954"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CCCS.2018.8586828"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1161064.1161083"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/sec.27"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2007.906878"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2008.179"},{"key":"ref40","first-page":"1","article-title":"TACKing together efficient authentication, renovation and privacy in VANETs","volume-title":"Proc. 6th Ann. IEEE SECON Conf. (SECON)","author":"Studer"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ComComAp46287.2019.9018754"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13190-5_2"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44987-6_18"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOMW.2016.7849078"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/P2P.2013.6688704"},{"key":"ref46","volume-title":"Autopilot-TensorFlow","year":"2020"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-30164-8_69"},{"key":"ref48","volume-title":"A Whitepaper on Automated Driving Safety","year":"2019"},{"key":"ref49","volume-title":"Autopilot","year":"2021"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2018.8690980"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2965620"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2821761"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2963850"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/9826234\/09457207.pdf?arnumber=9457207","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,11]],"date-time":"2024-12-11T02:17:44Z","timestamp":1733883464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9457207\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7]]},"references-count":53,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tits.2021.3081560","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,7]]}}}