{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,24]],"date-time":"2026-08-24T15:38:13Z","timestamp":1787585893893,"version":"build-2736575974"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T00:00:00Z","timestamp":1648771200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Project of China","award":["2020YFB1807100"],"award-info":[{"award-number":["2020YFB1807100"]}]},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["4222005"],"award-info":[{"award-number":["4222005"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["L212027"],"award-info":[{"award-number":["L212027"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["61931019"],"award-info":[{"award-number":["61931019"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["61941101"],"award-info":[{"award-number":["61941101"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Sel. Top. Signal Process."],"published-print":{"date-parts":[[2022,4]]},"DOI":"10.1109\/jstsp.2022.3161786","type":"journal-article","created":{"date-parts":[[2022,3,23]],"date-time":"2022-03-23T19:33:18Z","timestamp":1648063998000},"page":"546-558","source":"Crossref","is-referenced-by-count":19,"title":["Loss-Privacy Tradeoff in Federated Edge Learning"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7498-1639","authenticated-orcid":false,"given":"Tianyu","family":"Liu","sequence":"first","affiliation":[{"name":"Advanced Institute of Information Technology, Peking University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3484-1361","authenticated-orcid":false,"given":"Boya","family":"Di","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bin","family":"Wang","sequence":"additional","affiliation":[{"name":"Network and Information Security Laboratory, Hangzhou Hikvision Digital Technology Company, Ltd., Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8644-8241","authenticated-orcid":false,"given":"Lingyang","family":"Song","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Electronics, Peking University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2876198"},{"key":"ref2","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Krizhevsky","year":"2012"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3075444"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2949348"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3015210"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.3016694"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.001.2000292"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3011561"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.001.1900506"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.23919\/JCC.2020.09.009"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_2"},{"key":"ref12","first-page":"16937","article-title":"Inverting gradients-how easy is it to break privacy in federated learning","volume-title":"Adv. Neural Inf. Process. Syst.","volume":"33","author":"Geiping","year":"2020"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1561\/9781601988195"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"key":"ref15","article-title":"Differentially private federated learning: A client level perspective","author":"Geyer","year":"2018"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991416"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2021.3056991"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM42002.2020.9322475"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2020.3036944"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3050163"},{"key":"ref21","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","author":"McMahan","year":"2017"},{"key":"ref22","first-page":"8792","article-title":"Generalized cross entropy loss for training deep neural networks with noisy labels","volume-title":"Proc. 32nd Conf. Neural Inf. Process. Syst.","author":"Zhang","year":"2018"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_25"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2018.2845388"},{"key":"ref25","article-title":"Achieving linear speedup with partial worker participation in non-IID federated learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Yang","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2021.3100096"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2006.879350"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1137\/0314054"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737579"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2927136"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-009-0653-x"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1137\/S1052623499362111"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2024789118"}],"container-title":["IEEE Journal of Selected Topics in Signal Processing"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/4200690\/9776585\/9740410-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4200690\/9776585\/09740410.pdf?arnumber=9740410","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T00:04:40Z","timestamp":1705536280000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9740410\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,4]]},"references-count":35,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/jstsp.2022.3161786","relation":{},"ISSN":["1932-4553","1941-0484"],"issn-type":[{"value":"1932-4553","type":"print"},{"value":"1941-0484","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,4]]}}}