{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T05:08:54Z","timestamp":1773378534972,"version":"3.50.1"},"reference-count":37,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"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":["62272123"],"award-info":[{"award-number":["62272123"]}],"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":["62272102"],"award-info":[{"award-number":["62272102"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018555","name":"Science and Technology Program of Guizhou Province","doi-asserted-by":"publisher","award":["[2020]5017"],"award-info":[{"award-number":["[2020]5017"]}],"id":[{"id":"10.13039\/501100018555","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100018555","name":"Science and Technology Program of Guizhou Province","doi-asserted-by":"publisher","award":["[2022]065"],"award-info":[{"award-number":["[2022]065"]}],"id":[{"id":"10.13039\/501100018555","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003392","name":"Natural Science Foundation of Fujian Province","doi-asserted-by":"publisher","award":["2023J02014"],"award-info":[{"award-number":["2023J02014"]}],"id":[{"id":"10.13039\/501100003392","id-type":"DOI","asserted-by":"publisher"}]},{"name":"S&T Program of Shijiazhuang","award":["2517902907A"],"award-info":[{"award-number":["2517902907A"]}]},{"name":"S&T Program of Hebei Province","award":["F2025205017"],"award-info":[{"award-number":["F2025205017"]}]},{"name":"S&T Program of Hebei Province","award":["25240701D"],"award-info":[{"award-number":["25240701D"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Mobile Comput."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tmc.2025.3625654","type":"journal-article","created":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T18:06:52Z","timestamp":1761588412000},"page":"4618-4631","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing Federated Learning in Edge Computing With Secure Aggregation and Dynamic Verification"],"prefix":"10.1109","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9580-5738","authenticated-orcid":false,"given":"Mengqian","family":"Li","sequence":"first","affiliation":[{"name":"State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5974-1570","authenticated-orcid":false,"given":"Youliang","family":"Tian","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Public Big Data, College of Big Data and Information Engineering, Guizhou University, Guiyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0386-0025","authenticated-orcid":false,"given":"Junpeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Hebei Provincial Key Laboratory of Network and Information Security, Hebei Normal University, Shijiazhuang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9985-1953","authenticated-orcid":false,"given":"Jinbo","family":"Xiong","sequence":"additional","affiliation":[{"name":"Industrial School of Joint Innovation, Quanzhou Vocational and Technical University, Quanzhou, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-2746-848X","authenticated-orcid":false,"given":"Xinhua","family":"Cui","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Public Big Data, College of Computer Science and Technology, Guizhou University, Guiyang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4251-1143","authenticated-orcid":false,"given":"Jianfeng","family":"Ma","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Integrated Services Network, School of Cyber Engineering, Xidian University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2023.3315746"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3407584"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.03.033"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2023.3243932"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3339702"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3161673"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3420216"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2025.3558560"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119036"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.12.007"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3402113"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2024.3363670"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.02.025"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i14.29454"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGCN.2024.3349697"},{"key":"ref16","article-title":"Understanding top-k sparsification in distributed deep learning","author":"Shi","year":"2019"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3297596"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2023.3279926"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48910-X_16"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/d17-1045"},{"key":"ref21","first-page":"1707","article-title":"QSGD: Communication-efficient SGD via gradient quantization and encoding","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Alistarh"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcan.2022.05.010"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3233024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref25","first-page":"1","article-title":"8-bit approximations for parallelism in deep learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Dettmers"},{"key":"ref26","first-page":"560","article-title":"signSGD: Compressed optimisation for non-convex problems","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bernstein"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2944481"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2023.3307459"},{"key":"ref29","first-page":"5977","article-title":"The convergence of sparsified gradient methods","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Alistarh"},{"key":"ref30","first-page":"30401","article-title":"Error compensated distributed SGD can be accelerated","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Qian"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3156642"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3196274"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119261"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.3043139"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2929409"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2023.3239007"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3271268"}],"container-title":["IEEE Transactions on Mobile Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/7755\/11423852\/11218005.pdf?arnumber=11218005","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:40:06Z","timestamp":1773348006000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11218005\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":37,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tmc.2025.3625654","relation":{},"ISSN":["1536-1233","1558-0660","2161-9875"],"issn-type":[{"value":"1536-1233","type":"print"},{"value":"1558-0660","type":"electronic"},{"value":"2161-9875","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}