{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,23]],"date-time":"2026-10-23T21:17:19Z","timestamp":1792790239261,"version":"4.5.0"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["ECCS-1912702"],"award-info":[{"award-number":["ECCS-1912702"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["CCF-2106293"],"award-info":[{"award-number":["CCF-2106293"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Contr."],"published-print":{"date-parts":[[2023,4]]},"DOI":"10.1109\/tac.2022.3174187","type":"journal-article","created":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:34:51Z","timestamp":1652196891000},"page":"2293-2308","source":"Crossref","is-referenced-by-count":43,"title":["Decentralized Stochastic Optimization With Inherent Privacy Protection"],"prefix":"10.1109","volume":"68","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8600-0276","authenticated-orcid":false,"given":"Yongqiang","family":"Wang","sequence":"first","affiliation":[{"name":"Department of Electrical and Computer Engineering, Clemson University, Clemson, SC, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2062-131X","authenticated-orcid":false,"given":"H. Vincent","family":"Poor","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Princeton University, Princeton, NJ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/984622.984626"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1515\/9781400831470"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2298712"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2436357"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2974267"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1137\/16M1080173"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729586"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1986.1104412"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-010-9737-7"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2016.2529285"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619228"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2017.2713396"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-020-01487-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CAMSAP.2015.7383850"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ALLERTON.2014.7028543"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/16M1081257"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2012.2209984"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2017.2648041"},{"key":"ref19","first-page":"5336","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Lian","year":"2017"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CDC42340.2020.9303828"},{"key":"ref21","first-page":"3478","article-title":"Decentralized stochastic optimization and gossip algorithms with compressed communication","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Koloskova","year":"2019"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CDC40024.2019.9029453"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813687"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00029"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/11681878_14"},{"issue":"3","key":"ref27","first-page":"1069","article-title":"Differentially private empirical risk minimization","volume":"12","author":"Chaudhuri","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/FOCS.2014.56"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3064047"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00019"},{"key":"ref32","first-page":"15479","article-title":"Differential privacy has disparate impact on model accuracy","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Bagdasaryan","year":"2019"},{"key":"ref33","first-page":"1","article-title":"Learning differentially private recurrent language models","volume-title":"Proc. Int. Conf. Learn. Representations","author":"McMahan","year":"2018"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2023.3272968"},{"key":"ref35","first-page":"1674","article-title":"Non-convex learning via stochastic gradient Langevin dynamics: A nonasymptotic analysis","volume-title":"Proc. Conf. Learn. Theory","author":"Raginsky","year":"2017"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa9375"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48910-X_16"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.1986.25"},{"key":"ref39","article-title":"Efficient deep learning on multi-source private data","author":"Hynes","year":"2018"},{"key":"ref40","first-page":"1","article-title":"Slalom: Fast, verifiable and private execution of neural networks in trusted hardware","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Tramer","year":"2018"},{"key":"ref41","first-page":"619","article-title":"Oblivious multi-party machine learning on trusted processors","volume-title":"Proc. 25th USENIX Secur. Symp.","author":"Ohrimenko","year":"2016"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2012.191"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2017.2728644"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2018.8619133"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2855169"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2019.2890887"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2019.2902731"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3140274"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2015.7402509"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.23919\/ACC.2017.7963560"},{"key":"ref51","article-title":"Communication-efficient distributed deep learning: A comprehensive survey","author":"Tang","year":"2020"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/2684464.2684480"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511546891"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2013.2253320"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2019.2939472"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/0471200611"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1137\/14096668X"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TCNS.2017.2698261"},{"key":"ref60","volume-title":"Introduction to Optimization","author":"Polyak","year":"1987"},{"key":"ref61","article-title":"The MNIST database of handwritten digits","author":"LeCun","year":"1994"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"}],"container-title":["IEEE Transactions on Automatic Control"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/9\/10084346\/9771388-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9\/10084346\/09771388.pdf?arnumber=9771388","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T18:01:18Z","timestamp":1705946478000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9771388\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4]]},"references-count":62,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tac.2022.3174187","relation":{},"ISSN":["0018-9286","1558-2523","2334-3303"],"issn-type":[{"value":"0018-9286","type":"print"},{"value":"1558-2523","type":"electronic"},{"value":"2334-3303","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4]]}}}