{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:34:39Z","timestamp":1758267279090,"version":"3.28.0"},"reference-count":12,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/globecom38437.2019.9013395","type":"proceedings-article","created":{"date-parts":[[2020,2,28]],"date-time":"2020-02-28T09:59:24Z","timestamp":1582883964000},"page":"1-6","source":"Crossref","is-referenced-by-count":5,"title":["EPPS: Efficient Privacy-Preserving Scheme in Distributed Deep Learning"],"prefix":"10.1109","author":[{"given":"Yiran","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, University of Electronic Science and Technology of China; Cyberspace Security Research Center, Peng Cheng Laboratory, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hongwei","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, University of Electronic Science and Technology of China; Cyberspace Security Research Center, Peng Cheng Laboratory, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guowen","family":"Xu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, University of Electronic Science and Technology of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sen","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, University of Electronic Science and Technology of China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rongxing","family":"Lu","sequence":"additional","affiliation":[{"name":"Faculty of Computer Science, University of New Brunswick, NB, E3B 5A3, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2019.2895834"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2019.01.026"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44586-2_9"},{"key":"ref6","first-page":"1310","article-title":"Privacy-preserving deep learning","author":"shokri","year":"0","journal-title":"Proceedings of ACM CCS"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2868162"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2018.23291"},{"key":"ref12","first-page":"693","article-title":"Hogwild: A lock-free approach to parallelizing stochastic gradient descent","author":"recht","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134012"},{"key":"ref2","article-title":"Verifynet: Secure and verifiable federated learning","author":"xu","year":"2019","journal-title":"IEEE Transactions on Information Forensics and Security"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref1","first-page":"1309","article-title":"Differential privacy preservation for deep auto-encoders: an application of human behavior prediction","volume":"16","author":"phan","year":"2016","journal-title":"AAAI"}],"event":{"name":"GLOBECOM 2019 - 2019 IEEE Global Communications Conference","start":{"date-parts":[[2019,12,9]]},"location":"Waikoloa, HI, USA","end":{"date-parts":[[2019,12,13]]}},"container-title":["2019 IEEE Global Communications Conference (GLOBECOM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8968653\/9013108\/09013395.pdf?arnumber=9013395","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:02:58Z","timestamp":1676588578000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9013395\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":12,"URL":"https:\/\/doi.org\/10.1109\/globecom38437.2019.9013395","relation":{},"subject":[],"published":{"date-parts":[[2019,12]]}}}