{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T05:32:25Z","timestamp":1740115945160,"version":"3.37.3"},"reference-count":25,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T00:00:00Z","timestamp":1734652800000},"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","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,20]]},"DOI":"10.1109\/dsit61374.2024.10881887","type":"proceedings-article","created":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T18:18:17Z","timestamp":1739902697000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["FedHiT: Privacy Protection for Federated Learning via Hierarchical Training"],"prefix":"10.1109","author":[{"given":"Wenjie","family":"Shen","sequence":"first","affiliation":[{"name":"Zhejiang University of Technology,College of Information Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guojun","family":"Sheng","sequence":"additional","affiliation":[{"name":"COSMOPlat IoT Technology Co.,Ltd.,Qingdao,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohua","family":"Pan","sequence":"additional","affiliation":[{"name":"Binjiang Institute of Zhejiang University,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinyin","family":"Chen","sequence":"additional","affiliation":[{"name":"Zhejiang University of Technology,Institute of Cyberspace Security College of Information Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojuan","family":"Wang","sequence":"additional","affiliation":[{"name":"Zhejiang University of Technology,College of Information Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haibin","family":"Zheng","sequence":"additional","affiliation":[{"name":"Zhejiang University of Technology,Institute of Cyberspace Security College of Information Engineering,Hangzhou,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"article-title":"Federated learning: Strategies for improving communication efficiency","year":"2016","author":"Kone\u010dn\u1ef3","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1561\/2200000083"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3510003.3510123"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3139918"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3205906"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-3420-8"},{"key":"ref7","article-title":"Reliable and efficient distributed machine learning","volume-title":"Ph.D. dissertation","author":"Chen","year":"2022"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2021.3124337"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3172902"},{"article-title":"idlg: Improved deep leakage from gradients","year":"2020","author":"Zhao","key":"ref10"},{"key":"ref11","first-page":"16 937","article-title":"Inverting gradients-how easy is it to break privacy in federated learning?","volume":"33","author":"Geiping","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/324"},{"key":"ref13","article-title":"Deep leakage from gradients","volume":"32","author":"Zhu","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT44484.2020.9174426"},{"article-title":"Optimal gradient compression for distributed and federated learning","year":"2020","author":"Albasyoni","key":"ref16"},{"key":"ref17","first-page":"2350","article-title":"Federated learning with compression: Unified analysis and sharp guarantees","volume-title":"International Conference on Artificial Intelligence and Statistics","author":"Haddadpour"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2007\/13801"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3214303"},{"key":"ref20","first-page":"493","article-title":"BatchCrypt: Efficient homomorphic encryption for Cross-Silo federated learning","volume-title":"2020 USENIX Annual Technical Conference (USENIX ATC 20). USENIX Association","author":"Zhang"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1002\/int.22818"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66626-2_3"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"issue":"4","key":"ref25","article-title":"Learning multiple layers of features from tiny images","volume":"1","author":"Krizhevsky","year":"2009","journal-title":"Handbook of Systemic Autoimmune Diseases"}],"event":{"name":"2024 7th International Conference on Data Science and Information Technology (DSIT)","start":{"date-parts":[[2024,12,20]]},"location":"Nanjing, China","end":{"date-parts":[[2024,12,22]]}},"container-title":["2024 7th International Conference on Data Science and Information Technology (DSIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10880698\/10880863\/10881887.pdf?arnumber=10881887","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T20:01:29Z","timestamp":1740081689000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10881887\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,20]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/dsit61374.2024.10881887","relation":{},"subject":[],"published":{"date-parts":[[2024,12,20]]}}}