{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,8]],"date-time":"2026-07-08T16:08:45Z","timestamp":1783526925780,"version":"3.55.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,1]],"date-time":"2024-07-01T00:00:00Z","timestamp":1719792000000},"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":["61802293"],"award-info":[{"award-number":["61802293"]}],"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":["62072351"],"award-info":[{"award-number":["62072351"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Basic Research Program of Shaanxi","award":["2023-JC-YB-500"],"award-info":[{"award-number":["2023-JC-YB-500"]}]},{"DOI":"10.13039\/501100012152","name":"National Postdoctoral Program for Innovative Talents","doi-asserted-by":"publisher","award":["BX20180238"],"award-info":[{"award-number":["BX20180238"]}],"id":[{"id":"10.13039\/501100012152","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2018M633461"],"award-info":[{"award-number":["2018M633461"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Zhejiang Lab","award":["2021PD0AB01"],"award-info":[{"award-number":["2021PD0AB01"]}]},{"DOI":"10.13039\/501100013314","name":"Higher Education Discipline Innovation Project","doi-asserted-by":"publisher","award":["B16037"],"award-info":[{"award-number":["B16037"]}],"id":[{"id":"10.13039\/501100013314","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Dependable and Secure Comput."],"published-print":{"date-parts":[[2024,7]]},"DOI":"10.1109\/tdsc.2023.3336977","type":"journal-article","created":{"date-parts":[[2023,12,6]],"date-time":"2023-12-06T19:25:32Z","timestamp":1701890732000},"page":"3817-3833","source":"Crossref","is-referenced-by-count":61,"title":["SecFed: A Secure and Efficient Federated Learning Based on Multi-Key Homomorphic Encryption"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-7625-2034","authenticated-orcid":false,"given":"Yuxuan","family":"Cai","sequence":"first","affiliation":[{"name":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8531-9226","authenticated-orcid":false,"given":"Wenxiu","family":"Ding","sequence":"additional","affiliation":[{"name":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9496-5978","authenticated-orcid":false,"given":"Yuxuan","family":"Xiao","sequence":"additional","affiliation":[{"name":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9697-2108","authenticated-orcid":false,"given":"Zheng","family":"Yan","sequence":"additional","affiliation":[{"name":"School of Cyber Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4238-3295","authenticated-orcid":false,"given":"Ximeng","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Data Science, Fuzhou University, Fuzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1319-1224","authenticated-orcid":false,"given":"Zhiguo","family":"Wan","sequence":"additional","affiliation":[{"name":"Zhejiang Laboratory, Hangzhou, Zhejiang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref2","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"ref4","article-title":"iDLG: Improved deep leakage from gradients","author":"Zhao","year":"2020"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3214303"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2046660.2046682"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/2213977.2214086"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/fi13040094"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/app12020734"},{"key":"ref10","article-title":"Somewhat practical fully homomorphic encryption","author":"Fan","year":"2012","journal-title":"Cryptol. ePrint Arch."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/237814.238015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3548606.3560557"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3372297.3417885"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2019.8761267"},{"issue":"226","key":"ref17","first-page":"1","article-title":"FATE: An industrial grade platform for collaborative learning with data protection","volume":"22","author":"Liu","year":"2021","journal-title":"J. Mach. Learn. Res."},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-79228-4_1"},{"key":"ref19","article-title":"Generative models for effective ML on private, decentralized datasets","author":"Augenstein","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2988575"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991416"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS51616.2021.00077"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP51992.2021.00054"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3458864.3466628"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.14711\/thesis-991012879963103412"},{"key":"ref27","first-page":"493","article-title":"$\\lbrace${BatchCrypt $\\rbrace$}: Efficient homomorphic encryption for $\\lbrace${ Cross-Silo$\\rbrace$} federated learning","volume-title":"Proc. USENIX Annu. Tech. Conf.","author":"Zhang","year":"2020"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/RDAAPS48126.2021.9452005"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1117\/12.2606256"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70694-8_15"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.2298\/CSIS190923022O"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/MIS.2020.2988525"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps52748.2021.9682053"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1002\/int.22818"},{"key":"ref35","article-title":"Secure linear aggregation using decentralized threshold additive homomorphic encryption for federated learning","author":"Tian","year":"2021"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1536414.1536440"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3456631"},{"key":"ref38","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.84"},{"key":"ref40","article-title":"SEAL Microsoft (release 3.7)","year":"2022"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2779824"},{"issue":"4","key":"ref42","first-page":"54","article-title":"Side channel attack-survey","volume":"1","author":"Joy Persial","year":"2011","journal-title":"Int. J. Adv. Sci. Res. Rev"},{"key":"ref43","article-title":"A survey of published attacks on intel SGX","author":"Nilsson","year":"2020"},{"key":"ref44","article-title":"LEAF: A benchmark for federated settings","author":"Caldas","year":"2018"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn.2017.7966217"},{"key":"ref46","article-title":"Fashion-mnist: A novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017"},{"key":"ref47","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3363207"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3477114.3488763"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2024.128019"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3013541"}],"container-title":["IEEE Transactions on Dependable and Secure Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8858\/10592103\/10334062.pdf?arnumber=10334062","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,18]],"date-time":"2024-07-18T06:10:25Z","timestamp":1721283025000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10334062\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7]]},"references-count":51,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tdsc.2023.3336977","relation":{},"ISSN":["1545-5971","1941-0018","2160-9209"],"issn-type":[{"value":"1545-5971","type":"print"},{"value":"1941-0018","type":"electronic"},{"value":"2160-9209","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,7]]}}}