{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T07:37:25Z","timestamp":1783409845184,"version":"3.54.6"},"reference-count":34,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","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\/501100012456","name":"National Social Science Fund of China","doi-asserted-by":"publisher","award":["25&ZD182"],"award-info":[{"award-number":["25&ZD182"]}],"id":[{"id":"10.13039\/501100012456","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Research and Development Plan","award":["2023YFB3107300"],"award-info":[{"award-number":["2023YFB3107300"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U25A20424"],"award-info":[{"award-number":["U25A20424"]}],"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":["U2436208"],"award-info":[{"award-number":["U2436208"]}],"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":["62372129"],"award-info":[{"award-number":["62372129"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Talent Program of Guangdong Province","award":["2021QN02\u00d7898"],"award-info":[{"award-number":["2021QN02\u00d7898"]}]},{"name":"Science and Technology Projects of Xizang Autonomous Region","award":["XZ202501ZY0026"],"award-info":[{"award-number":["XZ202501ZY0026"]}]},{"name":"Project of Guangdong Key Laboratory of Industrial Control System Security","award":["2024B1212020010"],"award-info":[{"award-number":["2024B1212020010"]}]},{"name":"Guangdong S&T Program","award":["2024B0101010002"],"award-info":[{"award-number":["2024B0101010002"]}]},{"name":"Guangzhou Basic and Applie Basic Research Project","award":["2025A04J4506"],"award-info":[{"award-number":["2025A04J4506"]}]},{"name":"Major Key Project of PengCheng Laboratory","award":["PCL2024A05"],"award-info":[{"award-number":["PCL2024A05"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2026,4,1]]},"DOI":"10.1109\/jiot.2026.3651363","type":"journal-article","created":{"date-parts":[[2026,1,6]],"date-time":"2026-01-06T18:36:54Z","timestamp":1767724614000},"page":"12673-12686","source":"Crossref","is-referenced-by-count":1,"title":["A Trustworthy Federated Learning Framework for Joint Privacy and Byzantine Resilience"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4650-8008","authenticated-orcid":false,"given":"Jiangang","family":"Shu","sequence":"first","affiliation":[{"name":"Cyberspace Institute of Advanced Technology and the Huangpu Research School of Guangzhou University, Guangzhou University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-9730-4741","authenticated-orcid":false,"given":"Zhiping","family":"Hu","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology and the Huangpu Research School of Guangzhou University, Guangzhou University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8216-3238","authenticated-orcid":false,"given":"Fuyi","family":"Wang","sequence":"additional","affiliation":[{"name":"Enterprise AI and Data Analytics Hub, RMIT University, Melbourne, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuyu","family":"He","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology and the Huangpu Research School of Guangzhou University, Guangzhou University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4120-7716","authenticated-orcid":false,"given":"Hui","family":"Lu","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology and the Huangpu Research School of Guangzhou University, Guangzhou University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9409-5359","authenticated-orcid":false,"given":"Zhihong","family":"Tian","sequence":"additional","affiliation":[{"name":"Cyberspace Institute of Advanced Technology and the Huangpu Research School of Guangzhou University, Guangzhou University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th AISTATS","author":"McMahan"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/cbo9780511546891"},{"key":"ref4","article-title":"Secure Byzantine-robust machine learning","author":"He","year":"2020","journal-title":"arXiv:2006.04747"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2023.3264697"},{"key":"ref6","first-page":"118","article-title":"Machine learning with adversaries: Byzantine tolerant gradient descent","volume-title":"Proc. NIPS","author":"Blanchard"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3485832.3488014"},{"key":"ref8","article-title":"Mitigating Sybils in federated learning poisoning","author":"Fung","year":"2018","journal-title":"arXiv:1808.04866"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/VTC2023-Spring57618.2023.10200010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3153135"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref12","article-title":"Differentially private federated learning: A client level perspective","author":"Geyer","year":"2017","journal-title":"arXiv:1712.07557"},{"key":"ref13","first-page":"493","article-title":"BatchCrypt: Efficient homomorphic encryption for cross-silo federated learning","volume-title":"Proc. USENIX Annu. Tech. Conf. (USENIX ATC)","author":"Zhang"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref15","first-page":"3521","article-title":"The hidden vulnerability of distributed learning in Byzantium","volume-title":"Proc. 35th Int. Conf. Mach. Learn. (ICML)","author":"Mhamdi"},{"issue":"154","key":"ref16","first-page":"2985","article-title":"Boosting gradient leakage attacks: Data reconstruction in realistic FL settings","volume-title":"Proc. 34th USENIX Secur. Symp. (USENIX Security)","author":"Fan","year":"2025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24434"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-46147-8_13"},{"key":"ref19","first-page":"1895","article-title":"Evaluating differentially private machine learning in practice","volume-title":"Proc. 28th USENIX Secur. Symp. (USENIX Secur.)","author":"Jayaraman"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"580","DOI":"10.1007\/s00145-010-9056-z","article-title":"On multiplicative secret sharing","volume":"23","author":"Cramer","year":"2010","journal-title":"J. Cryptol."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICISCT52966.2021.9670074"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ISETC.2018.8583863"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3387108"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref25","first-page":"1","article-title":"Pencil: Private and extensible collaborative learning without the non-colluding assumption","volume-title":"Proc. Netw. Distrib. Syst. Secur. Symp.","author":"Liu"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SP46215.2023.10179468"},{"key":"ref27","first-page":"259","article-title":"Prio: Private, robust, and scalable computation of aggregate statistics","volume-title":"Proc. 14th USENIX Symp. Networked Syst. Design Implement. (NSDI)","author":"Corrigan-Gibbs"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3435476"},{"key":"ref29","first-page":"1","article-title":"Janus: Dual-server multi-round secure aggregation with verifiability for federated learning","volume-title":"Proc. 42nd Int. Conf. Mach. Learn. (ICML)","author":"Pu","year":"2025"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2023.119830"},{"key":"ref31","article-title":"FuSeFL: Fully secure and scalable cross-silo federated learning","author":"Ghinani","year":"2025","journal-title":"arXiv:2507.13591"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2024.06.002"},{"key":"ref33","article-title":"ByzSFL: Achieving Byzantine-robust secure federated learning with zero-knowledge proofs","author":"Fan","year":"2025","journal-title":"arXiv:2501.06953"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3154503"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6488907\/11456203\/11333356.pdf?arnumber=11333356","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T19:51:28Z","timestamp":1774554688000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11333356\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4,1]]},"references-count":34,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2026.3651363","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4,1]]}}}