{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T15:13:08Z","timestamp":1777561988519,"version":"3.51.4"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,3,1]],"date-time":"2024-03-01T00:00:00Z","timestamp":1709251200000},"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":["61825203"],"award-info":[{"award-number":["61825203"]}],"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":["62332007"],"award-info":[{"award-number":["62332007"]}],"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":["U22B2028"],"award-info":[{"award-number":["U22B2028"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Major Project of Tibetan Autonomous Region of China","award":["XZ202201ZD0006G"],"award-info":[{"award-number":["XZ202201ZD0006G"]}]},{"name":"National Joint Engineering Research Center of Network Security Detection and Protection Technology"},{"name":"Guangdong Key Laboratory of Data Security and Privacy Preserving"},{"name":"Guangdong Hong Kong Joint Laboratory for Data Security and Privacy Protection"},{"name":"Engineering Research Center of Trustworthy AI"},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102165"],"award-info":[{"award-number":["62102165"]}],"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":["U2001205"],"award-info":[{"award-number":["U2001205"]}],"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":["62032025"],"award-info":[{"award-number":["62032025"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Major Project of Tibetan Autonomous Region of China","award":["XZ202201ZD0006G01"],"award-info":[{"award-number":["XZ202201ZD0006G01"]}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2020A1515111175"],"award-info":[{"award-number":["2020A1515111175"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102166"],"award-info":[{"award-number":["62102166"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Dongguan Social Development Science and Technology Key Project","award":["20231800940342"],"award-info":[{"award-number":["20231800940342"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Dependable and Secure Comput."],"published-print":{"date-parts":[[2024,3]]},"DOI":"10.1109\/tdsc.2023.3264697","type":"journal-article","created":{"date-parts":[[2023,4,5]],"date-time":"2023-04-05T18:01:20Z","timestamp":1680717680000},"page":"889-904","source":"Crossref","is-referenced-by-count":60,"title":["Privacy-Preserving and Byzantine-Robust Federated Learning"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0165-7058","authenticated-orcid":false,"given":"Caiqin","family":"Dong","sequence":"first","affiliation":[{"name":"College of Cyber Security, National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Key Laboratory of Data Security and Privacy Preserving, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4067-8230","authenticated-orcid":false,"given":"Jian","family":"Weng","sequence":"additional","affiliation":[{"name":"College of Cyber Security, National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Key Laboratory of Data Security and Privacy Preserving, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0874-5010","authenticated-orcid":false,"given":"Ming","family":"Li","sequence":"additional","affiliation":[{"name":"College of Cyber Security, National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Key Laboratory of Data Security and Privacy Preserving, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3140-2320","authenticated-orcid":false,"given":"Jia-Nan","family":"Liu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Dongguan University of Technology, Dongguan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3934-2177","authenticated-orcid":false,"given":"Zhiquan","family":"Liu","sequence":"additional","affiliation":[{"name":"College of Cyber Security, National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Key Laboratory of Data Security and Privacy Preserving, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7934-0953","authenticated-orcid":false,"given":"Yudan","family":"Cheng","sequence":"additional","affiliation":[{"name":"College of Cyber Security, National Joint Engineering Research Center of Network Security Detection and Protection Technology, Guangdong Key Laboratory of Data Security and Privacy Preserving, Jinan University, Guangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4485-6743","authenticated-orcid":false,"given":"Shui","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Technology Sydney, Ultimo, NSW, Australia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813687"},{"key":"ref2","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. Artif. Intell. Statist.","author":"McMahan"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5555\/3241094.3241142"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2929409"},{"key":"ref12","first-page":"493","article-title":"BatchCrypt: Efficient homomorphic encryption for cross-silo federated learning","volume-title":"Proc. USENIX Annu. Tech. Conf.","author":"Zhang"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2939713"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2020.3005909"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3108434"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3168556"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3176191"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2021.3093711"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1536414.1536440"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/11681878_14"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2018.00057"},{"key":"ref22","first-page":"1885","article-title":"Data poisoning attacks on factorization-based collaborative filtering","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Li"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2021.3058573"},{"key":"ref24","first-page":"2938","article-title":"How to backdoor federated learning","volume-title":"Proc. Int. Conf. Artif. Intell. Statist.","author":"Bagdasaryan"},{"key":"ref25","first-page":"1605","article-title":"Local model poisoning attacks to byzantine-robust federated learning","volume-title":"Proc. 29th USENIX Secur. Symp., USENIX Secur.","author":"Fang"},{"key":"ref26","first-page":"634","article-title":"Analyzing federated learning through an adversarial lens","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Bhagoji"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58951-6_24"},{"key":"ref28","first-page":"119","article-title":"Machine learning with adversaries: Byzantine tolerant gradient descent","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Blanchard"},{"key":"ref29","first-page":"3521","article-title":"The hidden vulnerability of distributed learning in Byzantium","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Guerraoui"},{"key":"ref30","first-page":"5650","article-title":"Byzantine-robust distributed learning: Towards optimal statistical rates","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Yin"},{"key":"ref31","article-title":"Byzantine-robust federated machine learning through adaptive model averaging","author":"Mu\u00f1oz-Gonz\u00e1lez","year":"2019"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00045"},{"key":"ref33","first-page":"8000","article-title":"Spectral signatures in backdoor attacks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Tran"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00031"},{"key":"ref35","article-title":"Mitigating sybils in federated learning poisoning","author":"Fung","year":"2018"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3146448"},{"key":"ref37","article-title":"FLGUARD: Secure and private federated learning","author":"Nguyen","year":"2021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-32009-5_38"},{"key":"ref39","first-page":"35","article-title":"ABY3: A mixed protocol framework for machine learning","volume-title":"Proc. ACM SIGSAC Conf. Comput. Commun. Secur.","author":"Mohassel"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2015.23113"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3345661"},{"key":"ref42","first-page":"769","article-title":"SPD$\\mathbb {Z}_{2^{\\mathrm{k}}}$Z2k: Efficient MPC mod $2^{\\mathrm{k}}$2k for dishonest majority","volume-title":"Proc. 38th Annu. Int. Cryptol. Conf.","author":"Cramer","year":"2018"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37682-5_15"},{"key":"ref44","article-title":"Harmonized cancer datasets genomic data commons data portal","year":"2018"},{"key":"ref45","article-title":"The MNIST database of handwritten digits","author":"LeCun","year":"1998"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01721-8"},{"key":"ref47","article-title":"The CIFAR-10 dataset","author":"Krizhevsky","year":"2009"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134056"}],"container-title":["IEEE Transactions on Dependable and Secure Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8858\/10472294\/10093038.pdf?arnumber=10093038","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T12:48:01Z","timestamp":1711457281000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10093038\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3]]},"references-count":49,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tdsc.2023.3264697","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":[[2024,3]]}}}