{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T07:42:47Z","timestamp":1769067767139,"version":"3.49.0"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["62072239"],"award-info":[{"award-number":["62072239"]}],"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":["62372236"],"award-info":[{"award-number":["62372236"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100019642","name":"Open Foundation of the State Key Laboratory of Integrated Services Networks","doi-asserted-by":"publisher","award":["ISN24-15"],"award-info":[{"award-number":["ISN24-15"]}],"id":[{"id":"10.13039\/501100019642","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004085","name":"Open Foundation of Key Laboratory of Cyberspace Security, Ministry of Education","doi-asserted-by":"publisher","award":["KLCS20240204"],"award-info":[{"award-number":["KLCS20240204"]}],"id":[{"id":"10.13039\/501100004085","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Qing Lan Project of Jiangsu Province"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tifs.2024.3516545","type":"journal-article","created":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T19:09:06Z","timestamp":1734030546000},"page":"405-420","source":"Crossref","is-referenced-by-count":3,"title":["Decaf: Data Distribution Decompose Attack Against Federated Learning"],"prefix":"10.1109","volume":"20","author":[{"given":"Zhiyang","family":"Dai","sequence":"first","affiliation":[{"name":"School of Cyber Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5783-2172","authenticated-orcid":false,"given":"Yansong","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0081-0946","authenticated-orcid":false,"given":"Chunyi","family":"Zhou","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Zhejiang University, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1632-5737","authenticated-orcid":false,"given":"Anmin","family":"Fu","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"}]},{"given":"Zhi","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Software Engineering, The University of Western Australia, Perth, WA, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9172-4252","authenticated-orcid":false,"given":"Minhui","family":"Xue","sequence":"additional","affiliation":[{"name":"CSIRO Data61, Sydney, NSW, Australia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7852-6051","authenticated-orcid":false,"given":"Yifeng","family":"Zheng","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8306-7195","authenticated-orcid":false,"given":"Yuqing","family":"Zhang","sequence":"additional","affiliation":[{"name":"National Computer Network Intrusion Protection Center, University of Chinese Academy of Sciences, Beijing, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_16"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3451471.3451485"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611975673.39"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.24251\/hicss.2021.341"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3412841.3442010"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3149288"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3185673"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/bdcc7010018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134012"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM.2019.8737416"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CSF.2018.00027"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2019.23119"},{"issue":"2","key":"ref15","first-page":"2615","article-title":"Systematic evaluation of privacy risks of machine learning models","volume-title":"Proc. USENIX Secur. Symp.","volume":"1","author":"Song"},{"key":"ref16","first-page":"1964","article-title":"Label-only membership inference attacks","volume-title":"Proc. 38th Int. Conf. Mach. Learn. (ICML)","volume":"139","author":"Choquette-Choo"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484575"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SP40000.2020.00045"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00130"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243834"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00029"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2022.23019"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3548606.3560662"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813677"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5555\/3241094.3241142"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3140687"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3233190"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01462"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SP46215.2023.10179334"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2023.23171"},{"key":"ref31","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Proc. 20th Int. Conf. Artif. Intell. Statist.","volume":"54","author":"McMahan"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2991401"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3056185"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3173664"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3460120.3484533"},{"key":"ref36","article-title":"Federated learning with non-IID data","author":"Zhao","year":"2018","journal-title":"arXiv:1806.00582"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24434"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-88418-5_24"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SP46215.2023.10179336"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3576915.3623212"},{"key":"ref41","first-page":"1595","article-title":"PrivateFL: Accurate, differentially private federated learning via personalized data transformation","volume-title":"Proc. 32nd USENIX Secur. Symp. (USENIX Security)","author":"Yang"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SP54263.2024.00030"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i11.17219"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3129371"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref46","article-title":"Fashion-MNIST: A novel image dataset for benchmarking machine learning algorithms","author":"Xiao","year":"2017","journal-title":"arXiv:1708.07747"},{"key":"ref47","volume-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1902.03368"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.161"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2024.3516545"},{"issue":"1","key":"ref53","first-page":"1929","article-title":"Dropout: A simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2015-354"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/11787006_1"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3133982"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3658644.3670307"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10206\/10810755\/10795257.pdf?arnumber=10795257","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T19:38:38Z","timestamp":1736969918000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10795257\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":58,"URL":"https:\/\/doi.org\/10.1109\/tifs.2024.3516545","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}