{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T03:31:00Z","timestamp":1787801460281,"version":"build-2784847793"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Australia ARC","award":["LP220100453"],"award-info":[{"award-number":["LP220100453"]}]},{"name":"Australia ARC","award":["DP200101374"],"award-info":[{"award-number":["DP200101374"]}]},{"name":"Australia ARC","award":["DP240100955"],"award-info":[{"award-number":["DP240100955"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Dependable and Secure Comput."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/tdsc.2024.3520614","type":"journal-article","created":{"date-parts":[[2024,12,20]],"date-time":"2024-12-20T14:14:14Z","timestamp":1734704054000},"page":"2550-2562","source":"Crossref","is-referenced-by-count":19,"title":["FedU: Federated Unlearning via User-Side Influence Approximation Forgetting"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7905-3126","authenticated-orcid":false,"given":"Weiqi","family":"Wang","sequence":"first","affiliation":[{"name":"School of Computer Science, University of Technology Sydney, Ultimo, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2352-0485","authenticated-orcid":false,"given":"Chenhan","family":"Zhang","sequence":"additional","affiliation":[{"name":"Postdoctoral Research Fellow, Macquarie University, Sydney, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8905-0941","authenticated-orcid":false,"given":"Zhiyi","family":"Tian","sequence":"additional","affiliation":[{"name":"School of Computer Science, University of Technology Sydney, Ultimo, NSW, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"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"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/SP40001.2021.00019"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00085"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2015.35"},{"key":"ref4","article-title":"Federated learning of deep networks using model averaging","author":"McMahan","year":"2016"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/303"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3176191"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3146448"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM48880.2022.9796721"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-71782-7_35"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-45724-2_13"},{"key":"ref11","article-title":"Federated unlearning","author":"Liu","year":"2020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/IWQOS52092.2021.9521274"},{"key":"ref13","article-title":"Federated unlearning: How to efficiently erase a client in FL?","author":"Halimi","year":"2022"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM53939.2023.10229075"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1017\/9781108966559.019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3579856.3590327"},{"key":"ref17","first-page":"6522","article-title":"Efficient continuous pareto exploration in multi-task learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ma"},{"key":"ref18","article-title":"Knowledge removal in sampling-based Bayesian inference","volume-title":"Proc. 10th Int. Conf. Learn. Representations","author":"Fu"},{"key":"ref19","first-page":"16025","article-title":"Variational Bayesian unlearning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Nguyen"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/532"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3328269"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3658644.3670398"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/556"},{"key":"ref24","first-page":"18075","article-title":"Remember what you want to forget: Algorithms for machine unlearning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Sekhari"},{"key":"ref25","first-page":"3832","article-title":"Certified data removal from machine learning models","volume-title":"Proc. 37th Int. Conf. Mach. Learn.","author":"Guo"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.07.024"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3297905"},{"key":"ref28","first-page":"4241","article-title":"Fast federated machine unlearning with nonlinear functional theory","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Che"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2024.3382321"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3657290"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611973143"},{"key":"ref32","first-page":"715","article-title":"On second-order group influence functions for black-box predictions","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Basu"},{"key":"ref33","first-page":"1885","article-title":"Understanding black-box predictions via influence functions","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Koh"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i8.20846"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2023.23087"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1994.6.1.147"},{"key":"ref37","first-page":"12037","article-title":"Pareto multi-task learning","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Lin"},{"key":"ref38","first-page":"525","article-title":"Multi-task learning as multi-objective optimization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Sener"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s001860000043"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s10957-016-0986-y"},{"key":"ref41","doi-asserted-by":"crossref","DOI":"10.1137\/1.9780898717761","volume-title":"Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation","author":"Griewank","year":"2008"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref43","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref44","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","volume-title":"Proc. 14th Int. Conf. Artif. Intell. Statist.","author":"Coates"},{"key":"ref45","article-title":"Bridging mode connectivity in loss landscapes and adversarial robustness","volume-title":"Proc. 8th Int. Conf. Learn. Representations","author":"Zhao"}],"container-title":["IEEE Transactions on Dependable and Secure Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8858\/10992672\/10810730.pdf?arnumber=10810730","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,15]],"date-time":"2025-05-15T15:37:35Z","timestamp":1747323455000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10810730\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":45,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tdsc.2024.3520614","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":[[2025,5]]}}}