{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T17:31:10Z","timestamp":1783791070520,"version":"3.55.0"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&amp;D Program of China","award":["2021ZD0111801"],"award-info":[{"award-number":["2021ZD0111801"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62022077"],"award-info":[{"award-number":["62022077"]}],"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":["61976198"],"award-info":[{"award-number":["61976198"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2023,10]]},"DOI":"10.1109\/tpami.2023.3274759","type":"journal-article","created":{"date-parts":[[2023,5,11]],"date-time":"2023-05-11T00:49:25Z","timestamp":1683766165000},"page":"11915-11931","source":"Crossref","is-referenced-by-count":42,"title":["Influence-Driven Data Poisoning for Robust Recommender Systems"],"prefix":"10.1109","volume":"45","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4937-0590","authenticated-orcid":false,"given":"Chenwang","family":"Wu","sequence":"first","affiliation":[{"name":"School of Data Science, University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3507-9607","authenticated-orcid":false,"given":"Defu","family":"Lian","sequence":"additional","affiliation":[{"name":"Anhui Province Key Laboratory of Big Data Analysis and Application, School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8094-4180","authenticated-orcid":false,"given":"Yong","family":"Ge","sequence":"additional","affiliation":[{"name":"Eller College of Management, University of Arizona, Tucson, AZ, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5814-1939","authenticated-orcid":false,"given":"Zhihao","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Data Science, University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4835-4102","authenticated-orcid":false,"given":"Enhong","family":"Chen","sequence":"additional","affiliation":[{"name":"Anhui Province Key Laboratory of Big Data Analysis and Application, School of Computer Science and Technology, University of Science and Technology of China, Hefei, Anhui, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412243"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2007.19.10.2756"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380072"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3411884"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.9991"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347031"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2011.134"},{"key":"ref53","first-page":"1885","article-title":"Understanding black-box predictions via influence functions","author":"koh","year":"2017","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401165"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3274694.3274706"},{"key":"ref55","article-title":"Adversarial machine learning in image classification: A survey towards the defender's perspective","author":"machado","year":"2020"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3379992"},{"key":"ref54","article-title":"G-mixup: Graph data augmentation for graph classification","author":"han","year":"2022"},{"key":"ref17","article-title":"Towards deep learning models resistant to adversarial attacks","author":"madry","year":"2018","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref16","first-page":"1","article-title":"mixup: Beyond empirical risk minimization","author":"zhang","year":"2018","journal-title":"Proc Int Conf Learn Representations"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331321"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3209978.3209981"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0196533"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150508"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.02.032"},{"key":"ref45","first-page":"1402","article-title":"Unsupervised shilling detection for collaborative filtering","author":"mehta","year":"2007","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339684"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-012-0164-6"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2018.2887018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313416"},{"key":"ref44","first-page":"1","article-title":"Detection of shilling attacks in recommender systems via spectral clustering","author":"zhang","year":"2014","journal-title":"Proc IEEE 17th Int Conf Inf Fusion"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/1278366.1278372"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3347050"},{"key":"ref8","first-page":"1014","article-title":"Proper network interpretability helps adversarial robustness in classification","author":"boopathy","year":"2020","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271710"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/1150402.1150465"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CISE.2009.5365077"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403252"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-9655-x"},{"key":"ref5","first-page":"1885","article-title":"Data poisoning attacks on factorization-based collaborative filtering","author":"li","year":"2016","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313609"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3281659"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2017.8335371"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2151163.2151166"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401087"},{"key":"ref31","first-page":"4091","article-title":"Triple generative adversarial nets","author":"li","year":"2017","journal-title":"Proc 31st Int Conf Neural Inf Process Syst"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467335"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE48307.2020.00021"},{"key":"ref32","article-title":"Attacking black-box recommendations via copying cross-domain user profiles","author":"fan","year":"2020"},{"key":"ref2","first-page":"2643","article-title":"Deep content-based music recommendation","author":"van den oord","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2017.72"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371841"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1023\/B:MACH.0000035471.28235.6d"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2017.23020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3439729"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/239"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3298689.3346987"},{"key":"ref63","first-page":"11 278","article-title":"Attacks which do not kill training make adversarial learning stronger","author":"zhang","year":"2020","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462914"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2893638"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441757"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24525"},{"key":"ref29","first-page":"22629","article-title":"Sampling-decomposable generative adversarial recommender","author":"jin","year":"2020","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.43"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3117078"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/988672.988726"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/10241246\/10122715.pdf?arnumber=10122715","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T17:12:46Z","timestamp":1717693966000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10122715\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10]]},"references-count":63,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2023.3274759","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,10]]}}}