{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T13:10:55Z","timestamp":1775913055927,"version":"3.50.1"},"reference-count":16,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,9,1]],"date-time":"2022-09-01T00:00:00Z","timestamp":1661990400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NUS Early Career Research Award","award":["ECRA: R-252-000-B06-133"],"award-info":[{"award-number":["ECRA: R-252-000-B06-133"]}]},{"name":"National Research Foundation Singapore under its AI Singapore Programme","award":["AISG Award No: AISG-RP-2018-009"],"award-info":[{"award-number":["AISG Award No: AISG-RP-2018-009"]}]},{"name":"National Research Foundation Singapore under its AI Singapore Programme","award":["AISG: R-252-000-A20-490"],"award-info":[{"award-number":["AISG: R-252-000-A20-490"]}]},{"name":"Singapore Ministry of Education Academic Research Fund","award":["R-252-000-660-133"],"award-info":[{"award-number":["R-252-000-660-133"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Secur. Privacy"],"published-print":{"date-parts":[[2022,9]]},"DOI":"10.1109\/msec.2022.3178187","type":"journal-article","created":{"date-parts":[[2022,6,21]],"date-time":"2022-06-21T19:43:40Z","timestamp":1655840620000},"page":"44-49","source":"Crossref","is-referenced-by-count":32,"title":["Data Privacy and Trustworthy Machine Learning"],"prefix":"10.1109","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4692-1035","authenticated-orcid":false,"given":"Martin","family":"Strobel","sequence":"first","affiliation":[{"name":"National University of Singapore"}]},{"given":"Reza","family":"Shokri","sequence":"additional","affiliation":[{"name":"National University of Singapore"}]}],"member":"263","reference":[{"key":"ref1","first-page":"15,479","article-title":"Differential privacy has disparate impact on model accuracy","volume-title":"Proc. 33rd Int. Conf. on Neural Inf. Process. Syst.","author":"Bagdasaryan","year":"2019"},{"key":"ref2","volume-title":"Fairness and Machine Learning","author":"Barocas","year":"2019"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP51992.2021.00028"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3314183.3323847"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1536414.1536466"},{"key":"ref6","first-page":"3323","article-title":"Equality of opportunity in supervised learning","volume-title":"Proc. 30th Int. Conf. on Neural Inf. Process. Syst.","author":"Hardt","year":"2016"},{"key":"ref7","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017"},{"key":"ref8","volume-title":"Interpretable Machine Learning: A Guide For Making Black Box Models Explainable","author":"Molnar","year":"2022"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref10","volume-title":"Guidance on the AI auditing framework draft guidance for consultation","year":"2020"},{"key":"ref11","first-page":"5558","article-title":"\u201cWhite-box vs black-box: Bayes optimal strategies for membership inference","volume-title":"Proc. Int. Conf. Machine Learn.","author":"Sablayrolles","year":"2019"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3461702.3462533"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3354211"},{"key":"ref15","volume-title":"A taxonomy and terminology of adversarial machine learning","author":"Tabassi","year":"2019"},{"key":"ref16","article-title":"Enhanced membership inference attacks against machine learning models","author":"Ye","year":"2021"}],"container-title":["IEEE Security &amp; Privacy"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8013\/9888995\/09802763.pdf?arnumber=9802763","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,24]],"date-time":"2024-01-24T01:59:33Z","timestamp":1706061573000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9802763\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9]]},"references-count":16,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/msec.2022.3178187","relation":{},"ISSN":["1540-7993","1558-4046"],"issn-type":[{"value":"1540-7993","type":"print"},{"value":"1558-4046","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9]]}}}