{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T05:32:02Z","timestamp":1736400722500,"version":"3.32.0"},"reference-count":56,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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":[{"name":"MSIT, Korea","award":["IITP-2024-2020-0-01461"],"award-info":[{"award-number":["IITP-2024-2020-0-01461"]}]},{"name":"Institute for Information &amp; communications Technology Planning &amp; Evaluation","award":["RS-2023-00229849"],"award-info":[{"award-number":["RS-2023-00229849"]}]},{"name":"National Research Foundation of Kore","award":["2022R1A2C2092521"],"award-info":[{"award-number":["2022R1A2C2092521"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/jbhi.2024.3481505","type":"journal-article","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T18:00:47Z","timestamp":1729101647000},"page":"177-187","source":"Crossref","is-referenced-by-count":0,"title":["mDARTS: Searching ML-Based ECG Classifiers Against Membership Inference Attacks"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1380-7076","authenticated-orcid":false,"given":"Eunbin","family":"Park","sequence":"first","affiliation":[{"name":"Graduate school of semiconductor technology, Pohang University of Science and Technology (POSTECH), Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2467-8276","authenticated-orcid":false,"given":"Youngjoo","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Pohang University of Science and Technology (POSTECH), Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"National health and nutrition examination survey public use data files"},{"key":"ref2","article-title":"Data are from the multiple cause of death files, 2018-2021"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-36675-1"},{"volume-title":"Vander\u2019s Human Physiology","year":"2022","author":"Widmaier","key":"ref4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/10.740880"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2006.883802"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2468589"},{"key":"ref8","first-page":"1","article-title":"An automated ecg beat classification system using convolutional neural networks","volume-title":"Proc. 6th Int. Conf. IT Convergence Secur.","author":"Muhammad","year":"2016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2017.08.022"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2871510"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI.2018.00092"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.12.037"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.04.056"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCS.2019.8728362"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.103801"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0302024"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/7997509"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-17394-3"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-16126-x"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2021.3129612"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16210-7_54"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978355"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3548606.3560619"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3523273"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2019.00065"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP48549.2020.00040"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CSF.2018.00027"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/EuroSP51992.2021.00025"},{"article-title":"On inferring training data attributes in machine learning models","year":"2019","author":"Zhao","key":"ref31"},{"article-title":"Privacy analysis of deep learning in the wild: Membership inference attacks against transfer learning","year":"2020","author":"Zou","key":"ref32"},{"key":"ref33","first-page":"17","article-title":"Privacy in pharmacogenetics: An $\\lbrace$End-to-End$\\rbrace$ case study of personalized warfarin dosing","volume-title":"Proc. 23rd USENIX Secur. Symp.","author":"Fredrikson","year":"2014"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.32604\/cmc.2022.019709"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3560830.3563734"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3233\/FAIA240960"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-05318-5_3"},{"key":"ref38","first-page":"367","article-title":"Random search and reproducibility for neural architecture search","volume-title":"Proc. Uncertainty Artif. Intell.","author":"Li","year":"2020"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014780"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00907"},{"article-title":"Darts: Differentiable architecture search","year":"2018","author":"Liu","key":"ref41"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.02.005"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/51.932724"},{"volume":"1998","article-title":"Testing and reporting performance results of cardiac rhythm and st segment measurement algorithms","year":"1998","key":"ref44"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2004.827359"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-47436-2_32"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2171037"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/DSD.2018.00077"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2547\/1\/012031"},{"key":"ref50","article-title":"SGDR: Stochastic gradient descent with warm restarts","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Loshchilov","year":"2022"},{"key":"ref51","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma","year":"2015"},{"year":"2024","key":"ref52","article-title":"Receiver operating characteristic"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1161\/01.CTR.101.23.e215"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.1990.144257"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.23919\/MIPRO52101.2021.9596930"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.103866"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/10832115\/10720208.pdf?arnumber=10720208","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,8]],"date-time":"2025-01-08T20:25:08Z","timestamp":1736367908000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10720208\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":56,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2024.3481505","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"type":"print","value":"2168-2194"},{"type":"electronic","value":"2168-2208"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}