{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T13:28:36Z","timestamp":1780406916109,"version":"3.54.1"},"reference-count":59,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,10]],"date-time":"2022-10-10T00:00:00Z","timestamp":1665360000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,10,10]]},"DOI":"10.1109\/ijcb54206.2022.10007997","type":"proceedings-article","created":{"date-parts":[[2023,1,17]],"date-time":"2023-01-17T18:58:35Z","timestamp":1673981915000},"page":"1-11","source":"Crossref","is-referenced-by-count":10,"title":["Inverting Biometric Models with Fewer Samples: Incorporating the Output of Multiple Models"],"prefix":"10.1109","author":[{"given":"Sohaib","family":"Ahmad","sequence":"first","affiliation":[{"name":"University of Connecticut Storrs"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaleel","family":"Mahmood","sequence":"additional","affiliation":[{"name":"University of Connecticut Storrs"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Benjamin","family":"Fuller","sequence":"additional","affiliation":[{"name":"University of Connecticut Storrs"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1147\/sj.403.0614"},{"key":"ref2","volume-title":"Handbook of biometrics. Springer Science & Business Media","author":"Jain","year":"2007"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2810103.2813677"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6524-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.713"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00552"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.08.010"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.411"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS46853.2019.9185998"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00033"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2827389"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB48548.2020.9304912"},{"key":"ref14","first-page":"1291","article-title":"Updates-leak: Data set inference and reconstruction attacks in online learning","volume-title":"29th USENIX Security Symposium","author":"Salem","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5555\/3241094.3241142"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2018.00038"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00509"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2008.4761886"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.06.046"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2015.7139069"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IPTA.2016.7820972"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1137\/060651380"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/319709.319714"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s10623-005-6343-z"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2753172"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1030083.1030096"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-42033-7_10"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04091-7_20"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2007.4401904"},{"key":"ref30","article-title":"Fuzzy commitments offer insufficient protection to biometric templates produced by deep learning","author":"Keller","year":"2020","journal-title":"arXiv preprint"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s00145-020-09367-8"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.12"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2200\/s00960ed2v01y201910aim043"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/DAC.2018.8465894"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3354261"},{"key":"ref37","first-page":"374","volume-title":"Towards federated learning at scale: System design","volume":"1","author":"Bonawitz","year":"2019"},{"key":"ref38","first-page":"17","article-title":"Privacy in pharmacogenetics: An end-to-end case study of personalized warfarin dosing","volume-title":"23rd {USENIX} Security Symposium ({USENIX} Security 14)","author":"Fredrikson","year":"2014"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2015.35"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/sp40001.2021.00019"},{"key":"ref41","first-page":"3518","article-title":"Making AI forget you: Data deletion in machine learning","author":"Ginart","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.clsr.2013.03.010"},{"key":"ref43","first-page":"37","article-title":"Who should regulate data: An analysis of the california consumer privacy act and its effects on nationwide data protection laws","volume":"11","author":"Palmieri","year":"2020","journal-title":"Hastings Sci. & Tech. LJ"},{"key":"ref44","volume-title":"Deep Learning","author":"Goodfellow","year":"2016"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.41"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_43"},{"key":"ref48","article-title":"The ND-IRIS-0405 iris image dataset","author":"Bowyer","year":"2016","journal-title":"arXiv preprint"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2008.4699333"},{"issue":"2","key":"ref50","article-title":"Iris recognition border-crossing system in the uae","volume":"8","author":"Daugman","year":"2004","journal-title":"International Airport Review"},{"key":"ref51","first-page":"07","article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","author":"Huang","year":"2007","journal-title":"University of Massachusetts, Amherst, Tech. Rep."},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref53","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv preprint"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/2951913.2976746"},{"issue":"1","key":"ref55","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"The journal of machine learning research"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2019.23119"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-21074-8_36"},{"key":"ref58","article-title":"Learning to align from scratch","author":"Huang","year":"2012","journal-title":"NIPS"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS46853.2019.9185978"}],"event":{"name":"2022 IEEE International Joint Conference on Biometrics (IJCB)","location":"Abu Dhabi, United Arab Emirates","start":{"date-parts":[[2022,10,10]]},"end":{"date-parts":[[2022,10,13]]}},"container-title":["2022 IEEE International Joint Conference on Biometrics (IJCB)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10007927\/10007928\/10007997.pdf?arnumber=10007997","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T14:27:49Z","timestamp":1709389669000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10007997\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,10]]},"references-count":59,"URL":"https:\/\/doi.org\/10.1109\/ijcb54206.2022.10007997","relation":{},"subject":[],"published":{"date-parts":[[2022,10,10]]}}}