{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T21:46:09Z","timestamp":1778622369017,"version":"3.51.4"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,2,5]],"date-time":"2025-02-05T00:00:00Z","timestamp":1738713600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,2,5]],"date-time":"2025-02-05T00:00:00Z","timestamp":1738713600000},"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":[[2025,2,5]]},"DOI":"10.1109\/icaic63015.2025.10849069","type":"proceedings-article","created":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T18:44:02Z","timestamp":1738176242000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["Homomorphic Encryption in Federated Medical Image Classification"],"prefix":"10.1109","author":[{"given":"Manuel","family":"Lengl","sequence":"first","affiliation":[{"name":"Technical University of Munich,Chair of Data Processing,Munich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Schumann","sequence":"additional","affiliation":[{"name":"Technical University of Munich,Chair of Data Processing,Munich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"R\u00f6hrl","sequence":"additional","affiliation":[{"name":"Technical University of Munich,Chair of Data Processing,Munich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver","family":"Hayden","sequence":"additional","affiliation":[{"name":"Technical University of Munich,Heinz-Nixdorf Chair of Biomedical Electronics,Munich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Klaus","family":"Diepold","sequence":"additional","affiliation":[{"name":"Technical University of Munich,Chair of Data Processing,Munich,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57959-7"},{"key":"ref2","article-title":"HIPAA: A Practical Guide to the Privacy and Security of Health Data, second edition ed","volume-title":"American Bar Association","author":"Sullivan"},{"key":"ref3","article-title":"Communication-Efficient Learning of Deep Networks from Decentralized Data","author":"McMahan","year":"2017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1536414.1536440"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/GCWkshps45667.2019.9024625"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13193140"},{"key":"ref8","doi-asserted-by":"crossref","DOI":"10.2139\/ssrn.4732432","article-title":"White Blood Cell Classification Via Distributed Collaborative Machine Learning","author":"Putzu","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM54140.2023.10437674"},{"key":"ref10","article-title":"Towards interpretable classification of leukocytes based on deep learning","volume-title":"ICML 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH)","author":"R\u00f6hrl"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s43856-023-00395-6"},{"key":"ref12","first-page":"208","article-title":"Composition counts: A machine learning view on immunothrombosis using quantitative phase imaging","volume-title":"Proceedings of Machine Learning Research","volume":"219","author":"Fresacher"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3229593"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-63076-8_2"},{"key":"ref15","first-page":"994","article-title":"Cafe: Catastrophic data leakage in vertical federated learning","volume":"34","author":"Jin","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI52183.2021.00078"},{"key":"ref17","first-page":"35007","article-title":"Learning to attack federated learning: A model-based reinforcement learning attack framework","volume":"35","author":"Li","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/11787006_1"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2976749.2978318"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.12"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICBDS58040.2023.10346491"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GrC.2013.6740392"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3486001.3486233"},{"key":"ref24","first-page":"35","article-title":"HEMAN - Homomorphically Encrypted MAchine learning with oNnx models","volume-title":"ACM Int. Conf. Proc. Ser.","author":"Nocker"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICAIC60265.2024.10433836"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/Healthcom56612.2023.10472358"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2023.3319565"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref31","article-title":"Development of a phase imaging flow cytometer for blood cell aggregate diagnosis","volume-title":"Ph.D. dissertation, Technische Universit\u00e4t M\u00fcnchen","author":"Klenk","year":"2024"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3390\/ani14213156"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1177\/1066896907302239"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.3390\/s21010167"},{"key":"ref35","article-title":"Adam: A Method for Stochastic Optimization","author":"Kingma","year":"2017","journal-title":"arXiv:1412.6980 [cs]"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2002.1006971"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-70694-8_15"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.3390\/app10082864"}],"event":{"name":"2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC)","location":"Houston, TX, USA","start":{"date-parts":[[2025,2,5]]},"end":{"date-parts":[[2025,2,7]]}},"container-title":["2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10848546\/10848537\/10849069.pdf?arnumber=10849069","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,30]],"date-time":"2025-01-30T05:33:00Z","timestamp":1738215180000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10849069\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,2,5]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/icaic63015.2025.10849069","relation":{},"subject":[],"published":{"date-parts":[[2025,2,5]]}}}