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Papers 163
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A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Murad Megjhani, Daniel C. Nametz, Miriam Weiss, Jude P. J. Savarraj, Soon Bin Kwon, David Jinou Roh, +8 more
2citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Thomas Bäck, Yaochu Jin, Barbara Hammer
2citations -
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadić
2citations -
PADME-SoSci: A Platform for Analytics and Distributed Machine Learning for the Social Sciences2023 ACM/IEEE Joint Conference on Digital Libraries conference-paper Computer Science Privacy-Preserving Technologies in Data
Zeyd Boukhers, Arnim Bleier, Yeliz Üçer Yediel, Mio Hienstorfer-Heitmann, Mehrshad Jaberansary, Sascha Welten, +2 more
1citations -
Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges2024 IFIP advances in information and communication technology conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Mehdi Akbari Gurabi, Felix Hermsen, Avikarsha Mandal, Stefan Decker
1citations -
Do I Get the Privacy I Need? Benchmarking Utility in Differential Privacy Libraries2021 SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Gonzalo Munilla Garrido, Joseph P. Near, Muhammad Aitsam, Warren He, Roman Matzutt, Florian Matthes
1citations -
A Framework for Staging Personal Health Trains in the Cloud2021 International Conference on Web Information Systems and Technologies conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Virginia Graciano Martinez, Luís Ferreira Pires, Luiz Olavo Bonino da Silva Santos, João Moreira, Renata Figueiredo Ramalho Costa de Souza
1citations
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