Papers matching “privacy-preserving data sharing” 35
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A Privacy-Preserving Distributed Analytics Platform for Health Care Data2022 Methods of Information in Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Sascha Welten, Yongli Mou, Laurenz Neumann, Mehrshad Jaberansary, Yeliz Yediel Ucer, Toralf Kirsten, +2 more
41citations -
scE(match): Privacy-Preserving Cluster Matching of Single-Cell Data2024 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) conference-paper Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics
Johannes Lohmöller, Jannis Scheiber, Rafael Kramann, Klaus Wehrle, Sikander Hayat, Jan Pennekamp
3citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Machine Learning in Healthcare Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
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 -
Privacy-Preserving Maximum Matching on General Graphs and its Application to Enable Privacy-Preserving Kidney Exchange10citations
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Privacy-Preserving Detection of Rare Disease-Associated Cell Subsets via Secure Multi-Party Computation2026 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Ş. Selcan Magara, Esther Havemann, Debora Jutz, Ali Burak Ünal, Mete Akgün
0citations -
On Collaboration and Automation in the Context of Threat Detection and Response with Privacy-Preserving Features2024 Digital Threats Research and Practice article Computer Science Privacy-Preserving Technologies in Data Open access
Lasse Nitz, Mehdi Akbari Gurabi, Milan Čermák, Martin Žádník, David Karpuk, Arthur Drichel, +2 more
3citations -
Privacy-Preserving Production Process Parameter Exchange2020 Annual Computer Security Applications Conference conference-paper Computer Science Blockchain Technology Applications and Security
Jan Pennekamp, Erik Buchholz, Yannik Lockner, Markus Dahlmanns, Tiandong Xi, Marcel Fey, +3 more
22citations -
Differentially Private Language Models for Secure Data Sharing2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Mrinmaya Sachan
16citations -
SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, +1 more
0citations -
Multi-Institutional Breast Cancer Detection Using a Secure On-Boarding Service for Distributed Analytics2022 Applied Sciences article Decision Sciences Scientific Computing and Data Management Open access
Sascha Welten, Lars Hempel, Masoud Abedi, Yongli Mou, Mehrshad Jaberansary, Laurenz Neumann, +7 more
12citations -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
A federated Artificial Intelligence testing and experimentation facility for the European energy sector2025 Engineering Applications of Artificial Intelligence article Engineering Smart Grid Security and Resilience Open access
Elissaios Sarmas, Andrés Acosta, Ferdinanda Ponci, Pedro Rodríguez, Vangelis Marinakis
14citations -
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead2023 Interdisciplinary excellence accelerator series book-chapter Computer Science Blockchain Technology Applications and Security Open access
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more
7citations -
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead2023 Interdisciplinary excellence accelerator series book-chapter Computer Science Blockchain Technology Applications and Security Open access
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more
1citations