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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 -
Preserving privacy in domain transfer of medical AI models comes at no performance costs: The integral role of differential privacy2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin Saehn, Peter Isfort, Christiane Katharina Kuhl, +3 more
3citations -
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh
27citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
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 -
Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data2025 npj Artificial Intelligence article Medicine Artificial Intelligence in Healthcare and Education Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Paula Andrea Pérez-Toro, Tomás Arias‐Vergara, Mahtab Ranji, Juan Rafael Orozco‐Arroyave, +3 more
5citations -
The pretraining domain outweighs the training objective in setting the privacy-utility trade-off of differentially private medical image analysis2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mina Farajiamiri, Mahshad Lotfinia, Behrus Puladi, Jonas Bienzeisler, Mohamed Alhaskir, +4 more
0citations -
Between Promise and Practice: Challenges and Misperceptions of Applying Privacy Enhancing Technologies in Business Contexts2026 Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences conference-paper Social Sciences Privacy, Security, and Data Protection Open access
Johannes Lohmöller, Hajeong Jeon, Jael Hentschel, Klaus Wehrle, Jan Pennekamp
1citations -
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more
51citations -
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 -
Multi-institutional PET/CT image segmentation using federated deep transformer learning2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more
32citations