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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 -
Privacy-Preserving Maximum Matching on General Graphs and its Application to Enable Privacy-Preserving Kidney Exchange10citations
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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 -
Overcoming the hurdle of legal expertise: A reusable model for smartwatch privacy policies2025 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access
Constantin Buschhaus, Arvid Butting, Judith Michael, Verena Nitsch, Sebastian Pütz, Bernhard Rumpe⋆, +2 more
0citations -
What Drives Privacy Trade-Offs in App Downloads? The Role of Privacy Ratings, Friends' Recommendation and Resignation Among Young Adults2025 SSRN Electronic Journal preprint Social Sciences Privacy, Security, and Data Protection Open access
Jennifer Klütsch, Annika Kreuder, Luise Haehn, Ida Kuck, Christian Böffel, Ulrich Frick, +1 more
0citations -
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 -
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 -
Privacy Risk Perceptions in the Connected Car Context2021 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
Nils Koester, Patrick Cichy, David Antons, Torsten Oliver Salge
2citations -
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