The Algorithmic Foundations of Differential Privacy

• A privacy stack for speech-based AI in digital health

  2026 npj Digital Public Health article Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications

  2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

  28

  citations
• Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data

  2025 npj Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  5

  citations
• On Collaboration and Automation in the Context of Threat Detection and Response with Privacy-Preserving Features

  2024 Digital Threats Research and Practice article Computer Science Network Security and Intrusion Detection Open access

  3

  citations
• Symbolic Quantitative Information Flow for Probabilistic Programs

  2024 Lecture notes in computer science conference-paper Computer Science Formal Methods in Verification Open access

  0

  citations
• Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging

  2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

  52

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access

  90

  citations
• Multi-institutional PET/CT image segmentation using federated deep transformer learning

  2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent

  32

  citations
• Natural Language Processing and Text Mining (Turning Unstructured Data into Structured)

  2023 Springer eBooks book-chapter Biochemistry, Genetics and Molecular Biology Biomedical Text Mining and Ontologies Open access

  12

  citations
• Encrypted federated learning for secure decentralized collaboration in cancer image analysis

  2022 medRxiv preprint Computer Science Privacy-Preserving Technologies in Data Open access

  7

  citations
• Differentially Private Language Models for Secure Data Sharing

  2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  16

  citations
• A decoupling strategy for protecting sensitive process information in cooperative optimization of power flow

  2021 AIChE Journal article Engineering Optimal Power Flow Distribution Open access

  8

  citations

12 results