Calibrating Noise to Sensitivity in Private Data Analysis

• 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
• Limit Distribution Theory for f-Divergences

  2023 IEEE Transactions on Information Theory article Mathematics Probability and Statistical Research

  5

  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
• Generative Datalog with Continuous Distributions

  2022 Journal of the ACM article Computer Science Advanced Database Systems and Queries Open access

  5

  citations
• The Limits of Word Level Differential Privacy

  2022 Findings of the Association for Computational Linguistics: NAACL conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  20

  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
• Parameter Synthesis for Probabilistic Hyperproperties

  2020 EPiC series in computing conference-paper Computer Science Formal Methods in Verification Open access

  9

  citations
• Making Reproducible Research Simple Using RMarkdown and the OSF

  2020 Lecture notes in computer science conference-paper Decision Sciences Scientific Computing and Data Management

  4

  citations

8 results