Membership Inference Attacks Against Machine Learning Models

• 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
• Addressing challenges in speaker anonymization to maintain utility while ensuring privacy of pathological speech

  2024 Communications Medicine article Medicine Voice and Speech Disorders Open access

  18

  citations
• On the evaluation of synthetic longitudinal electronic health records

  2024 BMC Medical Research Methodology article Computer Science Privacy-Preserving Technologies in Data Open access

  9

  citations
• On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

  2024 conference-paper Computer Science Privacy-Preserving Technologies in Data

  101

  citations
• On the evaluation of synthetic longitudinal electronic health records

  2024 Research Square preprint Computer Science Privacy-Preserving Technologies in Data Open access

  0

  citations
• On the Effectiveness of Unlearning in Session-Based Recommendation

  2024 ACM International Conference on Web Search and Data Mining (WSDM) conference-paper Computer Science Recommender Systems and Techniques Open access

  15

  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
• DGA Detection Using Similarity-Preserving Bloom Encodings

  2023 European Interdisciplinary Cybersecurity Conference (EICC) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

  3

  citations
• Architecture for Edge-Based Predictive Maintenance of Machines Using Federated Learning and Multi Sensor Platforms

  2023 Preprints.org preprint Computer Science Privacy-Preserving Technologies in Data Open access

  4

  citations
• Improved Gradient Inversion Attacks and Defenses in Federated Learning

  2023 IEEE Transactions on Big Data article Computer Science Privacy-Preserving Technologies in Data

  51

  citations
• Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning

  2022 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access

  54

  citations
• Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework

  2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access

  53

  citations
• Privacy and Confidentiality in Process Mining: Threats and Research Challenges

  2022 RWTH Publications (RWTH Aachen) article Computer Science Privacy-Preserving Technologies in Data

  11

  citations
• The More, the Better

  2021 conference-paper Computer Science Spam and Phishing Detection Open access

  9

  citations
• Privacy and Confidentiality in Process Mining: Threats and Research Challenges

  2021 ACM Transactions on Management Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  48

  citations

15 results