Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures

• 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
• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  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
• 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
• Towards General Deep Leakage in Federated Learning

  2021 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

  23

  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
• Privacy-Preserving Deep Learning for the Detection of Protected Health Information in Real-World Data: Comparative Evaluation

  2020 JMIR Formative Research article Computer Science Privacy-Preserving Technologies in Data Open access

  12

  citations

9 results