Fundamental Limits of Perfect Concept ErasureInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Deep Variational Privacy Funnel: General Modeling with Applications in
Face RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural EstimationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among
Complexity, Leakage, and UtilityIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022 |