Variational Leakage: The Role of Information Complexity in Privacy
Leakage

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Variational Leakage: The Role of Information Complexity in Privacy Leakage

5 June 2021

Behrooz Razeghi

Svyatoslav Voloshynovskiy

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Papers citing "Variational Leakage: The Role of Information Complexity in Privacy Leakage"

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Title
Fundamental Limits of Perfect Concept Erasure Somnath Basu Roy Chowdhury Avinava Dubey Ahmad Beirami Rahul Kidambi Nicholas Monath Amr Ahmed Snigdha Chaturvedi 100 1 0 25 Mar 2025
Privacy for Fairness: Information Obfuscation for Fair Representation Learning with Local Differential Privacy Songjie Xie Youlong Wu Jiaxuan Li Ming Ding Khaled B. Letaief AAML 59 1 0 16 Feb 2024
Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition Behrooz Razeghi Parsa Rahimi S´ebastien Marcel FedML 133 5 0 26 Jan 2024
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural Estimation Benjamin D. Kim Vipindev Adat Vasudevan Jongchan Woo Alejandro Cohen Rafael G. L. DÓliveira Thomas Stahlbuhk Muriel Médard 46 3 0 14 Sep 2023
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Svyatoslav Voloshynovskiy 58 16 0 11 Jul 2022