On Perfect Obfuscation: Local Information Geometry Analysis

9 September 2020

Papers citing "On Perfect Obfuscation: Local Information Geometry Analysis"

6 / 6 papers shown

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
Quantifying Privacy via Information Density Leonhard Grosse Sara Saeidian Parastoo Sadeghi T. Oechtering Mikael Skoglund 29 5 0 20 Feb 2024
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
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
Variational Leakage: The Role of Information Complexity in Privacy Leakage A. A. Atashin Behrooz Razeghi Deniz Gunduz Svyatoslav Voloshynovskiy PILM 44 9 0 05 Jun 2021