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Variational Leakage: The Role of Information Complexity in Privacy
  Leakage
v1v2 (latest)

Variational Leakage: The Role of Information Complexity in Privacy Leakage

5 June 2021
A. A. Atashin
Behrooz Razeghi
Deniz Gunduz
Svyatoslav Voloshynovskiy
    PILM
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Fundamental Limits of Perfect Concept Erasure
Fundamental Limits of Perfect Concept ErasureInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025
Somnath Basu Roy Chowdhury
Avinava Dubey
Ahmad Beirami
Rahul Kidambi
Nicholas Monath
Amr Ahmed
Snigdha Chaturvedi
318
3
0
25 Mar 2025
Privacy for Fairness: Information Obfuscation for Fair Representation
  Learning with Local Differential Privacy
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
221
3
0
16 Feb 2024
Deep Variational Privacy Funnel: General Modeling with Applications in
  Face Recognition
Deep Variational Privacy Funnel: General Modeling with Applications in Face RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Behrooz Razeghi
Parsa Rahimi
S´ebastien Marcel
FedML
343
8
0
26 Jan 2024
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural Estimation
CRYPTO-MINE: Cryptanalysis via Mutual Information Neural EstimationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Benjamin D. Kim
Vipindev Adat Vasudevan
Jongchan Woo
Alejandro Cohen
Rafael G. L. DÓliveira
Thomas Stahlbuhk
Muriel Médard
257
5
0
14 Sep 2023
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among
  Complexity, Leakage, and Utility
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and UtilityIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2022
Behrooz Razeghi
Flavio du Pin Calmon
Deniz Gunduz
Svyatoslav Voloshynovskiy
216
23
0
11 Jul 2022
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