Obfuscation via Information Density Estimation

17 October 2019

Papers citing "Obfuscation via Information Density Estimation"

7 / 7 papers shown

Title
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective Yizhuo Chen Chun-Fu Chen Hsiang Hsu Shaohan Hu Marco Pistoia Tarek Abdelzaher 61 1 0 23 May 2024
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information Kiwan Maeng Chuan Guo Sanjay Kariyappa G. E. Suh 75 8 0 06 May 2023
Uncertainty-Autoencoder-Based Privacy and Utility Preserving Data Type Conscious Transformation Bishwas Mandal G. Amariucai Shuangqing Wei 65 4 0 04 May 2022
Variational Leakage: The Role of Information Complexity in Privacy Leakage A. A. Atashin Behrooz Razeghi Deniz Gunduz Svyatoslav Voloshynovskiy PILM 42 9 0 05 Jun 2021
Bottleneck Problems: Information and Estimation-Theoretic View S. Asoodeh Flavio du Pin Calmon 37 18 0 12 Nov 2020
Privacy in Deep Learning: A Survey Fatemehsadat Mirshghallah Mohammadkazem Taram Praneeth Vepakomma Abhishek Singh Ramesh Raskar H. Esmaeilzadeh FedML 116 139 0 25 Apr 2020
To Split or Not to Split: The Impact of Disparate Treatment in Classification Hao Wang Hsiang Hsu Mario Díaz Flavio du Pin Calmon 112 23 0 12 Feb 2020