Improving Robustness to Model Inversion Attacks via Mutual Information Regularization

11 September 2020

Papers citing "Improving Robustness to Model Inversion Attacks via Mutual Information Regularization"

6 / 6 papers shown

Title
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems Song Xia Yi Yu Wenhan Yang Meiwen Ding Zhuo Chen Lingyu Duan Alex C. Kot Xudong Jiang 56 2 0 01 Mar 2025
Introducing Model Inversion Attacks on Automatic Speaker Recognition Karla Pizzi Franziska Boenisch U. Sahin Konstantin Böttinger 18 3 0 09 Jan 2023
Mutual Information Regularization for Vertical Federated Learning Tianyuan Zou Yang Liu Ya-Qin Zhang AAML FedML 24 7 0 01 Jan 2023
SoK: Let the Privacy Games Begin! A Unified Treatment of Data Inference Privacy in Machine Learning A. Salem Giovanni Cherubin David E. Evans Boris Köpf Andrew J. Paverd Anshuman Suri Shruti Tople Santiago Zanella Béguelin 41 35 0 21 Dec 2022
Label-Only Model Inversion Attacks via Boundary Repulsion Mostafa Kahla Si-An Chen H. Just R. Jia 30 74 0 03 Mar 2022
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning Xinjian Luo Xiangqi Zhu FedML 60 25 0 27 Apr 2020