A Survey of Privacy-Preserving Model Explanations: Privacy Risks,
Attacks, and Countermeasures

A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures

31 March 2024

Thanh Tam Nguyen

Thanh Toan Nguyen

Quoc Viet Hung Nguyen

Papers citing "A Survey of Privacy-Preserving Model Explanations: Privacy Risks, Attacks, and Countermeasures"

5 / 5 papers shown

Title
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation Ziyao Liu Yu Jiang Weifeng Jiang Jiale Guo Jun Zhao Kwok-Yan Lam MU FedML 47 6 0 03 Jun 2024
Towards a Game-theoretic Understanding of Explanation-based Membership Inference Attacks Kavita Kumari Murtuza Jadliwala S. Jha Anindya Maiti 36 2 0 10 Apr 2024
Explainable Contextual Anomaly Detection using Quantile Regression Forests Zhong Li M. Leeuwen AI4TS 37 15 0 22 Feb 2023
Feature-based Learning for Diverse and Privacy-Preserving Counterfactual Explanations Vy Vo Trung Le Van Nguyen He Zhao Edwin V. Bonilla Gholamreza Haffari Dinh Q. Phung CML 40 13 0 27 Sep 2022
Explainability in Graph Neural Networks: A Taxonomic Survey Hao Yuan Haiyang Yu Shurui Gui Shuiwang Ji 164 590 0 31 Dec 2020