Evaluating Membership Inference Through Adversarial Robustness

14 May 2022

Papers citing "Evaluating Membership Inference Through Adversarial Robustness"

8 / 8 papers shown

Title
Exploring Gradient-Guided Masked Language Model to Detect Textual Adversarial Attacks Xiaomei Zhang Zhaoxi Zhang Yanjun Zhang Xufei Zheng L. Zhang Shengshan Hu Shirui Pan AAML 17 0 0 08 Apr 2025
Improving Membership Inference in ASR Model Auditing with Perturbed Loss Features Francisco Teixeira Karla Pizzi R. Olivier A. Abad Bhiksha Raj Isabel Trancoso AAML 38 2 0 02 May 2024
Towards Model Extraction Attacks in GAN-Based Image Translation via Domain Shift Mitigation Di Mi Yanjun Zhang Leo Yu Zhang Shengshan Hu Qi Zhong Haizhuan Yuan Shirui Pan AAML 39 2 0 12 Mar 2024
SoK: Comparing Different Membership Inference Attacks with a Comprehensive Benchmark Jun Niu Xiaoyan Zhu Moxuan Zeng Ge Zhang Qingyang Zhao ... Peng Liu Yulong Shen Xiaohong Jiang Jianfeng Ma Yuqing Zhang 29 3 0 12 Jul 2023
Masked Language Model Based Textual Adversarial Example Detection Xiaomei Zhang Zhaoxi Zhang Qi Zhong Xufei Zheng Yanjun Zhang Shengshan Hu L. Zhang AAML 16 0 0 18 Apr 2023
Self-Supervised Adversarial Example Detection by Disentangled Representation Zhaoxi Zhang L. Zhang Xufei Zheng Jinyu Tian Jiantao Zhou AAML DRL 11 8 0 08 May 2021
Systematic Evaluation of Privacy Risks of Machine Learning Models Liwei Song Prateek Mittal MIACV 185 358 0 24 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018