Latent Imitator: Generating Natural Individual Discriminatory Instances
for Black-Box Fairness Testing

Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing

19 May 2023

Xianglong Liu

Papers citing "Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing"

15 / 15 papers shown

Title
Testing Individual Fairness in Graph Neural Networks Roya Nasiri 17 0 0 25 Apr 2025
AutoTestForge: A Multidimensional Automated Testing Framework for Natural Language Processing Models Hengrui Xing Cong Tian L. Zhao Z. Ma WenSheng Wang N. Zhang Chao Huang Zhenhua Duan 42 0 0 07 Mar 2025
Do Existing Testing Tools Really Uncover Gender Bias in Text-to-Image Models? Yunbo Lyu Zhou Yang Yuqing Niu Jing Jiang David Lo 32 1 0 28 Jan 2025
MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search Zhaohui Wang Min Zhang Jingran Yang Bojie Shao Min Zhang 41 4 0 31 Dec 2024
GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models Kunsheng Tang Wenbo Zhou Jie Zhang Aishan Liu Gelei Deng Shuai Li Peigui Qi Weiming Zhang Tianwei Zhang Nenghai Yu 37 3 0 22 Aug 2024
Contexts Matter: An Empirical Study on Contextual Influence in Fairness Testing for Deep Learning Systems Chengwen Du Tao Chen 15 0 0 12 Aug 2024
$GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing$ GenderBias-\emph{VL}: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing Yisong Xiao Aishan Liu QianJia Cheng Zhenfei Yin Siyuan Liang Jiapeng Li Jing Shao Xianglong Liu Dacheng Tao 24 4 0 30 Jun 2024
Search-Based Fairness Testing: An Overview Hussaini Mamman S. Basri A. Balogun A. A. Imam Ganesh M. Kumar L. F. Capretz 22 0 0 10 Nov 2023
Exploring the Physical World Adversarial Robustness of Vehicle Detection Wei Jiang Tianyuan Zhang Shuang Liu Weiyu Ji Zichao Zhang Gang Xiao AAML 11 5 0 07 Aug 2023
RobustMQ: Benchmarking Robustness of Quantized Models Yisong Xiao Aishan Liu Tianyuan Zhang Haotong Qin Jinyang Guo Xianglong Liu MQ 16 15 0 04 Aug 2023
FAIRER: Fairness as Decision Rationale Alignment Tianlin Li Qing-Wu Guo Aishan Liu Mengnan Du Zhiming Li Yang Liu 10 13 0 27 Jun 2023
Productivity, Portability, Performance: Data-Centric Python Yiheng Wang Yao Zhang Yanzhang Wang Yan Wan Jiao Wang Zhongyuan Wu Yuhao Yang Bowen She 40 95 0 01 Jul 2021
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks Bingyang Wen Luis Oliveros Colon K. P. Subbalakshmi R. Chandramouli CML GAN 31 14 0 21 Apr 2021
Online GANs for Automatic Performance Testing Ivan Porres Hergys Rexha S. Lafond 8 6 0 21 Apr 2021
Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World Jiakai Wang Aishan Liu Zixin Yin Shunchang Liu Shiyu Tang Xianglong Liu AAML 133 191 0 01 Mar 2021