Adversarial Attacks on Fairness of Graph Neural Networks

20 October 2023

Papers citing "Adversarial Attacks on Fairness of Graph Neural Networks"

5 / 5 papers shown

Title
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections Zihan Luo Hong Huang Yongkang Zhou Jiping Zhang Nuo Chen 37 1 0 05 Jun 2024
Safety in Graph Machine Learning: Threats and Safeguards Song Wang Yushun Dong Binchi Zhang Zihan Chen Xingbo Fu Yinhan He Cong Shen Chuxu Zhang Nitesh V. Chawla Jundong Li 45 7 0 17 May 2024
Spatial-Temporal Networks for Antibiogram Pattern Prediction Xingbo Fu Chen Chen Yushun Dong A. Vullikanti E. Klein Gregory R. Madden Jundong Li 28 7 0 02 May 2023
RELIANT: Fair Knowledge Distillation for Graph Neural Networks Yushun Dong Binchi Zhang Yiling Yuan Na Zou Qi Wang Jundong Li 77 13 0 03 Jan 2023
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 317 11,681 0 09 Mar 2017