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fairness attack

3 papers

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Co-occurring keywords · papers mentioning both

graph neural network (2) node injection (1) homophily increase (1) feature optimization (1) demographic fairness (1) face attribute recognition (1) robust-fair training (1) feature matrix optimization (1) node classification (1) poisoning attack (1)

Papers

Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injections NeurIPS 2024 Deceptive Fairness Attacks on Graphs via Meta Learning ICLR 2024 On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition IJCAI 2023