Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks

Hussain Hussain, Meng Cao, Sandipan Sikdar, Denis Helic, Elisabeth Lex, Markus Strohmaier, Roman Kern. Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks. In Xingquan Zhu 0001, Sanjay Ranka, My T. Thai, Takashi Washio, Xindong Wu 0001, editors, IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022. pages 975-980, IEEE, 2022. [doi]

Authors

Hussain Hussain

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Meng Cao

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Sandipan Sikdar

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Denis Helic

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Elisabeth Lex

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Markus Strohmaier

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Roman Kern

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