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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Original language	English
Title of host publication	2022 IEEE International Conference on Data Mining (ICDM)
Pages	975-980
Number of pages	6
Publication status	Published - 2022
Event	2022 IEEE International Conference on Data Mining (ICDM) - Orlando, United States Duration: 28 Nov 2022 → 1 Dec 2022

Conference	2022 IEEE International Conference on Data Mining (ICDM)
Abbreviated title	ICDM
Country/Territory	United States
City	Orlando
Period	28/11/2022 → 01/12/2022

Cite this

@inproceedings{04585ef61b454461abf423d4a95cf894,

title = "Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks",

author = "Hussain Hussain and Meng Cao and Sandipan Sikdar and Denis Helic and Elisabeth Lex and Markus Strohmaier and Roman Kern",

year = "2022",

language = "English",

pages = "975--980",

booktitle = "2022 IEEE International Conference on Data Mining (ICDM)",

note = "2022 IEEE International Conference on Data Mining (ICDM), ICDM ; Conference date: 28-11-2022 Through 01-12-2022",

}

TY - GEN

T1 - Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural Networks

AU - Hussain, Hussain

AU - Cao, Meng

AU - Sikdar, Sandipan

AU - Helic, Denis

AU - Lex, Elisabeth

AU - Strohmaier, Markus

AU - Kern, Roman

PY - 2022

Y1 - 2022

M3 - Conference contribution

SP - 975

EP - 980

BT - 2022 IEEE International Conference on Data Mining (ICDM)

T2 - 2022 IEEE International Conference on Data Mining (ICDM)

Y2 - 28 November 2022 through 1 December 2022

ER -