Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities

Karan Bhanot, Ioana Baldini, Dennis Wei, Jiaming Zeng, Kristin P. Bennett. Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities. In Francesca Rossi, Sanmay Das, Jenny Davis, Kay Firth-Butterfield, Alex John, editors, Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023. pages 764-774, ACM, 2023. [doi]

@inproceedings{BhanotBWZB23,
  title = {Stress-Testing Bias Mitigation Algorithms to Understand Fairness Vulnerabilities},
  author = {Karan Bhanot and Ioana Baldini and Dennis Wei and Jiaming Zeng and Kristin P. Bennett},
  year = {2023},
  doi = {10.1145/3600211.3604713},
  url = {https://doi.org/10.1145/3600211.3604713},
  researchr = {https://researchr.org/publication/BhanotBWZB23},
  cites = {0},
  citedby = {0},
  pages = {764-774},
  booktitle = {Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023},
  editor = {Francesca Rossi and Sanmay Das and Jenny Davis and Kay Firth-Butterfield and Alex John},
  publisher = {ACM},
}