Computers and Society · Computer Science
Survey on Fairness Notions and Related Tensions
Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf +2
2023-06-21
Machine Learning · Computer Science
Exploring Privacy and Fairness Risks in Sharing Diffusion Models: An Adversarial Perspective
Xinjian Luo, Yangfan Jiang, Fei Wei, Yuncheng Wu +2
2024-09-20
Machine Learning · Computer Science
Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey
Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck, Keyu Zhu
2022-09-09
Machine Learning · Computer Science
When Fairness Meets Privacy: Fair Classification with Semi-Private Sensitive Attributes
Canyu Chen, Yueqing Liang, Xiongxiao Xu, Shangyu Xie +4
2023-05-31
Machine Learning · Computer Science
Modeling Techniques for Machine Learning Fairness: A Survey
Mingyang Wan, Daochen Zha, Ninghao Liu, Na Zou
2022-04-12
Machine Learning · Statistics
Fairness in Criminal Justice Risk Assessments: The State of the Art
Richard A. Berk, Hoda Heidari, Shahin Jabbari, Michael Kearns +1
2025-07-25
Cryptography and Security · Computer Science
Trustworthy AI: Safety, Bias, and Privacy -- A Survey
Xingli Fang, Jianwei Li, Varun Mulchandani, Jung-Eun Kim
2025-06-12
Information Retrieval · Computer Science
A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research
Falguni Roy, Xiaofeng Ding, K. -K. R. Choo, Pan Zhou
2024-09-20
Computers and Society · Computer Science
Fairness for Unobserved Characteristics: Insights from Technological Impacts on Queer Communities
Nenad Tomasev, Kevin R. McKee, Jackie Kay, Shakir Mohamed
2021-04-29
Machine Learning · Computer Science
Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges
Parameswaran Kamalaruban, Yulu Pi, Stuart Burrell, Eleanor Drage +3
2024-09-09
Machine Learning · Computer Science
Cross-model Fairness: Empirical Study of Fairness and Ethics Under Model Multiplicity
Kacper Sokol, Meelis Kull, Jeffrey Chan, Flora Salim
2024-07-11
Cryptography and Security · Computer Science
Security and Privacy Product Inclusion
Dave Kleidermacher, Emmanuel Arriaga, Eric Wang, Sebastian Porst +1
2024-04-25