Sok: Unintended interactions among machine learning defenses and risks

V Duddu, S Szyller, N Asokan - 2024 IEEE Symposium on …, 2024 - ieeexplore.ieee.org
Machine learning (ML) models cannot neglect risks to security, privacy, and fairness.
Several defenses have been proposed to mitigate such risks. When a defense is effective in …