2025
Learning Robust and Privacy-Preserving Representations via Information Theory
AAAI 2025technical
Machine learning models are vulnerable to both security attacks (e.g., adversarial examples) and privacy attacks (e.g., private attribute inference). We take the first step to mitigate both the security and privacy attacks, and maintain task utility as well. Particularly, we propose an information-t…