On the Adversarial Robustness of Learning-based Conformal Novelty Detection

Daofu Zhang, Mehrdad Pournaderi, Hanne M. Clifford +2

This paper studies the adversarial robustness of conformal novelty detection. In particular, we focus on two powerful learning-based frameworks that come with finite-sample false d…