Probabilistic Modeling of Deep Features for Out-of-Distribution and Adversarial Detection

no code implementations • 25 Sep 2019 • Nilesh A. Ahuja, Ibrahima Ndiour, Trushant Kalyanpur, Omesh Tickoo

We present a principled approach for detecting out-of-distribution (OOD) and adversarial samples in deep neural networks.

Adversarial Attack