Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples

Nelson Manohar-Alers, Ryan Feng, Sahib Singh +2

We present DeClaW, a system for detecting, classifying, and warning of adversarial inputs presented to a classification neural network. In contrast to current state-of-the-art meth…