Evasion Attacks: How Adversarial Noise Bypasses ML Classifiers

Parker Hummel, Ryne Skabo, Muhammad Abusaqer

This paper presents a reproducible, educational study of evasion attacks in image classification and text classification. A compact convolutional network trained on MNIST reached 9…