SoK: Analyzing Adversarial Examples: A Framework to Study Adversary Knowledge

Lucas Fenaux, Florian Kerschbaum

Adversarial examples are malicious inputs to machine learning models that trigger a misclassification. This type of attack has been studied for close to a decade, and we find that…