AdversarialAttackwithPatternReplacement

Recent researches show that machine learning models are vulnerable to adversarial attacks Szegedy et al. (2014); Goodfellow, Shlens, and Szegedy (2015). Slightly modifications on input data can fool a state-of-the-art classifier. The adversarial brittleness restricts applications of machine learning m