The Importance of Image Interpretation: Patterns of Semantic Misclassification in Real-World Adversarial Images

Zhengyu Zhao, Nga Dang, Martha Larson

Adversarial images are created with the intention of causing an image classifier to produce a misclassification. In this paper, we propose that adversarial images should be evaluat…