SoK: Pitfalls in Evaluating Black-Box Attacks

Fnu Suya, Anshuman Suri, Tingwei Zhang +3

Numerous works study black-box attacks on image classifiers. However, these works make different assumptions on the adversary's knowledge and current literature lacks a cohesive or…