Evasion: According to the first edition of the EU-U.S. terminology and taxonomy for artificial intelligence, the term “Evasion” means: In Evasion Attacks, the adversary solves a constrained optimization problem to find a small input perturbation that causes a large change in the loss function and results in output misclassification.
