Generating Adversarial Inputs Using A Black-box Differential Technique

João Batista Pereira Matos Juúnior, Lucas Carvalho Cordeiro, Marcelo d'Amorim +1

Neural Networks (NNs) are known to be vulnerable to adversarial attacks. A malicious agent initiates these attacks by perturbing an input into another one such that the two inputs…