A Multimodal Adversarial Attack Framework Based on Local and Random Search Algorithms

Zibo Yi, Jie Yu, Yusong Tan, Qingbo Wu

Abstract: Although many problems in computer vision and natural language processing have made breakthrough progress with neural networks, adversarial attack is a serious potential problem in many neural network- based applications. Attackers can mislead classifiers with slightly perturbed examples, which are called adversarial examples. As the existing adversarial...