High frequency patterns play a key role in the generation of adversarial examples
Yue Zhou, Xiaofang Hu, Jiaqi Han, Lidan Wang, Shukai Duan
Topics & Concepts
Adversarial systemInterpretabilityDeep neural networksComputer scienceArtificial intelligenceFeature (linguistics)Deep learningArtificial neural networkKey (lock)Machine learningComputer securityPhilosophyLinguisticsAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsIntegrated Circuits and Semiconductor Failure Analysis