A defense method based on attention mechanism against traffic sign adversarial samples
Hailiang Li, Bin Zhang, Yu Zhang, Xilin Dang, Yuwei Han, Linfeng Wei, Yijun Mao, Jian Weng
Topics & Concepts
Computer scienceAdversarial systemDistortion (music)Artificial intelligenceProcess (computing)Sign (mathematics)Traffic sign recognitionImage (mathematics)Traffic signArtificial neural networkInterpolation (computer graphics)Mechanism (biology)Affine transformationPixelComputer visionKey (lock)Computer securityMathematicsComputer networkMathematical analysisOperating systemEpistemologyBandwidth (computing)PhilosophyAmplifierPure mathematicsAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsAdvanced Malware Detection Techniques