Improving adversarial robustness using knowledge distillation guided by attention information bottleneck
Yuxin Gong, Shen Wang, Tingyue Yu, Xunzhi Jiang, Fanghui Sun
Topics & Concepts
Adversarial systemComputer scienceOverfittingBottleneckArtificial intelligenceMachine learningRobustness (evolution)Deep neural networksGeneralizationDeep learningInformation bottleneck methodArtificial neural networkDistillationMutual informationMathematicsChemistryMathematical analysisOrganic chemistryEmbedded systemGeneBiochemistryAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsAdvanced Neural Network Applications