Edge enhancement improves adversarial robustness in image classification
Lirong He, Qingzhong Ai, Yuqing Lei, Lili Pan, Yazhou Ren, Zenglin Xu
Topics & Concepts
Robustness (evolution)Computer scienceArtificial intelligenceMNIST databaseAdversarial systemArtificial neural networkDeep learningPattern recognition (psychology)Deep neural networksOverfittingWeightingContextual image classificationMachine learningImage (mathematics)MedicineRadiologyGeneChemistryBiochemistryAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsIntegrated Circuits and Semiconductor Failure Analysis