Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off
Rahul Rade, Seyed-Mohsen Moosavi-Dezfooli
2021International Conference on Machine Learning12 citations
Topics & Concepts
Robustness (evolution)Adversarial systemMargin (machine learning)Computer scienceTraining (meteorology)Training setArtificial intelligenceMachine learningBiochemistryGeneChemistryMeteorologyPhysicsAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsIntegrated Circuits and Semiconductor Failure Analysis