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🏢 IID-Université Laval

Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
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AI Theory Robustness 🏢 IID-Université Laval
Deep learning models’ robustness can be efficiently evaluated using a novel method, margin consistency, which leverages the correlation between input and logit margins for faster, accurate vulnerabili…