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smoothed classifier

4 papers

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Co-occurring keywords · papers mentioning both

randomized smoothing (3) adversarial perturbation (2) adversarial robustness (2) certified robustness (2) certified radius (1) l2 adversarial perturbation (1) covariance propagation (1) robustness certification (1) monte carlo sampling (1) formal verification (1)

Papers

Confidence-Aware Training of Smoothed Classifiers for Certified Robustness AAAI 2023 Simpler Certified Radius Maximization by Propagating Covariances CVPR 2021 SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness NeurIPS 2021 A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES ICLR 2020