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Robustness Methods
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General
• 5 methods
Methods
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Method
Year
Papers
Randomized Smoothing
Certified Adversarial Robustness via Randomized Smoothing
2019
115
Denoised Smoothing
Denoised Smoothing: A Provable Defense for Pretrained Classifiers
2020
6
Fishr
Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization
2021
2
Randomized Deletion
2000
1