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intrinsic robustness

4 papers

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adversarial example (3) concentration measure (2) adversarial robustness (2) metric probability space (1) gaussian isoperimetric inequality (1) half space (1) lp-norm distance metric (1) image distribution (1) label uncertainty (1) adversarial vulnerability (1)

Papers

Understanding Intrinsic Robustness Using Label Uncertainty ICLR 2022 Improved Estimation of Concentration Under ℓ_p-Norm Distance Metrics Using Half Spaces ICLR 2021 Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models AISTATS 2020 Empirically Measuring Concentration: Fundamental Limits on Intrinsic Robustness NeurIPS 2019