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robustness certification

53 papers

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Co-occurring keywords · papers mentioning both

adversarial robustness (28) randomized smoothing (13) neural network (11) certified robustness (10) semidefinite programming (7) neural network verification (6) neural network robustness (6) adversarial attack (6) adversarial example (5) adversarial training (5)

Papers

On Certifying Non-Uniform Bounds against Adversarial Attacks ICML 2019 Certifying Some Distributional Robustness with Principled Adversarial Training ICLR 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018