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stochastic defense

3 papers

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Co-occurring keywords · papers mentioning both

adversarial defense (2) adversarial robustness (2) random switching (1) robustness-accuracy trade-off (1) hierarchical random switching (1) random network defense (1) preprocessing defense (1) neural network (1) model invariance (1) robustness evaluation (1)

Papers

DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NeurIPS 2024 On the Limitations of Stochastic Pre-processing Defenses NeurIPS 2022 Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses IJCAI 2019