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adversarial robustness for deep learning

market1 mentionslast seen Oct 26, 2026

The application domain of protecting deep learning models against adversarial perturbations and malicious inputs.

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Feature-Space Smoothingapplies toadversarial robustness for deep learning85% confidence1 source

adversarial robustness for deep learning

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Feature-Space Smoothingapplies toadversarial robustness for deep learning

85% confidence1 supporting mentions

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preprintarXivOct 23, 2026Feature-Space Smoothing: Certified Robustness of Deep Representations
we propose Feature-Space Smoothing (FS), a representation-level certification framework built upon Gaussian randomized smoothing to address that, we propose Feature-Space Smoothing (FS)