Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation

Matthias Hein, Maksym Andriushchenko

Nov-21-2025, 13:22:13 GMT–Neural Information Processing Systems

We show that using this form of regularization in kernel methods resp.

artificial intelligence, machine learning, robustness, (17 more...)

Neural Information Processing Systems

Nov-21-2025, 13:22:13 GMT

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Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation
Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation

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