RANCER: non-axis aligned anisotropic certification with randomized smoothing

As modern networks have been proven to be unprotected from adversarial attacks and are applied in safety-critical applications, defense against them is very crucial. Many works were dedicated to this topic, but randomized smoothing has been recently proven to be an effective approach for the certifi...

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Bibliographic Details
Main Authors: Rumezhak, T, Eiras, FG, Torr, PHS, Bibi, A
Format: Conference item
Language:English
Published: IEEE 2023