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...

Fuld beskrivelse

Bibliografiske detaljer
Main Authors: Rumezhak, T, Eiras, FG, Torr, PHS, Bibi, A
Format: Conference item
Sprog:English
Udgivet: IEEE 2023