no code implementations • 29 Apr 2024 • Dmitrii Korzh, Elvir Karimov, Mikhail Pautov, Oleg Y. Rogov, Ivan Oseledets
In this paper, we pioneer applying robustness certification techniques to speaker recognition, originally developed for the image domain.
no code implementations • 17 Aug 2023 • Dmitrii Korzh, Mikhail Pautov, Olga Tsymboi, Ivan Oseledets
Randomized smoothing is the state-of-the-art approach to construct image classifiers that are provably robust against additive adversarial perturbations of bounded magnitude.