Khawla Hamouichou

Wavelet scattering networks for stable classification in adversarial settings

Deep neural networks achieve impressive performance in image and speech recognition, yet they are sensitive to small input perturbations known as adversarial examples that can cause critical misclassifications. This vulnerability motivates classification systems that are inherently stable and robust. In this work, we f...