A Comparative Study of Adversarial Robustness in CNN and CNN-ANFIS Architectures

Kaaustaaub Shankar, Bharadwaj Dogga, Kelly Cohen

Convolutional Neural Networks (CNNs) achieve strong image classification performance but lack interpretability and are vulnerable to adversarial attacks. Neuro-fuzzy hybrids such a…