Modality-Agnostic Adversarial Attacks on Machine Learning-Based Wireless Communication Systems

Magmaw, a novel wireless attack framework, can generate universal adversarial perturbations to subvert multimodal machine learning-based wireless communication systems and their downstream applications, even in the presence of strong defense mechanisms.