Maura Pintor

AI-based malware detectors that rely on domain knowledge significantly outperform deep learning models in long-term resilience and security against adversarial attacks.

Attack ensembles optimized for minimum-norm strategies can provide a more accurate and flexible evaluation of adversarial robustness than traditional fixed-budget methods.