Alakunta Navya Sri

Adaptive Multi-Layer Defense Framework for Emerging Adversarial Attacks

Machine learning models remain highly susceptible to adversarial perturbations, which can cause them to produce incorrect predictions while remaining imperceptible to humans. Existing defense methods usually emphasize either detection or robust training in isolation, which limits their capability to deal with adaptive...