Pratik Vaishnavi

Accelerating Certified Robustness Training via Knowledge Transfer

Training deep neural network classifiers that are certifiably robust against adversarial attacks is critical to ensuring the security and reliability of AI-controlled systems. Although numerous state-of-the-art certified training methods have been developed, they are computationally expensive and sc…