Deepraj Majumdar

Secure Hardware Accelerator for Resilience Against Adversarial Attacks in ViTs

Vision Transformers (ViTs) have demonstrated exceptional performance across various computer vision tasks. However, their susceptibility to adversarial white-box attacks poses a significant risk, especially in safety-critical applications. These attacks, with full model access, pose severe threat by drastically reducin...