Resilience of Autonomous Vehicle Object Category Detection to Universal Adversarial Perturbations

Mohammad Nayeem Teli, Seungwon Oh

Due to the vulnerability of deep neural networks to adversarial examples, numerous works on adversarial attacks and defenses have been burgeoning over the past several years. Howev…