Nicole Finnie

Meta Adversarial Training against Universal Patches

2021 · arXiv (Cornell University)

Recently demonstrated physical-world adversarial attacks have exposed vulnerabilities in perception systems that pose severe risks for safety-critical applications such as autonomous driving. These attacks place adversarial artifacts in the physical world that indirectly cause the …