Kim Ji Eun

Multimodal Safety-Critical Scenarios Generation for Decision-Making Algorithms Evaluation

Existing neural network-based autonomous systems are shown to be vulnerable against adversarial attacks, therefore sophisticated evaluation of their robustness is of great importance. However, evaluating the robustness under the worst-case scenarios based on known attacks is not comprehensive, not t