Ruicheng Niu

Search Robust and Adaptable Architecture

The vulnerability of deep neural networks poses a significant challenge to their application in security-sensitive domains. In this paper, we propose the Search Robust and Adaptable Architecture (SRAA) to identify the robust architecture. Unlike previous NAS-based approaches that utilize a single ne…