Hello! I am a Computer Science undergraduate at University of Virginia (UVA) working with Prof. Yuan Tian and Prof. David Evans. My current research interests are security and privacy issues in machine learning.
Our team designed a black-box transfer attack with a self-supervised auxiliary model. Our method relaxes the assumption that the auxiliary and target models are built on the same training dataset in existing transferred attacks.
Our team designed a comprehensive platform to facilitate reproducing existing black-box attacks against image and malware classifiers and proposed a general taxonomy of attacks based on the applicable scenarios in practice.