Xueyang Wang

Enhancing Robustness of Classifiers Based on PCA

2021

To date, deep learning techniques have been widely used. However, deep neural networks (DNNs) are vulnerable to adversarial attacks, which has become one of the hidden risks issues affecting system security. The adversarial sample is …

ConFirm: Detecting firmware modifications in embedded systems using Hardware Performance Counters

2015

Critical infrastructure components nowadays use microprocessor-based embedded control systems. It is often infeasible, however, to employ the same level of security measures used in general purpose computing systems, due to the stringent performance and resource …