Department of Electrical Engineering
My current research lies at the intersection of cyber security, computer architecture and deep learning. My students and I research how to improve security with deep learning and machine learning, and how to improve the security of deep learning systems. For example, we showed how to detect anomalous behavior in power-grid systems using our enhanced temporal deep learning method. We are also looking at improving smartphone security with machine learning and deep learning.