Introduction
The Cybersecurity, Autonomous system, and Machine learning Engineering Lab (CAMEL), is directed by Dr. Chen Liu. On the topic of cybersecurity, we focus on anomaly-based malware detection via dynamic behavioral analysis, integrating advanced machine learning techniques with low-level hardware information. On the topic of autonomous driving, we focus on using advanced machine learning algorithms towards segmentation, semantic mapping, scene reconstruction, and sensor fusion. On the topics of biometrics, we focus on using advance machine learning algorithms towards face quality analysis, face in video recognition, and face morphing. Across all these domains, we also look at how to achieve real-time performance for advance machine learning algorithms through hardware acceleration, heterogeneous computing, and new hardware architecture.