CSCI 8330 Intelligent Security Systems
This class explores the research frontier of intelligent security systems, focusing on the merger of artificial intelligence, data management, and cybersecurity. The class emphasizes a deep review of current literature, critical analysis of state-of-the-art methodologies, and the identification of open research questions. Topics include Federated Learning, AI-driven intrusion detection, advanced firewall design, malware analysis, hacking recognition, and adversarial attacks against ML systems. Students will conduct comprehensive literature reviews, lead discussions, and formulate novel research proposals.