TITANS Lab Information

The transformative Innovation for Trustworthy AI and Network Security (TITANS) lab is part of the Department of Computer Science at Southern Illinois University Carbondale, led by PI: Alvi Ataur Khalil. The TITANS Lab is dedicated to advancing research in cybersecurity, blockchain systems, and artificial intelligence. Our mission is to design secure, scalable, and intelligent technologies that address real-world challenges. We develop systematic defenses, intrusion-detection pipelines, formal verification workflows, and cryptographic protocol enhancements by combining data-driven modeling, program analysis, and zero-knowledge techniques. Our research lies at the intersection of cybersecurity, reinforcement learning, control theory, optimization, and privacy-preserving techniques. It explores how intelligent agents can make strategic, adaptive decisions in adversarial and distributed environments. Key themes include designing robust defense mechanisms against stealthy attacks, developing secure multi-agent coordination protocols, and leveraging game-theoretic reasoning for decision-making under uncertainty. You can find an overview of some of our research themes on our Research page.