My research focuses on AI-enabled cybersecurity, safety, and resilience for cyber-physical systems (CPS). I develop trustworthy and auditable AI methods for public safety and other safety-critical applications, with particular interests in autonomous systems, policy-grounded decision-making, and robust operation under real-world constraints.