Research Interests
- AI & Autonomous Systems Security: AI-driven threat modeling utilizing computer vision & reasoning for automated threat identification, Model Context Protocol (MCP) safety requirements, and Agentic AI security controls.
- Post-Quantum Cryptography (PQC) & Migration Architecture: PQC risk modeling, crypto-agility frameworks, and enterprise PQC transition roadmaps.
- Threat Modeling & Automation: Advanced automated threat identification, control mapping, and integrating machine learning and computer vision into GRC workflows.
- Enterprise & Hybrid Cloud Security Architecture: Security reference architecture design, corporate control baselines, Zero Trust frameworks, and open-source platform security.
- Quantitative Risk Analysis & Data Privacy: Financial-impact risk modeling (FAIR Framework), Privacy Impact Assessments (PIA), and regulatory compliance architectures (GDPR, HIPAA, PCI-DSS, ISO 27001, SOC).