Research
I study why known risks go unprioritized in complex systems, and how security practice keeps up as those systems take on AI.
Publications
Beyond the Pipe: A System-of-Systems Profile of NIST CSF 2.0 for Resilient Urban Lifelines, Diagnosed Through ISO 31000to appear
Reads the 2025 Richmond water crisis and the 2021 Texas grid-to-water cascade through ISO 31000, and finds that in both cases the risks were known but prioritized wrong. The failure sits upstream, in how context is set and risks are identified and analyzed. The paper proposes a lifeline system-of-systems profile of NIST CSF 2.0 to address it.
Research interests
- Emergent risk in systems of systems and critical infrastructure
- Risk management frameworks, including NIST CSF 2.0 and ISO 31000
- AI threat modeling and adversarial machine learning
- The handoff between vulnerability management and security operations