Research presented at international IS and AI conferences. Topics span IoT security, AI governance, and trust in AI systems.
Autonomous Constitutional AI Governance: A Dual-Agent System for Real-Time Ethical Compliance
A dual-agent architecture where one agent performs tasks while a second continuously checks decisions against constitutional principles in real time, bringing AI governance from policy to runtime.
Enhancing IoT Security and Information Systems Resilience: An Extreme Value Machine Approach
Using Extreme Value Machines for open-set threat detection in IoT environments, teaching AI to recognize attack patterns it has never seen before, because adversaries don't follow the training data.
Social Vulnerability and Disability Prevalence: A Multivariate Analysis Across U.S. Counties
A multivariate analysis examining how social vulnerability indices correlate with disability prevalence across U.S. counties, using IS methods to surface patterns in public health data.
Research on AI trust calibration and agentic delegation currently under review.