Research
Selected Papers
Work at the intersection of autonomous agents and cyber-resilience in critical infrastructure.
- 01IoT Security2025
Intrusion Detection for Agricultural IoT Networks
An empirical comparison of supervised and unsupervised ML approaches, proposing a hybrid two-tier architecture for smart farms.
F1 0.996ROC-AUC 99.9%Edge deploy - 02AI Agents2025
Agentic AI for Critical Infrastructure Cyber Defense
A systematic analytical study of 27 peer-reviewed papers on autonomous prevention, detection, and mitigation across ICS, IoT, and smart agriculture.
27 papersNIST CSF mapping5-gen taxonomy