Academic Portfolio
Research Hub
Investigating the intersection of Autonomous Agents and Cyber-Resilience in critical global infrastructures.
IoT Security
Intrusion Detection for Agricultural IoT Networks
An empirical comparison of supervised and unsupervised ML approaches, proposing a hybrid two-tier architecture for smart farms.
0.996
F1 Score
99.9%
ROC-AUC
Edge
Deploy
AI Agents
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 Papers Systematically Reviewed
NIST CSF Function Mapping
Five-Generation Agentic Taxonomy