Research
Selected Papers
Work at the intersection of autonomous agents and cyber-resilience in critical infrastructure.
- 01IoT Security2026
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 Agents2026
Agentic AI for Critical Infrastructure Cyber Defense
A PRISMA-informed structured review of 26 selected studies (23 peer-reviewed + 3 preprints) on autonomous prevention, detection, and mitigation across ICS, IoT, and smart agriculture.
26 studiesNIST CSF mapping5-gen taxonomy
Cite This Research
If you reference these papers in your work, please use the following formatted citations:
H. B. Chhetri, "Intrusion Detection for Agricultural IoT Networks: An Empirical Comparison of Supervised and Unsupervised Machine Learning Approaches," 2026. [Online]. Available: https://bimql.link/research/agricultural-iot-intrusion-detection H. B. Chhetri, "Agentic AI Systems for Autonomous Prevention, Detection, and Mitigation of Cyber Attacks in Critical Infrastructure: A Structured Literature Review," 2026. [Online]. Available: https://bimql.link/research/agentic-ai-cyber-defense