Research
Selected Papers
Work at the intersection of autonomous agents and cyber-resilience in critical infrastructure.
- 01IoT Security2026
Beyond Detection: Intrusion Recovery for Agricultural IoT
Tests four assumptions behind autonomous intrusion recovery for resource-constrained AgriIoT: detection on CICIDS2017, revalidation on Farm-flow, and a Q-learning recovery agent under compute and connectivity limits. Two of four assumptions fail.
F1 0.99668.3% MTTR cutFarm-flow test - 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, "Beyond Detection: Testing the Assumptions Behind Intrusion Recovery for Resource-Constrained Agricultural IoT," 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