Power System simulation tool to visualize the steady state power system operation, such as optimal power flow and state estimation. The functions also include generating false data injection (FDI) attacks and detect by using Moving Target Defence (MTD).

False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics

False Data Injection Attack (FDIA) with Long Sort Term Memory (LSTM) Model using Python

Cyber-physical security experiment against a simulated nuclear plant steam generator. Implements a stealthy false data injection attack that evades reactor trip thresholds, then builds and compares three detection methods against it.

Comprehensive research project studying cybersecurity challenges, vulnerabilities, threat modeling, and defensive countermeasures in Smart Meter Communication Systems & smart grids. Features real-world OT/ICS case studies, NIST frameworks, and presentation highlights.

Cyber-resilient smart grid SOC that detects False Data Injection attacks before they reach energy optimization. Four-detector ensemble, unified threat scoring, and a bounded multi-agent pipeline (Triage, Investigation, Response, Analyst) behind a Trusted Data Gateway. Streamlit dashboard, SQLite, LiteLLM.