Loss of Availability
Sensor data becomes unavailable, causing monitoring failure.
About the Project
This website presents the project as a complete story: problem, aim, objectives, sensors, architecture, and educational value.
Why this project was built
Industrial systems rely on trustworthy sensor data. When that data is manipulated, delayed, frozen, or degraded, the impact can reach safety, process stability, and operational reliability. CyberSense AI Guard was designed to show those risks in a practical and visual way.
The platform supports training, testing, demonstrations, and OT cybersecurity awareness through an interactive simulation environment.
Core Sensors
The sensor set used in the project
MQ2
Flammable gas detection for early warning of combustible gas leaks in industrial environments.
MQ5
Natural gas monitoring used in pipelines and OT systems.
MQ135
Air quality monitoring to detect harmful gases and anomalies.
Temperature
Monitors thermal stability and detects overheating.
Pressure
Tracks pressure for system safety and instability detection.
Threat Modeling
Key Cyber-Physical Attacks Simulated
These scenarios show how cyber-attacks and sensor faults can affect OT visibility, integrity, safety, and stability.
Loss of Integrity
Data is manipulated, leading to incorrect system decisions.
Loss of View
Operators lose visibility into the real system state.
Unsafe Process State
Operations continue under dangerous conditions without clear warning.
Control Instability
Erratic values can produce unstable control behavior and wrong responses.
Cascading Failure
A small issue spreads across multiple components and affects the wider system.
Data Decision Mismatch
Sensor readings no longer match the true physical process conditions.
Degraded Confidence
Inconsistent readings reduce trust in alerts, dashboards, and decisions.
Mission Failure
Accumulated faults and attacks eventually prevent the system goal from being achieved.
Value
Educational and cybersecurity impact
The project can support awareness sessions, live demonstrations, and project exhibitions by making OT threats easier to understand through visuals and scenario-based explanation.
It also shows how browser-based and offline-first design can still support meaningful industrial security experiences.
Audience
Made for more than instructors
This website was designed to be attractive to visitors, classmates, event guests, and anyone who wants a clear overview of the senior project without reading the full report first.