CYBER-PHYSICAL MONITORING / UAE + FRANCE

Water infrastructure security

Real-time anomaly detection for desalination operations.

Connecting…
MACHINE LEARNING · ISOLATION FOREST

Detect the unusual.
Protect the essential.

Incoming sensor readings are evaluated by an anomaly model. Alerts indicate unusual behaviour—not proof of an attack.

◈OT / ML
PRESSURE FLOW RATE SALINITY
SECURITY POSTURE ◈
MONITORING
No critical anomalies
SENSORS MONITORED ⌁
06 / 06
Pressure, flow, salinity & pump
OPEN ALERTS ⚠
01
Review recommended
PLANT HEALTH ⌁
98%

Live sensor telemetry

Rolling readings · updates every few seconds

Live reading Expected range ML: initializing
LAST 30 SAMPLES Waiting for telemetry…

ML detection engine

Isolation Forest inference

● MODEL
AI
Waiting for data Model will score incoming readings.
Latest anomaly score —
Normal Alert threshold
Inference mode Connecting backend
Latest prediction Pending
Last update —
Scores are generated by the backend model when available. Browser fallback is clearly labelled and uses a simple statistical rule.

Security event timeline

Recent detections and system activity

!
Demo initialized

Telemetry simulation starting. ML backend status will appear above.

JUST NOW · SYSTEM

Sensor inventory

Synthetic plant telemetry

6 ACTIVE
SENSOR READING STATUS
PT-101 Pressure — Waiting
FT-202 Flow rate — Waiting
ST-303 Salinity — Waiting
PT-104 Pressure — Waiting
FT-205 Flow rate — Waiting
PU-01 Pump state RUN Nominal