MicroSec Pte Ltd

Anomaly Detection Technology

Device Signature based Intrusion Detection

• Machine learning (Statistical learning, MLP and DL) is used to classify each device with its own unique signature

• Device signature is calculated with parameters which makes each device unique in the environment

• Any compromised device will have variation in its signature and can be detected

Device Signature Parameters

• RSSI

• ID

• Frame Counter

• Frame Value

• Retry counter

• Frequency of data transmission