The FortiWeb machine learning (ML) feature is a two-phase analysis mechanism.

Determines whether an anomaly is a real attack or just a benign anomaly that should be ignored

Builds a threat model behind every parameter and HTTP method

Determines if a detected threat is a false-positive or not

Determines whether traffic is an anomaly, based on observed application traffic over time