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Anomaly Detector - Security Guardian

Runs Isolation Forest anomaly detection on traffic patterns with configurable sensitivity thresholds. Classifies anomalies by type (fraud, technical, competitive, seasonal).

Agent ID
anomaly-detector
Sector Advertising Technology (AdTech) / Marketing Technology (MarTech)
Status
Operational

Problem Statement

The challenge addressed

Ad fraud and invalid traffic waste budget and damage advertiser trust. Detecting sophisticated fraud requires real-time analysis of traffic patterns that humans cannot monitor continuously.

Core Logic

How the agent solves it

Runs Isolation Forest anomaly detection on traffic patterns with configurable sensitivity thresholds. Classifies anomalies by type (fraud, technical, competitive, seasonal). Auto-blocks confirmed frau...

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