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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). Auto-blocks confirmed fraud patterns (94%+ confidence) while flagging uncertain cases for human review.

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Anomaly Detector - Security Guardian

Part of Multi-Agent Campaign Optimization Platform

Portal: Nexgile AdGenie Command

Agent ID: anomaly-detector

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...

System Navigation

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Portal

Nexgile AdGenie Command

Digital Worker

Multi-Agent Campaign Optimization Platform

Current Agent

Anomaly Detector - Security Guardian

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