metadata
language: py
license: mit
tags:
- anomaly-detection
- security
- api-protection
🛡️ Secure API Anomaly Detector
An Isolation Forest baseline model for detecting anomalous API access patterns (e.g., rate-limit bypass attempts, bulk scraping, credential brute forcing).
Model Details
- Algorithm: Isolation Forest
- Use Case: Identification of non-normal HTTP requests based on volume, entropy, and source reputation.
- Input Features:
[ip_reputation_score, request_frequency_hz, payload_entropy]