---
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]`