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babuakash/malicious-url-detector-api

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App README

🔐 Malicious URL Detector API

A FastAPI-based REST API that classifies URLs as benign, phishing, malware, or defacement using a deep learning model.

API Endpoints

`GET /`

Health check — returns a welcome message.

`POST /predict`

Analyze a URL for threats.

Request body:

json

{ "url": "https://example.com" }

Response:

json

{
  "url": "https://example.com",
  "prediction": "benign",
  "confidence": 98.7,
  "class_probabilities": {
    "benign": 0.987,
    "phishing": 0.008,
    "malware": 0.003,
    "defacement": 0.002
  },
  "ssl_info": { "valid": true, "cn": "example.com", ... },
  "whois_info": { "registrar": "...", "created": "...", ... }
}

`GET /health`

Returns { "status": "ok" }.