mesanite-ddos-shield 1.0.3

Real-time DDoS detection and mitigation middleware for web applications

Mesanite DDoS Shield

Real-time DDoS detection and mitigation middleware for web applications.

Built using XGBoost machine learning and rule-based signatures. Trained on the CCE HTTP-GET Log Dataset with 99.5% detection accuracy.

Installation

pip install mesanite-ddos-shield

Usage

from fastapi import FastAPI
from mesanite_ddos_shield import protect

app = FastAPI()
protect(app)

Dashboard

Open your browser and go to:

http://localhost:8001/dashboard

Features

• Two-layer detection: Rule-based signatures + XGBoost ML model
• 99.5% detection accuracy on CCE HTTP-GET Dataset
• 1.13% false positive rate
• Real-time monitoring dashboard
• Explainable AI (XAI) summaries using SHAP
• Unknown pattern capture and auto model retraining

Author

Sharon Varghese - Christ University, Bengaluru - MTech CSE

GitHub

https://github.com/sharonvsaju/ddos-detection-middleware