🛡 CyberGuard

AI-Powered Real-Time Zero-Day Threat Detection Platform

Detect vulnerabilities before deployment. Predict severity. Generate secure fixes. Integrate with GitHub.

Tech Stack

Backend

• Python
• Flask

Machine Learning

• XGBoost
• Scikit-learn

AI Integration

• Gemini API

Frontend

• Streamlit

Dataset

• NVD API
• CVE Dataset

System Architecture

Dashboard

Key Features

✔ Zero Day Prediction

✔ CVE Analysis

✔ XGBoost Model

✔ GitHub Scanner

✔ Chrome Extension

✔ AI Generated Fixes

✔ Explainable Security Reports

✔ PDF Export

✔ Multiple Analysis Modes

Research Publication

IEEE manuscript and research documentation included for academic reference.

CyberGuard IEEE