Autonomous Vulnerability Assessment AI

Overview

This model is designed to automatically identify vulnerabilities on websites by analyzing the technologies used, detecting potential weaknesses, and providing detailed security reports.

Features

Tech Stack Detection: Identifies technologies used by the website.
Vulnerability Detection: Analyzes for common vulnerabilities such as insecure HTTP methods, missing security headers, and weak password policies.
Proof of Concept Generation: Provides an example of how vulnerabilities can be exploited.
Comprehensive Reports: Generates reports in CVSS, OWASP formats, with detailed descriptions, steps to reproduce, and fixes.

Training Data

The model was trained on a combination of publicly available vulnerability reports (e.g., HackerOne, CVEs) and synthetic data from security research.

Usage

Install dependencies:
```
pip install transformers torch
```