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+ # Autonomous Vulnerability Assessment AI
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+ ## Overview
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+ This model is designed to automatically identify vulnerabilities on websites by analyzing the technologies used, detecting potential weaknesses, and providing detailed security reports.
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+ ## Features
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+ - **Tech Stack Detection**: Identifies technologies used by the website.
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+ - **Vulnerability Detection**: Analyzes for common vulnerabilities such as insecure HTTP methods, missing security headers, and weak password policies.
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+ - **Proof of Concept Generation**: Provides an example of how vulnerabilities can be exploited.
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+ - **Comprehensive Reports**: Generates reports in CVSS, OWASP formats, with detailed descriptions, steps to reproduce, and fixes.
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+ ## Training Data
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+ The model was trained on a combination of publicly available vulnerability reports (e.g., HackerOne, CVEs) and synthetic data from security research.
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+ ## Usage
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+ 1. **Install dependencies**:
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+ ```bash
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+ pip install transformers torch