Agentic Report Generator Module (ARGM)

• Cyber Report Automation Platform

OxSecure Intelligence is a next-gen platform that automates Vulnerability Assessment and Penetration Testing (VAPT) report generation using Generative AI and Machine Learning. It simplifies the creation of detailed, professional VAPT reports, integrating seamlessly with vulnerability scanners for efficient analysis.

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Key Features:

• AI-Driven Reports: Automatically generate accurate, professional VAPT reports with minimal input.
• Customizable Templates: Flexible report formats with HTML templates, converted to PDF.
• Real-time Collaboration: Multiple users can contribute and refine reports in real-time.
• Advanced Reasoning: Uses CoT, ToT, and RAP for intelligent analysis and continuous report refinement.
• Visual Insights: Includes graphs, tables, and charts for clear data representation.

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How It Works:

1. Upload Scan Results: Import data from vulnerability scanners.
2. Generate Reports: AI analyzes and generates customized reports.
3. Download Reports: Download reports in PDF format.

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Architecture:

1. Frontend:

   • Streamlit: User-friendly web interface for seamless interaction.

2. Backend:

   • Python: Core logic and processing.
   • Gemini API: AI-driven content generation and analysis.
   • LangChain: Dynamic, customizable prompts for precise reporting.

3. AI Reasoning:

   • CoT: Step-by-step analysis.
   • ToT: Linked reasoning across multiple vulnerabilities.
   • RAP: Continuous feedback loop for real-time report iteration.

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Developer Setup:

To contribute or check out the project, you'll need to set up your environment and API keys. Follow these steps:

1. Clone the Repository:

   • Clone this repository to your local machine.

2. Create secrets.toml File:

   • Create a file named secrets.toml in the root directory of the project.

3. Add Your Gemini API Key:

   • Obtain a valid Gemini API key from the Google Cloud Console.
   • Add the following to your secrets.toml file (replace your-gemini-api-key with your actual key):

[api_keys]
gemini_api_key = "your-gemini-api-key"

4. Use the Mock sample_secrets.toml File:

   • A sample secrets file (sample_secrets.toml) is provided in the repository as a template for setting up your secrets file.

5. Run the Application:

   • Ensure that your environment is properly configured and the secrets.toml file is in place. You can then run the app using Streamlit or through the Python backend.

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OxSecure Intelligence delivers actionable insights and professional VAPT reports with AI-powered efficiency, simplifying the complex world of cybersecurity.

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