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Title: Proposal to add SecureScan AI — an AI-assisted website security analyzer #3327

Description

@Codenama-007

Aim

aims to scan the websites and look for the security Vulnerabilities and then later i will add the Backend scan too

Details

Current capabilities include:

HTTP security-header analysis

Cookie security-attribute checks

CSRF-related heuristic checks

Third-party script and technology detection

TLS-related checks

Risk scoring and JSON reports

I plan to provide a dedicated project directory, installation instructions, dependency requirements, tests, example output, and documentation explaining the tool's limitations and responsible-use requirements.

The scanner is currently focused on browser-visible website behavior; backend source-code analysis is not being claimed as an existing feature.

Would this project be a good fit for the repository? Should I contribute the complete modular project or a smaller standalone version?

Thank you for your time and feedback.

Record

  • I agree to follow this project's Code of Conduct
  • I'm a GSSoC'23 contributor
  • I want to work on this issue

Activity

  1. Codenama-007 commented on Oct 11, 2026

    @Codenama-007
    Author

    folder structure

    Amazing-Python-Scripts/
    └── SecureScan-AI/
    ├── README.md
    ├── requirements.txt
    ├── .env.example
    ├── config.py
    ├── state.py
    ├── audit.py
    ├── graph.py
    ├── main.py
    ├── nodes/
    │ ├── init.py
    │ └── nodes.py
    ├── tools/
    │ ├── init.py
    │ ├── browser.py
    │ ├── headers.py
    │ ├── cookies.py
    │ ├── csrf.py
    │ ├── scripts.py
    │ └── technologies.py
    └── tests/
    ├── test_main.py
    └── test_analyzers.py

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