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Title: Proposal to add SecureScan AI — an AI-assisted website security analyzer #3327
Description
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
Codenama-007 commentedon Oct 11, 2026
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
avinashkranjan commentedon Oct 12, 2026
@Codenama-007 Go Ahead..