This document applies to Fair Code (
yakew7/Fair-Code) and any other repository under this account that links to it.
This policy covers the following repositories:
| Repository | What It Is |
|---|---|
yakew7/Fair-Code |
Algorithmic bias detection & mitigation — audits, explainers, website |
yakew7/Cardiovascular-disease-prediction |
Predits the chance of having Cardiovascular Disease and Hypertension |
If you find a vulnerability in any of the above, follow the process below regardless of which repo it affects.
These repositories are educational and research projects. Only the latest commit on main is actively maintained. No version-specific backports are made.
| Branch / Version | Supported |
|---|---|
main (latest) |
✅ Yes |
| Any previous commit / fork | ❌ No |
Because these projects are primarily data analysis scripts and a static website, the realistic attack surface is narrow. Please report any of the following:
- Dependency vulnerabilities — a Python package or npm dependency with a known CVE that could affect users who clone and run the code
- Script injection — any way a specially crafted dataset could cause
unfair.pyorfair.pyto execute arbitrary code on a user's machine - Website vulnerabilities — XSS, CSP bypass, or any injection vector in
index.htmlthat could affect visitors to fair-code-five.vercel.app - Dependency confusion / supply chain — a malicious package name collision in
requirements.txtor any futurepackage.json - Data exposure — if any future dataset or file in the repo inadvertently contains personally identifiable information (PII) that was not intended to be public
The following are out of scope and do not need to be reported:
- Theoretical vulnerabilities with no practical exploit path on a static site or offline script
- Issues in third-party tools (scikit-learn, pandas, etc.) — report those upstream
- Missing security headers on Vercel's CDN — report those to Vercel
- Rate limiting, DoS, or brute-force concerns (there is no authentication surface)
Do not open a public GitHub Issue for security vulnerabilities.
Instead, use one of the following private channels:
GitHub has a built-in private reporting flow:
- Go to the affected repository on GitHub
- Click Security → Advisories → Report a vulnerability
- Fill in the form — it goes directly to the maintainer without being public
This is the fastest path. GitHub will notify me immediately and we can coordinate a fix privately before any public disclosure.
If you cannot use GitHub's reporting flow, reach out directly:
- Instagram DM: @thefaircodeproject
- LinkedIn: Yash Kewlani
Include the word SECURITY at the start of your message so it doesn't get missed.
A good report makes it possible to reproduce and fix the issue quickly. Please include:
Repository: yakew7/Fair-Code (or the specific repo)
Affected file(s): e.g. requirements.txt, index.html
Description: What the vulnerability is and how it works
Steps to reproduce:
1. ...
2. ...
Impact: What an attacker could achieve
Suggested fix: (optional, but appreciated)
| Stage | Target |
|---|---|
| Acknowledgement of report | Within 48 hours |
| Confirmation (valid / not valid) | Within 5 days |
| Fix deployed (if valid) | Within 14 days for high severity; best-effort for low |
| Public disclosure | After fix is live, coordinated with reporter |
These are best-effort timelines for a solo maintainer. If something genuinely critical comes in, I will prioritise it.
This project follows coordinated disclosure:
- Vulnerabilities are fixed privately before any public announcement
- The reporter is credited in the fix commit and/or GitHub Security Advisory (unless they prefer to stay anonymous)
- Public disclosure happens after a fix is live — typically within 90 days of the initial report, sooner if the fix is fast
The main runtime dependencies are listed in requirements.txt. If you discover a CVE in one of them, please:
- Check whether the version pinned in
requirements.txtis actually affected - If yes, report it here so the pinned version can be updated
- Also report it to the upstream package maintainers directly
Responsible disclosure is appreciated. Reporters who identify valid vulnerabilities will be credited here (with permission):
No reports received yet.
This policy covers Fair Code and linked repositories. For general questions about the project, open a GitHub Discussion or reach out on Instagram.