GHSA-5r3q-93q3-f978 is a high-severity (CVSS 7.5) CWE-29 vulnerability in mlflow. 1 public exploit reference exists, so weaponization risk is real. A fix is available for mlflow — see the affected versions and patch details below.
MLflow Path Traversal Vulnerability
EPSS Exploitation Probability
Probability of exploitation in the next 30 days, from FIRST.org EPSS.
How urgent is this, really
GHSA-5r3q-93q3-f978 by exploitation likelihood (EPSS) against impact (CVSS). In the shaded patch-first corner (EPSS 50%+, CVSS 7.0+).
Where this sits among everything scored
Of 379,842 CVEs with a current EPSS score, this one falls in the 50–90% band (highlighted). Counts from FIRST.org, log-scaled.
Real-World Exposure
mlflowReal-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.
Description
Path Traversal: '..\filename' in GitHub repository mlflow/mlflow prior to 2.9.2.
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | mlflow | all versions | 2.9.2pip install --upgrade 'mlflow==2.9.2' |
Affected Products
mlflowlfprojectsResearch use only. For defensive security, authorized penetration testing, and academic research only. Never execute exploit code against systems without explicit written authorization.
Detection & mitigation playbook
Open-source dependencyDetect
Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for mlflow, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.
Fix
Update mlflow to 2.9.2 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-5r3q-93q3-f978 is resolved across your whole dependency graph.
Workarounds
Resolve every user-supplied path to its canonical form and reject anything that escapes the intended directory, and run the component under an account that has no read or write access outside the directory it legitimately serves.
How to detect GHSA-5r3q-93q3-f978
A community-maintained Nuclei template exists for this CVE. You can scan for it directly:
nuclei -id ghsa-5r3q-93q3-f978 -u https://target- Template
- Mlflow <2.9.2 - Path Traversal
- Severity
- high
- Impact
- Successful exploitation could be lead to disclose of sensitive information such as SSH Keys or Internal configurations.
- Remediation
- To fix this vulnerability, it is important to update the mlflow package to the latest version 2.10.0.
Template by ProjectDiscovery nuclei-templates (Hyunsoo-ds), MIT licensed. View the full template. Scan only systems you are authorised to test.
Frequently Asked Questions
Is GHSA-5r3q-93q3-f978 in your dependencies?
Find it across PyPI, including transitive dependencies.