MLflow has a Local File Read/Path Traversal in dbfsGHSA-4rqf-8pfm-p36r
HIGHFix: mlflow/mlflow@7791b8cGHSA-4rqf-8pfm-p36r is a high-severity (CVSS 7.5) CWE-29 vulnerability in mlflow. A fix is available for mlflow — see the affected versions and patch details below.
Exploitation Status
Proof-of-concept exploit code exists
- CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
- CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.
Exploitation and automatability from CISA’s SSVC triage for GHSA-4rqf-8pfm-p36r.
EPSS Exploitation Probability
Probability of exploitation in the next 30 days, from FIRST.org EPSS.
How urgent is this, really
Where this sits among everything scored
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
A path traversal vulnerability exists in mlflow/mlflow version 2.15.1. When users configure and use the dbfs service, concatenating the URL directly into the file protocol results in an arbitrary file read vulnerability. This issue occurs because only the path part of the URL is checked, while parts such as query and parameters are not handled. The vulnerability is triggered if the user has configured the dbfs service, and during usage, the service is mounted to a local directory.
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | mlflow | all versions | 2.17.0rc0pip install --upgrade 'mlflow==2.17.0rc0' |
Affected Products
mlflowlfprojectsDetection & 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 2.17.0rc0 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-4rqf-8pfm-p36r 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-4rqf-8pfm-p36r
A community-maintained Nuclei template exists for this CVE. You can scan for it directly:
nuclei -id ghsa-4rqf-8pfm-p36r -u https://target- Template
- Mlflow < 2.17.0 - Local File Inclusion
- Severity
- critical
- Impact
- Successful exploitation could allow an attacker to read sensitive files on the server.
- Remediation
- Upgrade Mlflow to version 2.17.0 or later to mitigate the vulnerability.
Template by ProjectDiscovery nuclei-templates (gy741), MIT licensed. View the full template. Scan only systems you are authorised to test.
Frequently Asked Questions
Is GHSA-4rqf-8pfm-p36r in your dependencies?
Find it across PyPI, including transitive dependencies.