Privilege Escalation in mlflow/mlflow
Key facts
- Attack vector
- Local
- Privileges required
- Low
- User interaction
- None
- Attack complexity
- High
- Impact type
- —
- Confidentiality · integrity · availability
- High · High · High
- Fix status
- Fixed
Attack profile from CVSS 3.0 · CNA. Fix status from CNA and GitHub.
Summary
In mlflow version 2.20.3, the temporary directory used for creating Python virtual environments is assigned insecure world-writable permissions (0o777). This vulnerability allows an attacker with write access to the `/tmp` directory to exploit a race condition and overwrite `.py` files in the virtual environment, leading to arbitrary code execution. The issue is resolved in version 3.4.0.
Why it matters now
SSVC decision points
CISA ADP · SSVC 2.0.3
- Exploitation
- Poc
- Automatable
- No
- Technical impact
- Total
The decision (Track, Attend, Act) also depends on your mission and well-being impact; see CISA's SSVC guide.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| MLflow | mlflow/mlflow | before 3.4.0 | 3.4.0 | Patch available | CNA |
| — | mlflow (PyPI) | before 3.4.0rc0 | 3.4.0rc0 | Patch available | GHSA-4x5p-f36r-mxxr |
- mlflow/mlflow VendorMLflow Affected before 3.4.0 Fixed in 3.4.0 Patch available CNA
- mlflow (PyPI) Vendor— Affected before 3.4.0rc0 Fixed in 3.4.0rc0 Patch available GHSA-4x5p-f36r-mxxr
Remediation
- Fix · CNA mlflow/mlflow (mlflow) Fixed in 3.4.0
- Fix · GHSA-4x5p-f36r-mxxr mlflow (PyPI) Fixed in 3.4.0rc0 Advisory →
Timeline
- 2026-10-02 Threatist record created from CVE-2025-10279
- 2026-10-03 Alias added: GHSA-4x5p-f36r-mxxr
References
More Mlflow vulnerabilities
- TI-2026-46366 Server-side request forgery in mlflow KEVCVSS 3.1CRITICAL 9.3
- TI-2023-03518 Absolute Path Traversal in mlflow/mlflow CVSS 3.1CRITICAL 10.0
- TI-2023-01113 Path Traversal: '\..\filename' in mlflow/mlflow CVSS 3.1CRITICAL 9.8
- TI-2025-14028 Command Injection in mlflow/mlflow CVSS 3.1CRITICAL 10.0
- TI-2023-05540 MLflow Authentication Bypass CVSS 3.1CRITICAL 9.8
- TI-2023-02603 Path Traversal: '\..\filename' in mlflow/mlflow CVSS 3.1CRITICAL 9.8
Sources
- CVE-2025-10279 · CVE Program
- CVE-2025-10279 · NVD
- FIRST EPSS
- GHSA-4x5p-f36r-mxxr · GitHub Advisory Database · CC BY 4.0
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