MLflow allows an unauthenticated remote attacker to read arbitrary files from the server's filesystem
High7.5CVE-2026-2614 · Published May 11, 2026 · updated Jul 13, 2026
Affected versions
| Package | Affected | Fixed in |
|---|---|---|
| mlflow PyPI | < 3.10.0 | 3.10.0 |
Details and references
A vulnerability in the `_create_model_version()` handler of `mlflow/server/handlers.py` in mlflow/mlflow versions 3.9.0 and earlier allows an unauthenticated remote attacker to read arbitrary files from the server's filesystem. The issue arises when a `CreateModelVersion` request includes the tag `mlflow.prompt.is_prompt`, which bypasses source path validation. This enables an attacker to store an arbitrary local filesystem path as the model version source. The `get_model_version_artifact_handler()` function later uses this source to serve files without verifying the model version's prompt status, leading to a complete confidentiality compromise. This issue is fixed in version 3.10.0.
- CVSS 3.0
- CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N
- Severity from
- GitHub (reviewed advisory)
- Weakness
- CWE-22
- Also known as
- BIT-mlflow-2026-2614, CVE-2026-2614, PYSEC-2026-2654
More MLflow advisories
All MLflow| Date | Advisory | Severity | Fixed in |
|---|---|---|---|
| May 11 | MLflow Has a Server-Side Request Forgery (SSRF) Vulnerability CVE-2026-2393High7.1fixed in 3.9.0 | High7.1 | 3.9.0 |
| May 15 | MLflow: unauthenticated access to certain FastAPI routes CVE-2026-2652High8.6fixed in 3.11.0 | High8.6 | 3.11.0 |
| May 18 | MLFlow Creates a Temporary File With Insecure Permissions CVE-2026-4137High7.0fixed in 3.11.0 | High7.0 | 3.11.0 |
| May 19 | MLflow: Improper Origin Validation in MLflow Assistant /ajax-api Endpoints Enables Browser-Mediated Local Command Execution CVE-2026-2611Critical9.6fixed in 3.10.0 | Critical9.6 | 3.10.0 |
| May 21 | MLflow authenticated users can enumerate any registered model versions due to lack of per-model permissions checks CVE-2026-2734Medium6.5fixed in 3.10.0 | Medium6.5 | 3.10.0 |
| May 26 | MLflow allows unauthorized access to multipart upload endpoints when the `--serve-artifacts` mode is enabled CVE-2026-2651Critical9.0fixed in 3.11.0rc1 | Critical9.0 | 3.11.0rc1 |