MlflowApplication · Lfprojects

CVE-2023-30172

HIGH · 7.5 CVSS v3.1 Published 2023-05-11
Fix available
A fix is available. Upgrade to 2.0.1 or later.
See remediation →
84/100
Remediation priority · High
Remotely reachable No privileges Zero-click

Official description Straight from the sourceThe vendor's or NVD's own wording, published unedited. Authoritative, but often terse — it says what broke, rarely what to do.

NVD · unedited
A directory traversal vulnerability in the /get-artifact API method of the mlflow platform up to v2.0.1 allows attackers to read arbitrary files on the server via the path parameter.

Technical summary Written by usOur analysis, written from the advisory, the CVSS vector and the affected-version data. It adds context the advisory leaves out, and never invents facts that are not in the source.

dbcve analysis · high confidence

A directory traversal vulnerability exists in the /get-artifact API endpoint of mlflow where the path parameter is not properly sanitized, allowing attackers to use '../' sequences to escape the intended artifact directory and read arbitrary files on the server's filesystem.

MitigationUpgrade mlflow to version v2.0.2 or later, which contains the fix for this path traversal vulnerability. If immediate patching is not possible, implement input validation on the path parameter to reject sequences containing '../' and ensure all file access is restricted to the designated artifact storage directory.

Verify against the referenced sources before acting — the references below are authoritative for this CVE, this summary is not.

Affected products & versions What the vendor confirmedThe version ranges the vendor confirmed as vulnerable. If your version sits inside a range here, treat yourself as exposed until you have upgraded.

NVD · CPE data
MlflowApplication
Affected:< 2.0.1

CVSS breakdown How the score is builtThe industry scoring standard. It rates how the flaw is reached, what it takes to exploit, and what an attacker gains — the score is derived from those, not the other way round.

From the vector
Attack vector
Network
Complexity
Low
Privileges
None
User interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
None
Availability
None

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N

Am I affected? How to checkSteps we derive from the advisory and the affected-version data, so you can decide whether this CVE reaches your setup. They are a guide, not a scan — your own configuration is the authority.

dbcve checks

Work through these to decide whether this CVE applies to you.

  1. Check if mlflow is installed
    Run 'pip show mlflow' or 'python -c "import mlflow; print(mlflow.__version__)"'
    Affected if mlflow is not installed or version cannot be determined
  2. Verify installed mlflow version
    Compare the version from step 1 against the affected range (< 2.0.1)
    Affected if installed version is lower than 2.0.1
  3. Determine if mlflow server is running
    Check for running mlflow processes or check if port 5000 (default mlflow server port) is listening: 'ps aux | grep mlflow' or 'netstat -tlnp | grep 5000'
    Affected if mlflow server is running and the artifact API is accessible over network
  4. Confirm /get-artifact endpoint exposure
    Check mlflow server configuration or test accessing the endpoint via curl http://localhost:5000/api/2.0/mlflow-artifacts/get-artifact?path=test (note: this is informational only)
    Affected if the /get-artifact API endpoint is accessible and the mlflow version is < 2.0.1

You are affected if mlflow version is below 2.0.1 AND the /get-artifact API endpoint is exposed and accessible in your environment.

Generated from the published advisory. Verify against your own configuration.

Check your environment

Paste your version and any relevant configuration and it will be compared against the affected criteria above. Do not include secrets or credentials.

AI-assisted, checked against the advisory. Informational, not a guarantee.

Remediation Closing itWhat it takes to close this. Where a vendor fix exists we point at it; where none exists we say so plainly, and can build one. Effort estimates are scoped from the advisory, not from your codebase.

dbcve · scoped
Upgrade available Upgrade to 2.0.1 or later
Fixed in 2.0.1
Interim mitigation

Upgrade mlflow to version v2.0.2 or later, which contains the fix for this path traversal vulnerability. If immediate patching is not possible, implement input validation on the path parameter to reject sequences containing '../' and ensure all file access is restricted to the designated artifact storage directory.

Recommended fix High confidence

mlflow >= 2.0.1

  1. Check current mlflow version using: pip show mlflow or mlflow --version
  2. Upgrade mlflow to version 2.0.1 or later using: pip install --upgrade mlflow>=2.0.1
  3. Verify the upgrade was successful: pip show mlflow | grep Version
  4. Restart any running mlflow servers (mlflow ui, mlflow server) to ensure the patched version is loaded
  5. Test that the /get-artifact API no longer allows path traversal by attempting to access a file outside the intended artifact directory (e.g., /get-artifact?path=../../../../etc/passwd should fail)
Caveat Review release notes for 2.0.1 and any intermediate versions for potential breaking changes in API behavior or deprecated features

Generated from the published advisory — verify against the referenced sources before acting.

Fix this in Mlflow Scoped from the published advisory
  • Consultation3.0 h
  • Implementation6.0 h
  • Testing3.0 h
  • Review / QA2.0 h
14.0 hours of engineering $2,490
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References Go to the primary sourcePrimary sources — vendor advisories, patches and trackers. Where our summary and a reference disagree, the reference wins.

Primary sources

Practitioner notes

Contributed

Peer-ranked notes from engineers who’ve handled CVE-2023-30172 in production — separate from our analysis above.

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What this is

A place for practitioners to share what actually worked: a mitigation you’ve tested, a configuration change, a version- or environment-specific caveat, or a link to a verified patch. The most useful notes rise to the top as peers upvote them, so the signal stays high.

What belongs here
  • Verified mitigations, workarounds, and config changes
  • Version or environment caveats, and links to real fixes
  • No weaponised exploit code, or anything meant to cause harm
  • No spam, self-promotion, credentials, or personal data