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  5. CVE-2026-115886

CVE-2026-115886: MLflow: SSRF on unauthenticated MLflow servers via third-party scorer kwargs in the scorer invoke, register, and GenAI evaluate endpoints

October 23, 2026

MLflow’s tracking server exposes POST /ajax-api/3.0/mlflow/scorer/invoke with no authentication, and the handler reflectively instantiates an attacker-named class from attacker-supplied JSON with unconstrained constructor kwargs. With the optional trulens + trulens-providers-litellm packages installed, an unauthenticated attacker can force the server to make an outbound HTTP request to an arbitrary host of their choosing, carrying attacker-controlled headers (SSRF).

References

  • github.com/advisories/GHSA-2wqp-q3c6-ccj5
  • github.com/mlflow/mlflow/commit/bac30b4148c4f40045b4d4db07ae60ab3838803f
  • github.com/mlflow/mlflow/pull/25890
  • github.com/mlflow/mlflow/releases/tag/v3.17.0
  • github.com/mlflow/mlflow/security/advisories/GHSA-2wqp-q3c6-ccj5
  • nvd.nist.gov/vuln/detail/CVE-2026-115886

Code Behaviors & Features

Detect and mitigate CVE-2026-115886 with GitLab Dependency Scanning

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Affected versions

All versions starting from 3.12.0-rc.0 before 3.17.0

Fixed versions

  • 3.17.0

Solution

Upgrade to version 3.17.0 or above.

Impact 6.5 MEDIUM

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

Learn more about CVSS

Weakness

  • CWE-470: Use of Externally-Controlled Input to Select Classes or Code ('Unsafe Reflection')
  • CWE-918: Server-Side Request Forgery (SSRF)

Source file

pypi/mlflow/CVE-2026-115886.yml

Spotted a mistake? Edit the file on GitLab.

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