{"cve":"CVE-2026-116692","nvd":{"published":"2026-10-27T21:18:05.013","modified":"2026-10-27T21:18:05.013","status":"Received","description":"MLflow is an open source AI engineering platform for agents, large language models, and machine learning models. From 3.12.0rc0 until 3.17.0, third-party scorer deserialization in mlflow/genai/scorers/base.py accepts request-selected descendants of THIRD_PARTY_SCORER_ALLOWED_MODULES rather than requiring an exact allowed module. A caller can use MLflow artifact endpoints to place a Python module beneath a writable allowed package and submit its module and class through /ajax-api/3.0/mlflow/scorer/invoke. Scorer.model_validate_json() imports the module and constructs the class before trace processing. Authentication-disabled deployments permit this code execution without credentials, while basic-auth deployments require a principal capable of creating an experiment and run and uploading artifacts. In either configuration, the allowed scorer package must be writable by the server process. This issue is fixed in version 3.17.0.","cvss_v4":null,"cvss_v3":{"version":"3.1","vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","score":9.8},"cwes":["CWE-94","CWE-470"],"references":["https://github.com/mlflow/mlflow/commit/a732443e695c3c677680c54320efc394c81654ab","https://github.com/mlflow/mlflow/pull/25906","https://github.com/mlflow/mlflow/releases/tag/v3.17.0","https://github.com/mlflow/mlflow/security/advisories/GHSA-26p8-2jq9-3vq9"],"products":[],"source":"nvd","synced_at":"2026-10-27T21:34:42.744807390+00:00"},"epss":null,"kev":null,"osv":[{"id":"GHSA-26p8-2jq9-3vq9","url":"https://osv.dev/vulnerability/GHSA-26p8-2jq9-3vq9","summary":"MLflow vulnerable to remote code execution on unauthenticated servers via third-party scorer deserialization importing caller-placed artifact modules","modified":"2026-10-27T21:30:03.806354319Z","packages":[{"ecosystem":"PyPI","name":"mlflow","purl":"pkg:pypi/mlflow","ranges":[">=3.12.0rc0 <3.17.0"],"fixed":["3.17.0"]}]}],"attribution":["This product uses the NVD API but is not endorsed or certified by the NVD.","EPSS scores: FIRST Exploit Prediction Scoring System, https://www.first.org/epss","Known exploited vulnerabilities: CISA Known Exploited Vulnerabilities Catalog, https://www.cisa.gov/known-exploited-vulnerabilities-catalog","Package advisories: OSV (https://osv.dev), from the GitHub Advisory Database, PyPA, Go, RustSec and other ecosystem databases, under CC-BY 4.0 or CC0","CVE records: the CVE Program's CVE List (https://www.cve.org), under its terms of use (https://www.cve.org/Legal/TermsOfUse). CVE is a registered trademark of The MITRE Corporation; this product is not affiliated with the CVE Program."]}