Directory Traversal Affecting mlflow package, versions [,2.9.2)
Threat Intelligence
Exploit Maturity
Proof of concept
EPSS
0.43% (75th
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-MLFLOW-6128849
- published 15 Dec 2023
- disclosed 15 Dec 2023
- credit kevin-mizu
Introduced: 15 Dec 2023
CVE-2023-6831 Open this link in a new tabHow to fix?
Upgrade mlflow to version 2.9.2 or higher.
Overview
mlflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models.
Affected versions of this package are vulnerable to Directory Traversal when passing crafted input to the file handling mechanism. It is possible to bypass the validate_path_is_safe function check by URL encoding (%2E%2E).
Note:
An attacker can remove any file on the victim server (depending on user's rights) by exploiting this vulnerability.
PoC
curl -X DELETE 'http://127.0.0.1:5000/api/2.0/mlflow-artifacts/artifacts/%252E%252E%252F%252E%252E%252F%252E%252E%252F%252E%252E%252F%252E%252E%252F%252E%252E%252Ftmp%252Fsecret'
References
CVSS Scores
version 3.1