Critical severityNVD Advisory· Published Apr 16, 2024· Updated Aug 1, 2024
Local File Inclusion (LFI) via Scheme Confusion in mlflow/mlflow
CVE-2024-3573
Description
mlflow/mlflow is vulnerable to Local File Inclusion (LFI) due to improper parsing of URIs, allowing attackers to bypass checks and read arbitrary files on the system. The issue arises from the 'is_local_uri' function's failure to properly handle URIs with empty or 'file' schemes, leading to the misclassification of URIs as non-local. Attackers can exploit this by crafting malicious model versions with specially crafted 'source' parameters, enabling the reading of sensitive files within at least two directory levels from the server's root.
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Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
mlflowPyPI | < 2.10.0 | 2.10.0 |
Affected products
3- osv-coords2 versions
< 2.10.0+ 1 more
- (no CPE)range: < 2.10.0
- (no CPE)range: < 2.10.0
Patches
Vulnerability mechanics
References
5- github.com/advisories/GHSA-hq88-wg7q-gp4gghsaADVISORY
- nvd.nist.gov/vuln/detail/CVE-2024-3573ghsaADVISORY
- github.com/mlflow/mlflow/commit/438a450714a3ca06285eeea34bdc6cf79d7f6cbcghsaWEB
- github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2024-243.yamlghsaWEB
- huntr.com/bounties/8ea058a7-4ef8-4baf-9198-bc0147fc543cghsaWEB
News mentions
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