Deserialization in Mlflow
CVE-2024-37059
Deserialization of untrusted data can occur in versions of the MLflow platform running version 0.5.0 or newer, enabling a maliciously uploaded PyTorch model to run arbitrary code on an end user’s system when interacted with.
Vulnerability class: Insecure Deserialization
EPSS: 0.004 (63.3th percentile) — read the EPSS interpretation.
CVSS v3 metric
CVSS v3 base score 8.8 (High). Vector: CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H.
Affected products
- Mlflow — versions 0.5.0
Weakness classification (CWE)
References
Frequently asked questions
- What is CVE-2024-37059?
- CVE-2024-37059 is a high-severity vulnerability in Mlflow, classified under Deserialization of Untrusted Data. CVSS score: 8.8/10. Published 2024-06-04.
- How severe is CVE-2024-37059?
- High severity. CVSS v3 base score is 8.8 out of 10.