AI Threat Alert
Published November 25, 2024
Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| mlflow | pip | < 2.16.0 | 2.16.0 |
| mlflow | pip | — | No patch |
Severity & Risk
CVSS 3.1
7.0 / 10
EPSS
0.0%
chance of exploitation in 30 days
KEV Status
Not in KEV
Sophistication
N/A
Recommended Action
Patch available
Update mlflow to version 2.16.0
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD Description
Excessive directory permissions in MLflow leads to local privilege escalation when using spark_udf. This behavior can be exploited by a local attacker to gain elevated permissions by using a ToCToU attack. The issue is only relevant when the spark_udf() MLflow API is called.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H References
Timeline
Published
November 25, 2024
Last Modified
February 3, 2025
First Seen
November 25, 2024