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.
References:GSA_kwCzR0hTQS1xcGdjLXc0bWctNnY5Ms4ABBvR
MLflow's excessive directory permissions allow local privilege escalation
| Affected Packages | Affected Versions | Fixed Versions | |
|---|---|---|---|
| pypi:mlflow | < 2.16.0 | 2.16.0 | |
Affected Version RangesAll affected versions0.0.1, 0.1.0, 0.2.0, 0.2.1, 0.3.0, 0.4.0, 0.4.1, 0.4.2, 0.5.0, 0.5.1, 0.5.2, 0.6.0, 0.7.0, 0.8.0, 0.8.1, 0.8.2, 0.9.0, 0.9.1, 1.0.0, 1.1.0, 1.2.0, 1.3.0, 1.4.0, 1.5.0, 1.6.0, 1.7.0, 1.7.1, 1.7.2, 1.8.0, 1.9.0, 1.9.1, 1.10.0, 1.11.0, 1.12.0, 1.12.1, 1.13.1, 1.14.0, 1.14.1, 1.15.0, 1.16.0, 1.17.0, 1.18.0, 1.19.0, 1.20.0, 1.20.1, 1.20.2, 1.21.0, 1.22.0, 1.23.0, 1.23.1, 1.24.0, 1.25.0, 1.25.1, 1.26.0, 1.26.1, 1.27.0, 1.28.0, 1.29.0, 1.30.0, 1.30.1, 2.0.0, 2.0.1, 2.1.0, 2.1.1, 2.2.0, 2.2.1, 2.2.2, 2.3.0, 2.3.1, 2.3.2, 2.4.0, 2.4.1, 2.4.2, 2.5.0, 2.6.0, 2.7.0, 2.7.1, 2.8.0, 2.8.1, 2.9.0, 2.9.1, 2.9.2, 2.10.0, 2.10.1, 2.10.2, 2.11.0, 2.11.1, 2.11.2, 2.11.3, 2.11.4, 2.12.0, 2.12.1, 2.12.2, 2.13.0, 2.13.1, 2.13.2, 2.14.0, 2.14.1, 2.14.2, 2.14.3, 2.15.0, 2.15.1 All unaffected versions2.16.0, 2.16.1, 2.16.2, 2.17.0, 2.17.1, 2.17.2, 2.18.0, 2.19.0, 2.20.0, 2.20.1, 2.20.2, 2.20.3, 2.20.4, 2.21.0, 2.21.1, 2.21.2, 2.21.3, 2.22.0, 2.22.1, 3.0.0, 3.0.1, 3.1.0, 3.1.1, 3.1.2, 3.1.3, 3.1.4 |
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