- CVSS
- HIGH · 7v3.1CVSS:3.1/AV:L/AC:H/PR:N/UI:R/S:U/C:H/I:H/A:H
- Published
- 2024-11-25
- Weakness
- CWE-276, CWE-367
- Source
- nvd.nist.gov/vuln/detail/CVE-2024-27134
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.
References
How GTK Cyber trains on this
AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2024-27134 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.