CVE-2024-37056

Affects: MLflow

CVSS: HIGH · 8.8v3.1
CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
Published: 2024-06-04
Weakness: CWE-502, CWE-502
Source: nvd.nist.gov/vuln/detail/CVE-2024-37056

Description

Deserialization of untrusted data can occur in versions of the MLflow platform running version 1.23.0 or newer, enabling a maliciously uploaded LightGBM scikit-learn model to run arbitrary code on an end user’s system when interacted with.

References

https://hiddenlayer.com/sai-security-advisory/mlflow-june2024
https://hiddenlayer.com/sai-security-advisory/mlflow-june2024

How GTK Cyber trains on this

AI security training at GTK Cyber covers the LLM and ML-pipeline vulnerability classes that vulnerabilities like CVE-2024-37056 fall into. Our hands-on courses are taught by Charles Givre and other practitioners who break and defend production AI systems.

AI Red-Teaming course →·Browse MITRE ATLAS techniques

Related AI/LLM CVEs

CVE-2026-2651(CRITICAL)
CVE-2026-2734(MEDIUM)
CVE-2026-2611(CRITICAL)
CVE-2026-4137(HIGH)
CVE-2026-2652(HIGH)
CVE-2026-2393(HIGH)
CVE-2026-2614(HIGH)
CVE-2026-33865(MEDIUM)

AI security training, taught by people who do the work.

Hands-on courses on adversarial AI, prompt injection, and ML pipeline security.

Explore AI Red-Teaming