CVE-2024-37056: MLFlow unsafe deserialization

June 4, 2024 (updated June 5, 2024)

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

github.com/advisories/GHSA-7p8j-qv6x-f4g4
github.com/mlflow/mlflow
hiddenlayer.com/sai-security-advisory/mlflow-june2024
nvd.nist.gov/vuln/detail/CVE-2024-37056

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