AI and data stack advisories

Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

MLflowGHSA-5qmp-p3c4-72qj

MLflow: Deterministic sampling in dataset digest enables predictable collisions

MLflow

CVE-2026-10803 · Published Jun 4, 2026 · updated Jul 15, 2026

Low3.6
Fix: upgrade to 3.10.1 or later
GitHub advisory

A flaw has been found in MLflow up to 3.10.0. This issue affects the function mlflow.data.digest_utils of the file mlflow/data/digest_utils.py of the component Dataset Digest Computation. This manipulation causes use of weak hash. It is possible to launch the attack on the local host. The attack is considered to have high complexity. The exploitability is assessed as difficult. The exploit has been published and may be used. The project was informed of the problem early through a pull request but has not reacted yet.

Affected versions

PackageAffectedFixed in
mlflow
PyPI
< 3.10.13.10.1
Details and references

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