GHSA-5qmp-p3c4-72qj
MLflow: Deterministic sampling in dataset digest enables predictable collisions
At a glance
- Published
- Updated
- CVE
- CVE-2026-10803
- Aliases
- BIT-mlflow-2026-10803, PYSEC-2026-195
- CVSS_V3
- CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L
- CVSS_V4
- CVSS:4.0/AV:L/AC:H/AT:N/PR:L/UI:N/VC:N/VI:L/VA:L/SC:N/SI:N/SA:N/E:P
Description
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 packages
| Package | Versions |
|---|---|
| PyPI · mlflow | introduced 0, fixed 3.10.1 |
References
- https://nvd.nist.gov/vuln/detail/CVE-2026-10803 ADVISORY
- https://github.com/mlflow/mlflow/issues/22419 WEB
- https://github.com/mlflow/mlflow/pull/22420 WEB
- https://github.com/mlflow/mlflow PACKAGE
- https://github.com/pypa/advisory-database/tree/main/vulns/mlflow/PYSEC-2026-195.yaml WEB
- https://vuldb.com/cve/CVE-2026-10803 WEB
- https://vuldb.com/submit/831462 WEB
- https://vuldb.com/vuln/368252 WEB
- https://vuldb.com/vuln/368252/cti WEB
Sources
| Source | Licence |
|---|---|
| OSV.dev | CC-BY 4.0 — GitHub Advisory Database |