CVE-2026-10803

MLflow Dataset Digest Computation digest_utils.py mlflow.data.digest_utils weak hash

Published Jun 4, 2026 CVSS 4.0 · 2 Low EPSS < 1% KEV · Not listed
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.

Remediation

No solution or workaround provided in the CVE record

Tracking

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Advisories

Source ID Title
Github GHSA Github GHSA GHSA-5qmp-p3c4-72qj MLflow: Deterministic sampling in dataset digest enables predictable collisions
History
Type Values Removed Values Added
First Time appeared Lfprojects
Lfprojects mlflow
CPEs cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*
Vendors & Products Lfprojects
Lfprojects mlflow
Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'poc', 'Technical Impact': 'partial'}, 'version': '2.0.3'}

Type Values Removed Values Added
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.
Title MLflow Dataset Digest Computation digest_utils.py mlflow.data.digest_utils weak hash
First Time appeared Mlflow
Mlflow mlflow
Weaknesses CWE-327
CWE-328
CPEs cpe:2.3:a:mlflow:mlflow:*:*:*:*:*:*:*:*
Vendors & Products Mlflow
Mlflow mlflow
References
Metrics cvssV2_0

{'score': 2.4, 'vector': 'AV:L/AC:H/Au:S/C:N/I:P/A:P/E:POC/RL:ND/RC:UR'}

cvssV3_0

{'score': 3.6, 'vector': 'CVSS:3.0/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L/E:P/RL:X/RC:R'}

cvssV3_1

{'score': 3.6, 'vector': 'CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L/E:P/RL:X/RC:R'}

cvssV4_0

{'score': 2, 'vector': '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'}

Weaknesses

Sources

Status
PUBLISHED
Assigner
VulDB
Published
Updated
Jun 4, 2026, 12:55 PM
Reserved
Jun 4, 2026, 5:06 AM
Status
Analyzed
Published
Jun 4, 2026, 12:16 PM
Modified
Jul 22, 2026, 8:10 PM
Severity
Low
Public date
Jun 4, 2026, 11:45 AM