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.
Attack Parameters
Attack Vector
Local
Requires local access
Attack Complexity
High
Difficult to exploit
Attack Requirements
None
No additional conditions
Privileges Required
Low
Basic privileges needed
User Interaction
None
No user interaction needed
Impact Assessment
Confidentiality
None
No data leak
Integrity
Low
Partial data modification
Availability
Low
Partial disruption
CVSS Vector v4.0
Weakness Type (CWE)
Vulnerable Products 1
| Configuration | From (including) | Up to (excluding) |
|---|---|---|
|
Lfprojects Mlflow
cpe:2.3:a:lfprojects:mlflow:*:*:*:*:*:*:*:*
|
— |
<= 3.10.0
|
References 7
https://github.com/mlflow/mlflow/
cna@vuldb.com
https://github.com/mlflow/mlflow/issues/22419
cna@vuldb.com
https://github.com/mlflow/mlflow/pull/22420
cna@vuldb.com
https://vuldb.com/cve/CVE-2026-10803
cna@vuldb.com
https://vuldb.com/submit/831462
cna@vuldb.com
https://vuldb.com/vuln/368252
cna@vuldb.com
https://vuldb.com/vuln/368252/cti
cna@vuldb.com