{"cve":"CVE-2026-10803","nvd":{"published":"2026-06-04T12:16:24.440","modified":"2026-07-22T20:10:00.127","status":"Analyzed","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.","cvss_v4":{"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","score":1.1},"cvss_v3":{"version":"3.1","vector":"CVSS:3.1/AV:L/AC:H/PR:L/UI:N/S:U/C:N/I:L/A:L","score":3.6},"cwes":["CWE-327","CWE-328"],"references":["https://github.com/mlflow/mlflow/","https://github.com/mlflow/mlflow/issues/22419","https://github.com/mlflow/mlflow/pull/22420","https://vuldb.com/cve/CVE-2026-10803","https://vuldb.com/submit/831462"],"products":["lfprojects:mlflow"],"source":"nvd","synced_at":"2026-10-19T22:37:48.043517290+00:00"},"epss":{"cve":"CVE-2026-10803","score":0.00103,"percentile":0.00962,"date":"2026-11-01"},"kev":null,"osv":[{"id":"GHSA-5qmp-p3c4-72qj","url":"https://osv.dev/vulnerability/GHSA-5qmp-p3c4-72qj","summary":"MLflow: Deterministic sampling in dataset digest enables predictable collisions","modified":"2026-07-15T18:11:16.191752741Z","packages":[{"ecosystem":"PyPI","name":"mlflow","purl":"pkg:pypi/mlflow","ranges":["<3.10.1"],"fixed":["3.10.1"]}]},{"id":"PYSEC-2026-195","url":"https://osv.dev/vulnerability/PYSEC-2026-195","summary":"","modified":"2026-07-23T15:00:15.414047693Z","packages":[{"ecosystem":"PyPI","name":"mlflow","purl":"pkg:pypi/mlflow","ranges":["<3.10.1"],"fixed":["3.10.1"]}]}],"attribution":["This product uses the NVD API but is not endorsed or certified by the NVD.","EPSS scores: FIRST Exploit Prediction Scoring System, https://www.first.org/epss","Known exploited vulnerabilities: CISA Known Exploited Vulnerabilities Catalog, https://www.cisa.gov/known-exploited-vulnerabilities-catalog","Package advisories: OSV (https://osv.dev), from the GitHub Advisory Database, PyPA, Go, RustSec and other ecosystem databases, under CC-BY 4.0 or CC0","CVE records: the CVE Program's CVE List (https://www.cve.org), under its terms of use (https://www.cve.org/Legal/TermsOfUse). CVE is a registered trademark of The MITRE Corporation; this product is not affiliated with the CVE Program."]}