Technology · MLflow
Mlflow vulnerabilities
Updated . Rebuilt every hour.
Junglewise Threat Intelligence has tracked 33 vulnerabilities in Mlflow: 1 in the last 7 days and 15 in the last 90 days, 8 of them critical and 1 exploited in the wild. The most recent, CVE-2026-127202, was published on 12 November 2026. 9 vulnerabilities in the last four weeks, up 350% on the four before (2). 1 critical against 0.
- Last 7 days
- 1
- Last 90 days
- 15
- Critical, all time
- 8
- Exploited in the wild
- 1
About Mlflow
Open-source platform for managing machine learning experiments, models, and deployments.
Latest Mlflow vulnerabilities
- CVE-2026-127202: MLflow path traversal in FileStore log outputs APImediumCVSS 5.3
- CVE-2026-118628: MLflow get-artifacts server-side request forgery information disclosurehighCVSS 8.2
- CVE-2026-118627: MLflow SHAP load_explainer deserialization of untrusted datahighCVSS 7.8
- CVE-2026-118625: MLflow Tracking Server missing authorization in get_endpointsmediumCVSS 6.3
- CVE-2026-118624: MLflow Tracking Server authorization bypass in Jobs APImediumCVSS 5.4
- CVE-2026-118623: MLflow PickleEvaluationArtifact deserialization of untrusted datahighCVSS 7.8
- CVE-2026-116692: MLflow arbitrary code execution in third-party scorer deserializationcriticalCVSS 9.8EPSS 0.7%
- CVE-2026-116691: MLflow credential leak in CrewAI autologmediumCVSS 6.5EPSS 0.2%
- CVE-2026-116690: MLflow path traversal in prompt model version artifact accesshighCVSS 7.5EPSS 0.6%
- CVE-2026-115886: MLflow unsafe deserialization in scorer endpointsmediumCVSS 6.5EPSS 0.3%
- CVE-2026-96804: MLflow statsmodels flavor arbitrary code execution via pickle deserializationhighCVSS 8.8EPSS 0.4%
- CVE-2026-96775: MLflow dspy flavor insufficient pickle deserialization controlhighCVSS 8.8EPSS 0.4%
- CVE-2026-69148: MLflow CreateModelVersion authorization bypass via source validationhighCVSS 7.1EPSS 0.4%
- CVE-2026-69146: MLflow LogInputs endpoint authorization bypass in basic-authmediumCVSS 6.5EPSS 0.4%
- CVE-2026-64849: MLflow unauthenticated SSRF via unvalidated webhook redirectscriticalexploited in the wildCVSS 9.3EPSS 9.8%
- CVE-2026-71211: MLflow AI Gateway SSRF via unvalidated api_basehighCVSS 7.1EPSS 0.3%
- CVE-2026-8147: MLflow improper authorization in trace API endpointshighCVSS 8.1EPSS 0.5%
- CVE-2026-4035: MLflow AI Gateway credential exfiltration via environment variable resolutioncriticalCVSS 9.1EPSS 0.7%
- CVE-2026-3198: MLflow improper access control in Gateway API list endpointsmediumCVSS 6.5EPSS 0.4%
- CVE-2026-2651: MLflow missing authorization in multipart upload endpointscriticalCVSS 9EPSS 0.5%
- CVE-2026-2734: MLflow improper access control in SearchModelVersions APImediumCVSS 6.5EPSS 0.5%
- CVE-2026-2611: MLflow MLflow Assistant improper origin validation in /ajax-apicriticalCVSS 9.6EPSS 0.4%
- CVE-2026-4137: MLflow arbitrary code execution via insecure temporary directory permissionshighCVSS 7EPSS 0.2%
- CVE-2026-2652: MLflow authentication bypass in FastAPI routeshighCVSS 8.6EPSS 1.4%
- CVE-2026-2614: MLflow arbitrary file read via prompt tag validation bypasshighCVSS 7.5EPSS 3.2%
Most severe Mlflow vulnerabilities
Exploited in the wild first, then by severity and CVSS score.
- CVE-2026-64849: MLflow unauthenticated SSRF via unvalidated webhook redirectscriticalexploited in the wildCVSS 9.3EPSS 9.8%
- CVE-2025-15036: MLflow path traversal in extract_archive_to_dircriticalCVSS 10EPSS 0.6%
- CVE-2026-0545: MLflow authentication bypass in FastAPI job endpointscriticalCVSS 9.8EPSS 4.4%
- CVE-2026-116692: MLflow arbitrary code execution in third-party scorer deserializationcriticalCVSS 9.8EPSS 0.7%
- CVE-2026-0596: MLflow command injection in model serving via model_uricriticalCVSS 9.6EPSS 1.3%
- CVE-2026-2611: MLflow MLflow Assistant improper origin validation in /ajax-apicriticalCVSS 9.6EPSS 0.4%
- CVE-2026-4035: MLflow AI Gateway credential exfiltration via environment variable resolutioncriticalCVSS 9.1EPSS 0.7%
- CVE-2026-2651: MLflow missing authorization in multipart upload endpointscriticalCVSS 9EPSS 0.5%
- CVE-2025-14287: MLflow command injection in SageMaker container parameterhighCVSS 8.8EPSS 1.5%
- CVE-2026-96804: MLflow statsmodels flavor arbitrary code execution via pickle deserializationhighCVSS 8.8EPSS 0.4%
Vulnerabilities per week
9 vulnerabilities in the last four weeks, up 350% on the four before (2). 1 critical against 0. The last 13 weeks, by the week each vulnerability was published.
| Week of | Bar | Vulns | Critical |
|---|---|---|---|
| 17 Aug 2026 | 3 | 1 | |
| 24 Aug 2026 | 0 | 0 | |
| 31 Aug 2026 | 0 | 0 | |
| 7 Sep 2026 | 0 | 0 | |
| 14 Sep 2026 | 0 | 0 | |
| 21 Sep 2026 | 2 | 0 | |
| 28 Sep 2026 | 0 | 0 | |
| 5 Oct 2026 | 0 | 0 | |
| 12 Oct 2026 | 0 | 0 | |
| 19 Oct 2026 | 1 | 0 | |
| 26 Oct 2026 | 3 | 1 | |
| 2 Nov 2026 | 5 | 0 | |
| 9 Nov 2026 | 1 | 0 |
Embed a badge
A live badge for a README, a status page or an internal wiki: how many Mlflow vulnerabilities were published in the last 7 days and how many of them are critical, refreshed hourly.
[](https://junglewise.ai/threats/technologies/mlflow-mlflow)<a href="https://junglewise.ai/threats/technologies/mlflow-mlflow"><img src="https://junglewise.ai/threats/technologies/mlflow-mlflow/badge.svg" alt="Mlflow vulnerabilities" /></a>How this is built
Junglewise Threat Intelligence collects vulnerabilities from NVD, GitHub Security Advisories, OSV, the CISA Known Exploited Vulnerabilities catalog, FIRST EPSS and vendor advisories, and matches each one to the technologies and vendors it affects. Dates are the date a vulnerability was published, in UTC.
The pages are rebuilt from the database every hour. Frozen weekly and monthly reports never change once published, so they can be cited.
Use this data
The same data is at https://junglewise.ai/threats/technologies/mlflow-mlflow.json, and this page as text at https://junglewise.ai/threats/technologies/mlflow-mlflow.md, for scripts and language models. It is free to reuse under CC BY 4.0 with a link back to this page.
Cite as: Junglewise Threat Intelligence, "Mlflow vulnerabilities", https://junglewise.ai/threats/technologies/mlflow-mlflow, 12 November 2026.