CVE-2026-8147 Details
In MLflow versions prior to 3.14.0, when running with authentication enabled, the trace API endpoints lack proper authorization validators. This allows any authenticated user to bypass experiment-level authorization controls on all trace operations, including reading, deleting, and modifying traces on experiments they do not have permission to access. The issue arises from the `_before_request` handler, which does not register authorization validators for trace endpoints, resulting in requests proceeding without validation. This vulnerability can expose sensitive data, destroy audit logs, and allow unauthorized modifications.
View at NVD
Exploit prediction scoring system (EPSS) score for CVE-2026-8147
EPSS (Exploit Prediction Scoring System): EPSS predicts the likelihood that a vulnerability will be exploited in the wild. A higher percentage means a greater chance of an exploit occurring. The EPSS model produces a probability score between 0 and 1 (0 and 100%).
0.35 Probability of exploitation activity being observed over the next 30 days (27th percentile)
CVSS score for CVE-2026-8147
CVSS (Common Vulnerability Scoring System): An open framework owned and managed by FIRST.Org, Inc. that assigns a numerical score from 0 to 10 to software vulnerabilities to indicate their severity.
8.1 High
Products affected by CVE-2026-8147
Mlflow 3.13.0
Mlflow 3.10.0
Mlflow 3.10.1
Mlflow 3.11.1
Mlflow 3.12.0
DVE Score by Bitsight AI
DVE scores complement traditional static scoring systems like CVSS with Bitsight AI powered real-time threat intelligence and underground cyber criminal activity so that security teams can reduce alert fatigue and focus on vulnerabilities most likely to be exploited.
Low
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CVE-2026-8147 Global Footprint

Top 10 Identified Countries

Country Observations Percentage
US 24 40.00%
DE 7 11.67%
CN 3 5.00%
GB 3 5.00%
KR 3 5.00%
NL 3 5.00%
FR 2 3.33%
IN 2 3.33%
RU 2 3.33%
IS 1 1.67%

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CVE-2026-8147 Industry Footprint

Top 10 Identified Industries

*Service provider organizations (typically Technology and Telecommunications) are disproportionally represented in the results given their upstream ownership of end-user infrastructure. See our FAQs.

Industry* Observations Percentage
Technology 47 88.68%
Telecommunications 5 9.43%
Retail 1 1.89%

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