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mlflow — Vulnerabilities & Security Advisories 72

Browse all 72 CVE security advisories affecting mlflow. AI-powered Chinese analysis, POCs, and references for each vulnerability.

MLflow is an open-source platform designed for the machine learning lifecycle, facilitating experiment tracking, reproducibility, and deployment. Despite its utility, the software has accumulated sixty-one Common Vulnerabilities and Exposures (CVEs), indicating significant historical security debt. The most prevalent vulnerability classes involve server-side request forgery, insecure direct object references, and cross-site scripting, often stemming from inadequate input validation in its web interface. Additionally, several issues relate to improper access control, allowing unauthorized users to manipulate experiment data or execute arbitrary code through crafted requests. While no single catastrophic breach has publicly defined its history, the high volume of CVEs suggests systemic weaknesses in authentication and session management. These flaws primarily impact the integrity and confidentiality of machine learning workflows, requiring rigorous patching and secure configuration by administrators to mitigate risks associated with its widely adopted tracking and model serving components.

Top products by mlflow: mlflow/mlflow MLflow
CVE IDTitleCVSSSeverityPublished
CVE-2026-71211 mlflow - Unvalidated Gateway Secret api_base Enables SSRF via Gateway Proxy Endpoint — mlflowCWE-918 7.1 High2026-08-05
CVE-2026-8147 Authorization Bypass in mlflow/mlflow — mlflow/mlflowCWE-284--2026-07-02
CVE-2026-4035 Environment Variable Resolution Vulnerability in mlflow/mlflow — mlflow/mlflowCWE-201--2026-06-03
CVE-2026-3198 Improper Access Control in mlflow/mlflow — mlflow/mlflowCWE-284--2026-06-02
CVE-2026-2651 Missing Authorization Validation in mlflow/mlflow — mlflow/mlflowCWE-862--2026-05-25
CVE-2026-2734 Authorization Bypass in SearchModelVersions in mlflow/mlflow — mlflow/mlflowCWE-284--2026-05-21
CVE-2026-2611 Improper Origin Validation in mlflow/mlflow — mlflow/mlflowCWE-346--2026-05-19
CVE-2026-4137 Incomplete Fix for CVE-2025-10279: Insecure Temporary Directory Permissions in mlflow/mlflow — mlflow/mlflowCWE-378--2026-05-18
CVE-2026-2652 Authentication Bypass in mlflow/mlflow — mlflow/mlflowCWE-305--2026-05-15
CVE-2026-2614 Arbitrary File Read via Prompt Tag Source Validation Bypass in mlflow/mlflow — mlflow/mlflowCWE-22--2026-05-11
CVE-2026-2393 Server-Side Request Forgery (SSRF) in mlflow/mlflow — mlflow/mlflowCWE-918--2026-05-11
CVE-2026-33866 Authorization Bypass in MLflow AJAX Endpoint — MlflowCWE-862 4.3AIMediumAI2026-04-07
CVE-2026-33865 Stored XSS via unsafe YAML parsing in MLflow — MlflowCWE-79 5.4AIMediumAI2026-04-07
CVE-2026-0545 Missing Authentication for Critical Function in mlflow/mlflow — mlflow/mlflowCWE-306 9.8AICriticalAI2026-04-03
CVE-2026-0596 Command Injection in mlflow/mlflow — mlflow/mlflowCWE-78 7.8 -2026-03-31
CVE-2025-15379 Command Injection in mlflow/mlflow — mlflow/mlflowCWE-77 8.8 -2026-03-30
CVE-2025-15036 Path Traversal Vulnerability in mlflow/mlflow — mlflow/mlflowCWE-29 8.4 -2026-03-30
CVE-2025-15381 Unauthorized Access to Tracing and Assessment Endpoints in mlflow/mlflow — mlflow/mlflowCWE-200 5.4 -2026-03-27
CVE-2025-15031 Path Traversal Vulnerability in mlflow/mlflow — mlflow/mlflowCWE-22 7.8 -2026-03-18
CVE-2025-14287 Command Injection in mlflow/mlflow — mlflow/mlflowCWE-94 9.8 -2026-03-15
CVE-2026-2635 MLflow Use of Default Password Authentication Bypass Vulnerability — MLflowCWE-1393 9.8AICriticalAI2026-02-20
CVE-2026-2033 MLflow Tracking Server Artifact Handler Directory Traversal Remote Code Execution Vulnerability — MLflowCWE-22 9.8AICriticalAI2026-02-20
CVE-2025-10279 Privilege Escalation in mlflow/mlflow — mlflow/mlflowCWE-379 7.0AIHighAI2026-02-02
CVE-2025-14279 DNS Rebinding Vulnerability in mlflow/mlflow — mlflow/mlflowCWE-346 8.8AIHighAI2026-01-12
CVE-2025-11200 MLflow Weak Password Requirements Authentication Bypass Vulnerability — MLflowCWE-521 9.8AICriticalAI2025-10-29
CVE-2025-11201 MLflow Tracking Server Model Creation Directory Traversal Remote Code Execution Vulnerability — MLflowCWE-22 9.8AICriticalAI2025-10-29
CVE-2025-0453 Denial of Service through Batched Queries in GraphQL in mlflow/mlflow — mlflow/mlflowCWE-410 7.5 -2025-03-20
CVE-2025-1474 Weak Password Requirements in mlflow/mlflow — mlflow/mlflowCWE-521 9.8 -2025-03-20
CVE-2025-1473 CSRF in mlflow/mlflow — mlflow/mlflowCWE-352 8.8 -2025-03-20
CVE-2024-8859 Path Traversal in mlflow/mlflow — mlflow/mlflowCWE-29 7.5 -2025-03-20

This page lists every published CVE security advisory associated with mlflow. Each entry links to a detailed page with CVSS scoring, CWE classification, affected products and references. AI-generated Chinese analysis is provided for fast triage.