CVE-2023-6014
Python vulnerability analysis and mitigation

Overview

CVE-2023-6014 is a critical authentication bypass vulnerability in MLflow that allows attackers to arbitrarily create accounts without any authentication requirements. The vulnerability was disclosed in November 2023 and affects MLflow platform installations (NVD).

Technical details

The vulnerability has received a CVSS v3.1 base score of 9.8 (CRITICAL) from NIST with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H, indicating network accessibility, low attack complexity, and no required privileges or user interaction. Additionally, huntr.dev assigned a CVSS score of 9.1 (CRITICAL) with vector string CVSS:3.0/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:N (NVD).

Impact

The vulnerability allows unauthorized attackers to bypass authentication mechanisms and create arbitrary accounts in MLflow installations. This could lead to unauthorized access to sensitive machine learning models, data, and system resources (GBHackers).

Mitigation and workarounds

Organizations using MLflow should upgrade to a patched version of the software. The vulnerability was part of a series of critical security issues addressed in MLflow, highlighting the importance of maintaining up-to-date installations (GBHackers).

Additional resources


SourceThis report was generated using AI

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