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CVE-2024-2032— Race Condition Vulnerability in zenml-io/zenml

Quick assessment

Affected
zenml-io zenml-io/zenml
Exploitation
No confirmed in-the-wild exploitation; assess based on exposure
Recommended action
Check the vendor advisory and references for a fixed version. If immediate upgrade is impossible, restrict exposure and increase monitoring.

ZenML是一个可扩展的开源 MLOps 框架，用于创建可移植的、可用于生产的机器学习管道。 ZenML 0.55.3及以下版本存在安全漏洞，该漏洞源于存在竞争条件漏洞，从而导致数据不一致和潜在的身份验证问题。

AI Predicted 5.3 Difficulty: Moderate EPSS 0.29% · P20

Possible ATT&CK Techniques 1 AI

T1136.003 · Cloud Account
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I. Basic Information for CVE-2024-2032

Vulnerability Information
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Vulnerability Title
Race Condition Vulnerability in zenml-io/zenml
Source: CVE Program / CVE List V5
Vulnerability Description
A race condition vulnerability exists in zenml-io/zenml versions up to and including 0.55.3, which allows for the creation of multiple users with the same username when requests are sent in parallel. This issue was fixed in version 0.55.5. The vulnerability arises due to insufficient handling of concurrent user creation requests, leading to data inconsistencies and potential authentication problems. Specifically, concurrent processes may overwrite or corrupt user data, complicating user identification and posing security risks. This issue is particularly concerning for APIs that rely on usernames as input parameters, such as PUT /api/v1/users/test_race, where it could lead to further complications.
Source: CVE Program / CVE List V5
CVSS Information
N/A
Source: CVE Program / CVE List V5
Vulnerability Type
单线程内的竞争条件
Source: CVE Program / CVE List V5
Vulnerability Title
ZenML 安全漏洞
Source: CNNVD (China National Vulnerability Database)
Vulnerability Description
ZenML是一个可扩展的开源 MLOps 框架，用于创建可移植的、可用于生产的机器学习管道。 ZenML 0.55.3及以下版本存在安全漏洞，该漏洞源于存在竞争条件漏洞，从而导致数据不一致和潜在的身份验证问题。
Source: CNNVD (China National Vulnerability Database)
CVSS Information
N/A
Source: CNNVD (China National Vulnerability Database)
Vulnerability Type
N/A
Source: CNNVD (China National Vulnerability Database)

Affected Products

Vendor Product Affected Versions CPE Subscribe
zenml-io zenml-io/zenml unspecified ~ 0.55.5 -

II. Public POCs for CVE-2024-2032

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III. Intelligence Information for CVE-2024-2032

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Patches & Fixes for CVE-2024-2032 (1)

Vendor Advisories for CVE-2024-2032 (1)

Same Patch Batch · zenml-io · 2024-06-06 · 5 CVEs total

CVE-2024-2171 Stored XSS in zenml-io/zenml
CVE-2024-2035 Improper Authorization in zenml-io/zenml
CVE-2024-2213 Improper Authentication in zenml-io/zenml
CVE-2024-2383 Clickjacking Vulnerability in zenml-io/zenml

IV. Related Vulnerabilities

Same product: zenml-io/zenml
Same vendor: zenml-io
Same weakness: CWE-366

V. Comments for CVE-2024-2032

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