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CVE-2026-41486: CWE-94: Improper Control of Generation of Code ('Code Injection') in ray-project ray

0
High
VulnerabilityCVE-2026-41486cvecve-2026-41486cwe-94cwe-502
Published: Fri May 08 2026 (05/08/2026, 21:46:14 UTC)
Source: CVE Database V5
Vendor/Project: ray-project
Product: ray

Description

CVE-2026-41486 is a high-severity code injection vulnerability in ray-project's Ray AI compute engine versions 2. 54. 0 up to but not including 2. 55. 0. The issue arises because Ray registers custom Arrow extension types globally in PyArrow, and when PyArrow reads a Parquet file containing these types, it invokes a deserialization method that uses cloudpickle. loads() directly on untrusted metadata bytes. This allows arbitrary code execution during schema parsing before any row data is processed. The vulnerability has been patched in version 2. 55.

AI-Powered Analysis

Machine-generated threat intelligence

AILast updated: 05/08/2026, 22:21:34 UTC

Technical Analysis

Ray versions 2.54.0 to before 2.55.0 register custom Arrow extension types globally in PyArrow. When PyArrow reads a Parquet file with these extension types, it calls __arrow_ext_deserialize__ on the metadata bytes. Ray's implementation passes these bytes directly to cloudpickle.loads(), enabling arbitrary code execution during schema parsing. This vulnerability is identified as CWE-94 (Improper Control of Generation of Code) and CWE-502 (Deserialization of Untrusted Data). The issue is fixed in Ray version 2.55.0.

Potential Impact

An attacker can achieve arbitrary code execution on a system processing malicious Parquet files with crafted metadata, exploiting the deserialization process before any data rows are read. This can lead to full system compromise or unauthorized actions within the context of the Ray process. The CVSS 4.0 score is 8.9, indicating high severity with network attack vector, low attack complexity, and partial user interaction required.

Mitigation Recommendations

This vulnerability is patched in Ray version 2.55.0. Users should upgrade to version 2.55.0 or later to remediate this issue. No official remediation level or temporary fix is indicated beyond upgrading. Patch status is confirmed by the vendor advisory stating the fix is included in 2.55.0. Until upgrading, avoid processing untrusted Parquet files containing the affected Arrow extension types.

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Technical Details

Data Version
5.2
Assigner Short Name
GitHub_M
Date Reserved
2026-04-20T16:14:19.007Z
Cvss Version
4.0
State
PUBLISHED
Remediation Level
null

Threat ID: 69fe5e60cbff5d8610336e6d

Added to database: 5/8/2026, 10:06:24 PM

Last enriched: 5/8/2026, 10:21:34 PM

Last updated: 5/9/2026, 1:22:33 AM

Views: 5

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