8.9

CVE-2026-41486: anyscale ray Code Injection

CVSS: 8.9v4.0HighAnalyzed
AliasesGHSA-mw35-8rx3-xf9rPYSEC-2026-2272PYSEC-2026-2296
Published 08-05-2026Last modified 12-05-2026

Vulnerability summary

CVE-2026-41486 is a high (CVSS 8.9) Code Injection vulnerability in anyscale ray. EPSS estimates a 0.70% chance of exploitation in the next 30 days, higher than 52.4% of scored vulnerabilities.

Overall risk
36/100
0100
Medium · default modelHow is this calculated?
CVSS score
8.9/10
010
High · v4.0 (CVE.org)
EPSS score
0.70%
0%100%
Low · +0.23 pp in 30 days
KEVNot listedIn no KEV catalog
RansomwareNone recordedNo known use recorded
Public exploits0No public exploits recorded

Advisory lineage

Upstream 0 · Downstream 0 · Related 1

Timeline

  1. 08-05-2026
    PublishedVulnerability first disclosed.
  2. 12-05-2026
    Last modifiedVulnerability information updated.

Description

Ray is an AI compute engine. From version 2.54.0 to before version 2.55.0, Ray Data registers custom Arrow extension types (ray.data.arrow_tensor, ray.data.arrow_tensor_v2, ray.data.arrow_variable_shaped_tensor) globally in PyArrow. When PyArrow reads a Parquet file containing one of these extension types, it calls __arrow_ext_deserialize__ on the field's metadata bytes. Ray's implementation passes these bytes directly to cloudpickle.loads(), achieving arbitrary code execution during schema parsing, before any row data is read. This issue has been patched in version 2.55.0.

CVSS metrics

5 scores · 4 sources · 2 versions

EPSS trend

Probability

0.70%

Chance of exploitation in the next 30 days

Percentile

52%

Versus all other CVEs

30-day change

+0.23 pp

From 0.47% on 19-09-2026

19-09-202619-10-2026
EPSS score
0.70%

Known exploited

Compare KEV catalogs

Not in any of the 3 tracked catalogs.

Public exploits

0 found

No public exploits indexed.

Weaknesses

CWE · root cause

Affected systems

Chainguard2 products
  • airflow-2All versions (No fix recorded)
  • tritonserver-backend-vllm-cuda-12.9< 25.9.0_git20260318-r1
PyPI2 products
  • ray≥ 2.49.0, < 2.55.0 | ≤ 2.54.0
  • ve-ray≤ 2.54.0
Anyscale1 product
Ray-project1 product
  • ray≥ 2.54.0, < 2.55.0

4 vendors · 6 products

References

8 links