CVE-2026-41486: anyscale ray Code Injection
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.
Advisory lineage
Upstream 0 · Downstream 0 · Related 1Timeline
- 08-05-2026PublishedVulnerability first disclosed.
- 12-05-2026Last 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- OSV · ChainguardEcosystem advisory · calculated8.9HighCVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H
- NVDNIST8.9HighCVSS:4.0/AV:N/AC:L/AT:P/PR:N/UI:A/VC:H/VI:H/VA:H/SC:H/SI:H/SA:H/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
- NVDNIST8.8HighCVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H
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
Known exploited
Compare KEV catalogsNot in any of the 3 tracked catalogs.
Public exploits
0 foundNo public exploits indexed.
Weaknesses
CWE · root cause- CWE-94Improper Control of Generation of Code ('Code Injection')The product constructs all or part of a code segment using externally-influenced input from an upstream component, but it does not neutralize or incorrectly neutralizes special elements that could modify the syntax or behavior of the intended code segment.
- CWE-502Deserialization of Untrusted DataThe product deserializes untrusted data without sufficiently ensuring that the resulting data will be valid.
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
- ray2.54.0
Ray-project1 product
- ray≥ 2.54.0, < 2.55.0
4 vendors · 6 products
References
8 links- github.com/ray-project/ray/security/advisories/GHSA-mw35-8rx3-xf9rX Refsource CONFIRMWEBAdvisoryVendor Advisory
- github.com/ray-project/ray/commit/c02bd31ae31996805868baa446a131a8d304525fX Refsource MISCWEBFIXPatch
- github.com/ray-project/rayPACKAGE