Ray has arbitrary code execution via jobs submission API

Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor's position is that this report is irrelevant because Ray, as stated in its documentation, is not intended for use outside of a strictly controlled network environment.

CVSS 3.1

CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

Severity from

GitHub (reviewed advisory)

Weakness

CWE-829, CWE-918

Also known as

CVE-2023-48022, PYSEC-2026-517

• nvd.nist.gov/vuln/detail/CVE-2023-48022
• github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936
• atlas.mitre.org/studies/AML.CS0023
• bishopfox.com/blog/ray-versions-2-6-3-2-8-0
• console.vulncheck.com/cve/CVE-2023-48022
• docs.ray.io/en/latest/ray-security/index.html
• docs.ray.io/en/latest/ray-security/token-auth.html
• github.com/advisories/GHSA-xg2h-7cxj-3gvh
• github.com/honysyang/Ray
• github.com/ray-project/ray
• www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available
• www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild
• www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit
• www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022
• www.vulncheck.com/blog/initial-access-intelligence-august-2024