CVE-2023-48022 — Vulnerability in ray — CVE Details

• First published June 29, 2026 (105 days ago).
• Last revised July 1, 2026 — 2 days after initial publication.

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

• https://nvd.nist.gov/vuln/detail/CVE-2023-48022
  ADVISORY
• https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936
  WEB
• https://atlas.mitre.org/studies/AML.CS0023
  WEB
• https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0
  WEB
• https://console.vulncheck.com/cve/CVE-2023-48022
  WEB
• https://docs.ray.io/en/latest/ray-security/index.html
  WEB
• https://docs.ray.io/en/latest/ray-security/token-auth.html
  WEB
• https://github.com/advisories/GHSA-xg2h-7cxj-3gvh
  ADVISORY
• https://github.com/honysyang/Ray
  WEB
• https://github.com/ray-project/ray
  PACKAGE
• https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available
  WEB
• https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild
  WEB
• https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit
  WEB
• https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022
  WEB
• https://www.vulncheck.com/blog/initial-access-intelligence-august-2024
  WEB
• https://pypi.org/project/ray
  PACKAGE
• https://github.com/advisories/GHSA-6wgj-66m2-xxp2
  ADVISORY

What is CVE-2023-48022?

Ray has arbitrary code execution via jobs submission API This vulnerability has been assigned a severity rating of CRITICAL (CVSS score: 9.8/10).

How do I check if my project is affected by CVE-2023-48022?

CVE-2023-48022 affects ray. Use GeekWala's free vulnerability scanner to check your dependencies against CVE-2023-48022 and 200,000+ other known vulnerabilities.