CVE-2023-48022

Description

Ray has arbitrary code execution via jobs submission API

Predictions

Heuristic predictions, AS-IS, for prioritization only.

Mitigations

No vendor mitigations ingested yet for this CVE. The mitigation-content worker queues fetches as references arrive — check back in a few minutes, or see the references list below.

References

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