{"action":"No fix published. Pin and monitor.","affected":[{"introduced":"0","last_affected":"2.49.2"}],"component":"ray","cve_ids":["CVE-2023-48022"],"ecosystem":"PyPI","epss":0.83942,"exploited":false,"fixed_versions":[],"ghsa_id":"GHSA-6wgj-66m2-xxp2","id":"tcs_01M5KF4CW440DWG89MG5BNGGW7","modified_at":"2026-09-10T03:50:04.195227955Z","published_at":"2023-11-28T09:30:26Z","references":["https://osv.dev/vulnerability/GHSA-6wgj-66m2-xxp2","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"],"severity":{"label":"critical","score":9.8},"sources":[{"source":"osv","source_id":"GHSA-6wgj-66m2-xxp2","url":"https://osv.dev/vulnerability/GHSA-6wgj-66m2-xxp2"}],"summary":"Ray has arbitrary code execution via jobs submission API"}