{"id":"CVE-2023-48022","aliases":["EUVD-2023-52111","GHSA-6wgj-66m2-xxp2","PYSEC-2026-517"],"status":"disputed","title":"Ray has arbitrary code execution via jobs submission API","description":"Anyscale Ray 2.6.3 and 2.8.0 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. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)","severity":{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"primary","from":"nvd"},"epss":{"day":"2026-11-09","score":0.83942,"percentile":0.99694,"model":"v2026.06.15"},"facts":{"in_kev":false,"known_exploited":false,"public_exploit":true,"fix_available":false},"cwes":["CWE-829","CWE-918"],"published":"2023-11-28T00:00:00Z","modified":"2026-10-28T02:30:51Z","exploits":[{"source":"metasploit","id":"exploit/linux/http/ray_agent_job_rce","title":"Ray Agent Job RCE","type":"exploit","platform":"Linux,Unix","date":"2023-11-15","verified":true,"url":"https://www.rapid7.com/db/modules/exploit/linux/http/ray_agent_job_rce"},{"source":"nuclei","id":"CVE-2023-48022","title":"Anyscale Ray - Remote Code Execution","type":"detection 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Party Advisory","article","web"]},{"url":"https://docs.ray.io/en/latest/ray-security/index.html","tags":["x_transferred","Product","Release Notes","web"]},{"url":"https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit","tags":["x_transferred","web"]},{"url":"https://atlas.mitre.org/studies/AML.CS0023","tags":["web"]},{"url":"https://docs.ray.io/en/latest/ray-security/token-auth.html","tags":["web"]},{"url":"https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022","tags":["web"]},{"url":"https://nvd.nist.gov/vuln/detail/CVE-2023-48022","tags":["advisory"]},{"url":"https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936","tags":["web"]},{"url":"https://console.vulncheck.com/cve/CVE-2023-48022","tags":["web"]},{"url":"https://github.com/advisories/GHSA-xg2h-7cxj-3gvh","tags":["advisory"]},{"url":"https://github.com/honysyang/Ray","tags":["web"]},{"url":"https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available","tags":["web"]},{"url":"https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild","tags":["web"]},{"url":"https://www.vulncheck.com/blog/initial-access-intelligence-august-2024","tags":["web"]},{"url":"https://github.com/advisories/GHSA-6wgj-66m2-xxp2","tags":["advisory"]},{"url":"https://github.com/CVEProject/cvelistV5/tree/main/cves/2023/48xxx/CVE-2023-48022.json","tags":["advisory"]},{"url":"https://github.com/ray-project/ray","tags":["package"]},{"url":"https://pypi.org/project/ray","tags":["package"]}],"sources":{"cve":[{"id":"CVE-2023-48022","description":"Anyscale Ray 2.6.3 and 2.8.0 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. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)","status":"disputed","published":"2023-11-28T00:00:00Z","modified":"2025-12-17T16:41:47.778Z","cvss":[{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"adp"}],"cwes":["CWE-918"],"updated_at":"2026-11-02T14:35:25.866071Z"}],"euvd":[{"id":"EUVD-2023-52111","description":"Anyscale Ray 2.6.3 and 2.8.0 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. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)","status":"published","published":"2023-11-28T00:00:00Z","modified":"2025-12-17T16:41:47Z","cvss":[{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical"}],"updated_at":"2026-11-02T19:49:04.015486Z"}],"ghsa":[{"id":"GHSA-6wgj-66m2-xxp2","title":"Ray has arbitrary code execution via jobs submission API","description":"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.","status":"published","published":"2023-11-28T09:30:26Z","modified":"2025-12-20T05:01:40Z","cvss":[{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical"}],"cwes":["CWE-829","CWE-918"],"updated_at":"2026-11-02T14:39:14.093341Z"}],"nvd":[{"id":"CVE-2023-48022","description":"Anyscale Ray 2.6.3 and 2.8.0 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. (Also, within that environment, customers at version 2.52.0 and later can choose to use token authentication.)","status":"disputed","published":"2023-11-28T08:15:06.91Z","modified":"2026-06-17T06:33:31.367Z","cvss":[{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"primary"},{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical","assessor":"secondary"}],"cwes":["CWE-918"],"updated_at":"2026-11-02T14:08:49.393375Z"}],"osv":[{"id":"CVE-2023-48022","description":"Anyscale Ray 2.6.3 and 2.8.0 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. 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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.","status":"published","published":"2026-06-29T11:50:43.400467Z","modified":"2026-07-01T20:23:03.600233Z","cvss":[{"version":"3.1","score":9.8,"vector":"CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H","level":"critical"}],"updated_at":"2026-11-02T15:52:57.671918Z"}]}}