GitHub Advisoryadvisory · PyPI
GHSA-6wgj-66m2-xxp2 Ray has arbitrary code execution via jobs submission API
CRITICAL
Official page ↗
- Aliases
- CVE-2023-48022
- Ecosystem
- PyPI
- Packages
- ray
- Severity
- Critical
- CVSS vector
- CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H
- Weaknesses
- CWE-829, CWE-918
- Reviewed
- 2025-09-30
Affected packages
• PyPI ray: <= 2.49.2 (no fix yet)
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.
Related
Alias · CVE (1)
- CVE-2023-48022 Anyscale Ray 2.6.3 and 2.8.0 allows a remote attacker to execute arbitrary code via the job submission API. vulnerability
References
- 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