CVE-2023-48022
CRITICAL9.8EPSS 92.2%Ray has arbitrary code execution via jobs submission API
Published: 11/28/2023Modified: 2/4/2026
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.
Affected packages (1)
- PyPI/rayfrom 0, <= 2.49.2
CVSS scores
| Source | Version | Severity | Vector |
|---|---|---|---|
| osv | CVSS 3.1 | CRITICAL9.8 | CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H |
References (15)
- ADVISORYhttps://github.com/advisories/GHSA-xg2h-7cxj-3gvh
- ADVISORYhttps://nvd.nist.gov/vuln/detail/CVE-2023-48022
- PATCHhttps://github.com/ray-project/ray
- WEBhttps://atlas.mitre.org/studies/AML.CS0023
- WEBhttps://bishopfox.com/blog/ray-versions-2-6-3-2-8-0
- WEBhttps://console.vulncheck.com/cve/CVE-2023-48022
- WEBhttps://docs.ray.io/en/latest/ray-security/index.html
- WEBhttps://docs.ray.io/en/latest/ray-security/token-auth.html
- WEBhttps://github.com/honysyang/Ray
- WEBhttps://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936
- WEBhttps://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available
- WEBhttps://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild
- WEBhttps://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit
- WEBhttps://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022
- WEBhttps://www.vulncheck.com/blog/initial-access-intelligence-august-2024