CVE-2023-48022
unknown
CVSS v3
—
CVSS v4 NEW
—
VIR risk
1.0
Description
Ray has arbitrary code execution via jobs submission API
Predictions
Exploit likelihood
30%
Patch ETA
—
Heuristic predictions, AS-IS, for prioritization only.
Mitigations
No mitigations published for this CVE yet.
The vendor-content worker queues fetches as references arrive (check back in a few minutes). Or — if you've already worked around this in production — publish your fix to the community-verified tier.
✚ Propose a mitigation on Community → Mitigations published via the community go through AI scoring + 2 human reviewers + 7-day silent objection window before landing here withsource_tier=community-verified.
Exploits
Public proof-of-concept code below. AS-IS, for defenders and authorised testing only.
Metasploit modules
Source code queued for fetch — refresh in a moment.
Package impact
| Ecosystem | Package | Vulnerable | Fixed |
|---|---|---|---|
| PyPI | ray | <=2.49.2 | |
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
Community-verified mitigations for this CVE will appear above when contributors publish them.
Verify integrity in audit chain (admin only). AS-IS.