GHSA-6WGJ-66M2-XXP2
Vulnerability from github – Published: 2023-11-28 09:30 – Updated: 2025-09-30 18:19
VLAI?
Summary
Ray has arbitrary code execution via jobs submission API
Details
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.
Severity ?
9.8 (Critical)
{
"affected": [
{
"package": {
"ecosystem": "PyPI",
"name": "ray"
},
"ranges": [
{
"events": [
{
"introduced": "0"
},
{
"last_affected": "2.49.2"
}
],
"type": "ECOSYSTEM"
}
]
}
],
"aliases": [
"CVE-2023-48022"
],
"database_specific": {
"cwe_ids": [
"CWE-829",
"CWE-918"
],
"github_reviewed": true,
"github_reviewed_at": "2025-09-30T18:19:55Z",
"nvd_published_at": "2023-11-28T08:15:06Z",
"severity": "CRITICAL"
},
"details": "Anyscale Ray allows a remote attacker to execute arbitrary code via the job submission API. NOTE: the vendor\u0027s 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.",
"id": "GHSA-6wgj-66m2-xxp2",
"modified": "2025-09-30T18:19:55Z",
"published": "2023-11-28T09:30:26Z",
"references": [
{
"type": "ADVISORY",
"url": "https://nvd.nist.gov/vuln/detail/CVE-2023-48022"
},
{
"type": "WEB",
"url": "https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936"
},
{
"type": "WEB",
"url": "https://atlas.mitre.org/studies/AML.CS0023"
},
{
"type": "WEB",
"url": "https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0"
},
{
"type": "WEB",
"url": "https://console.vulncheck.com/cve/CVE-2023-48022"
},
{
"type": "WEB",
"url": "https://docs.ray.io/en/latest/ray-security/index.html"
},
{
"type": "ADVISORY",
"url": "https://github.com/advisories/GHSA-xg2h-7cxj-3gvh"
},
{
"type": "WEB",
"url": "https://github.com/honysyang/Ray"
},
{
"type": "PACKAGE",
"url": "https://github.com/ray-project/ray"
},
{
"type": "WEB",
"url": "https://www.anyscale.com/blog/update-on-ray-cve-2023-48022-new-verification-tooling-available"
},
{
"type": "WEB",
"url": "https://www.oligo.security/blog/shadowray-attack-ai-workloads-actively-exploited-in-the-wild"
},
{
"type": "WEB",
"url": "https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit"
},
{
"type": "WEB",
"url": "https://www.vulncheck.com/blog/initial-access-intelligence-august-2024"
}
],
"schema_version": "1.4.0",
"severity": [
{
"score": "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H",
"type": "CVSS_V3"
}
],
"summary": "Ray has arbitrary code execution via jobs submission API"
}
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Sightings
| Author | Source | Type | Date |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
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