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CVE-2023-48022NVD
Vulnerability Summary
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.
CVSS v3.1 Base Metrics — Score 9.8
Attack VectorNetwork
Attack ComplexityLow
Privileges RequiredNone
User InteractionNone
ScopeUnchanged
ConfidentialityHigh
IntegrityHigh
AvailabilityHigh
Affected & Patched Versions
- ray <= 2.49.2
Not provided by Private for this CVE.
External References
- https://nvd.nist.gov/vuln/detail/CVE-2023-48022
- https://bishopfox.com/blog/ray-versions-2-6-3-2-8-0
- https://docs.ray.io/en/latest/ray-security/index.html
- https://www.vicarius.io/vsociety/posts/shadowray-cve-2023-48022-exploit
- https://atlas.mitre.org/studies/AML.CS0023
- https://github.com/ray-project/ray/commit/978947083b1e192dba61ef653c863b11d56b0936
- https://console.vulncheck.com/cve/CVE-2023-48022
- https://github.com/advisories/GHSA-xg2h-7cxj-3gvh
- https://github.com/honysyang/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.vulncheck.com/blog/initial-access-intelligence-august-2024
- https://docs.ray.io/en/latest/ray-security/token-auth.html
- https://www.vicarius.io/vsociety/posts/the-story-of-shadowray-cve-2023-48022
- https://github.com/advisories/GHSA-6wgj-66m2-xxp2