01 Record
CVE-2026-57516
Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader
HighPUBLISHEDCNA: VulnCheck
CNA base score8.6 CVSS v4.0CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
02 Description
Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader
03 Exploitation and scoring
- Exploitation
- Public exploit code exists. CISA's assessment records a public proof of concept. That is not a report of exploitation in the wild.
- SSVC decision
- ExploitationpocPublic proof-of-concept exploit code exists. Not a report of exploitation in the wild.
- AutomatablenoAt least one step from reconnaissance to exploitation cannot be reliably automated.
- Technical ImpacttotalSuccessful exploitation gives total control of the vulnerable component.
- EPSS probability
- 0.85% probability of exploitation activity in the next 30 days.
- EPSS percentile
- Equal to or higher than the score of 58.0% of scored records. A rank, not a probability.
- NVD base score
- 8.6 (CVSS v4.0), scored by the NVD independently of the CNA.
- NVD CVSS vector
- CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N/E:X/CR:X/IR:X/AR:X/MAV:X/MAC:X/MAT:X/MPR:X/MUI:X/MVC:X/MVI:X/MVA:X/MSC:X/MSI:X/MSA:X/S:X/AU:X/R:X/V:X/RE:X/U:X
- NVD analysis status
- Analyzed. NVD last modified this record on 2026-10-25.
- Red Hat severity
- Important. Red Hat's rating for its own products, not a CVSS rating.
Exploit-prediction scores from FIRST. Independent scoring and analysis status from the NVD. Vendor severity from Red Hat. Exploitation assessment and catalog membership from CISA.
04 Metadata
- Published
- 2026-07-01 16:36Z4 MO AGO
- Last updated
- 2026-10-08 15:23Z21 DAYS AGO
- Reserved
- 2026-06-24
- Assigning CNA
- VulnCheck
- Record state
- PUBLISHED
- Severity
- High (CVSS 8.6)
- CNA CVSS vector
- CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:A/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
- Weaknesses
- CWE-502Deserialization of Untrusted DataBase
- Data version
- 5.2
- Document digest
- 346d54e166c49b51974faa98c95b3f4eb8d9b3fc540848690a8e17703c2ce683
05 Affected products
VendorProductVersionsPlatforms
06 References
- github.comRelease Noteshttps://github.com/ray-project/ray/releases/tag/ray-2.56.0
- github.comGitHub Security Advisory (GHSA-hhrp-gw25-jr43)https://github.com/ray-project/ray/security/advisories/GHSA-hhrp-gw25-jr43
- github.comFix PR (1)https://github.com/ray-project/ray/pull/63469
- github.comFix PR (2)https://github.com/ray-project/ray/pull/63470
- www.vulncheck.comhttps://www.vulncheck.com/advisories/ray-unsafe-deserialization-rce-via-webdataset-reader