High severityNVD Advisory· Published Jul 1, 2026· Updated Jul 14, 2026
Ray < 2.56.0 Unsafe Deserialization RCE via WebDataset Reader
CVE-2026-57516
Description
Ray prior to 2.56.0 contains an unsafe deserialization vulnerability in the WebDataset reader that allows attackers to achieve remote code execution by supplying a malicious tar archive to the read_webdataset() function. The _default_decoder() function in webdataset_datasource.py unconditionally calls pickle.loads() on tar entries with .pkl/.pickle extensions and torch.load() with weights_only=False on .pt/.pth entries, executing arbitrary code inside Ray remote workers on every worker that processes the malicious archive.
Affected packages
Versions sourced from the GitHub Security Advisory.
| Package | Affected versions | Patched versions |
|---|---|---|
rayPyPI | < 2.56.0 | 2.56.0 |
Affected products
1- Range: <2.56.0
Patches
Vulnerability mechanics
References
9- github.com/ray-project/ray/pull/63469ghsapatchissue-trackingWEB
- github.com/ray-project/ray/pull/63470ghsapatchissue-trackingWEB
- github.com/advisories/GHSA-hhrp-gw25-jr43ghsaADVISORY
- github.com/ray-project/ray/security/advisories/GHSA-hhrp-gw25-jr43ghsavendor-advisoryWEB
- nvd.nist.gov/vuln/detail/CVE-2026-57516ghsaADVISORY
- www.vulncheck.com/advisories/ray-unsafe-deserialization-rce-via-webdataset-readerghsathird-party-advisoryWEB
- github.com/pypa/advisory-database/tree/main/vulns/ray/PYSEC-2026-2273.yamlghsaWEB
- github.com/ray-project/ray/commit/41443a18f9e6403a072de69098a279c23e2d943cghsaWEB
- github.com/ray-project/ray/releases/tag/ray-2.56.0ghsarelease-notesWEB
News mentions
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