A AegiFlow
HIGHCVSS 8.6EPSS 0.6%

CVE-2026-57516

CVE-2026-57516 updated by NVD

Published
2026-07-24
Modified
2026-10-27
EPSS percentile
43%
Sources
github-advisory, nvd

Summary

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

EcosystemPackageAffected versionsFixed versions
PyPIray—2.56.0

Remediation: Upgrade to 2.56.0 or later.

References

Includes data from the GitHub Advisory Database, licensed under CC-BY 4.0.

Includes data from the National Vulnerability Database (NIST). NVD data is in the public domain; this page is not endorsed by NIST.

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EPSS scores provided by the FIRST.org Exploit Prediction Scoring System.