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.

References

https://www.vulncheck.com/advisories/ray-unsafe-deserialization-rce-via-webdataset-reader

https://github.com/ray-project/ray/security/advisories/GHSA-hhrp-gw25-jr43

https://github.com/ray-project/ray/releases/tag/ray-2.56.0

https://github.com/ray-project/ray/pull/63470

https://github.com/ray-project/ray/pull/63469

Details

Source: Mitre, NVD

Risk Information

CVSS v2

CVSS v3

CVSS v4