CVE-2025-62703

Fugue is a unified interface for distributed computing that lets users execute Python, Pandas, and SQL code on Spark, Dask, and Ray with minimal rewrites. In version 0.9.2 and prior, there is a remote code execution vulnerability by pickle deserialization via FlaskRPCServer. The Fugue framework implements an RPC server system for distributed computing operations. In the core functionality of the RPC server implementation, I found that the _decode() function in fugue/rpc/flask.py directly uses cloudpickle.loads() to deserialize data without any sanitization. This creates a remote code execution vulnerability when malicious pickle data is processed by the RPC server. The vulnerability exists in the RPC communication mechanism where the client can send arbitrary serialized Python objects that will be deserialized on the server side, allowing attackers to execute arbitrary code on the victim's machine. This issue has been patched via commit 6f25326.

CVSS 3.1

8.8CVSS:3.1/AV:A/AC:L/PR:N/UI:N/S:U/C:H/I:H/A:H

EPSS

0.7% chance of exploitation in the next 30 days; higher than 54% of CVEs (scores of 2026-10-25)

CWE

CWE-502

Published

2025-11-25

Modified

2026-10-19

Record from

the NVD, synced 2026-10-19

Affected

• fugue-project:fugue

Packages (OSV)

References

• https://github.com/fugue-project/fugue/commit/6f25326779fd1f528198098d6287c5a863176fc0
• https://github.com/fugue-project/fugue/security/advisories/GHSA-xv5p-fjw5-vrj6
• https://github.com/fugue-project/fugue/security/advisories/GHSA-xv5p-fjw5-vrj6

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