CVE-2025-71356: picklescan detection bypass in torch.fx.experimental.symbolic_shapes

CVE-2025-71356 · Severity: high · CVSS 8.1 · Published 2026-07-04

picklescan is a security tool used to scan Python pickle files and machine learning models for malicious code. A vulnerability in versions prior to 0.0.28 allows specially crafted malicious files to bypass detection by using a specific PyTorch function. If a user trusts the scan results and opens the file, an attacker could execute arbitrary code on the victim's system, potentially leading to a full system compromise or data theft.

Technologies: picklescan (PyPI). Vendors: PyPI.

Quick answers

Is CVE-2025-71356 exploited in the wild?
No. Junglewise Threat Intelligence has no report of CVE-2025-71356 being exploited in the wild.
How severe is CVE-2025-71356?
High severity, with a CVSS score of 8.1, published 4 July 2026.
Which products and versions are affected?
picklescan (PyPI) ECOSYSTEM:introduced=0,fixed=0.0.28.
Is there a fix for CVE-2025-71356?
Yes. picklescan (PyPI): upgrade to 0.0.28 or later. Junglewise finds every place you run it, drafts the upgrade and applies it once you approve.
How is CVE-2025-71356 attacked?
It is attacked over the network, in a software library.
Am I affected by CVE-2025-71356?
Check whether you run picklescan (PyPI) at an affected version. Junglewise does that check for you around the clock: connect your code, cloud and domains, and it matches new vulnerabilities like this one against what you actually run and tells you when one reaches you.

How to fix

  • picklescan (PyPI): upgrade to 0.0.28 or later
    pip install "picklescan>=0.0.28"

Technical details

A deserialization vulnerability (CWE-502) exists in picklescan due to an incomplete blocklist of dangerous functions. Specifically, the scanner fails to identify and flag the 'torch.fx.experimental.symbolic_shapes.ShapeEnv.evaluate_guards_expression' function, which can be leveraged to execute arbitrary Python code during the unpickling process. An attacker can craft a malicious pickle file containing this function call in a '__reduce__' method. When a victim scans the file, picklescan reports it as safe; if the victim subsequently loads the file using 'pickle.load()', the embedded payload executes. This issue is resolved in version 0.0.28.

Affected products

  • picklescan picklescan < 0.0.28

Identifiers

  • CVE-2025-71356
  • GHSA-f4x7-rfwp-v3xw

Timeline

  • 2025-08-22: advisory: GitHub Security Advisory published
  • 2026-07-04: disclosed: NVD publication date

References

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