Picklescan is vulnerable to RCE via missing detection when calling numpy.f2py.crackfortran.getlincoefGHSA-rrxm-2pvv-m66x
Fix: mmaitre314/picklescan#53GHSA-rrxm-2pvv-m66x is a Deserialization of Untrusted Data vulnerability in picklescan. A fix is available for picklescan — see the affected versions and patch details below.
Exploitation Status
Proof-of-concept exploit code exists
- CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
- A successful exploit gives an attacker total control of the affected component, not partial access.
Exploitation and automatability from CISA’s SSVC triage for GHSA-rrxm-2pvv-m66x.
EPSS Exploitation Probability
Probability of exploitation in the next 30 days, from FIRST.org EPSS.
Real-World Exposure
picklescanReal-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.
Description
Summary
Picklescan uses the numpy.f2py.crackfortran.getlincoef function (a NumPy F2PY helper) to execute arbitrary Python code during unpickling.
Details
Picklescan fails to detect a malicious pickle that uses the gadget numpy.f2py.crackfortran.getlincoef in __reduce__, allowing arbitrary command execution when the pickle is loaded. A crafted object returns this function plus attacker‑controlled arguments; the scan reports the file as safe, but pickle.load() triggers execution.
PoC
class PoC:
def __reduce__(self):
from numpy.f2py.crackfortran import getlincoef
return getlincoef, ("__import__('os').system('whoami')", None)
Impact
- Arbitrary code execution on the victim machine once they load the “scanned as safe” pickle / model file.
- Affects any workflow relying on Picklescan to vet untrusted pickle / PyTorch artifacts.
- Enables supply‑chain poisoning of shared model files.
Credits
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | picklescan | all versions | 0.0.33pip install --upgrade 'picklescan==0.0.33' |
Detection & mitigation playbook
Open-source dependencyDetect
Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for picklescan, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.
Fix
Update picklescan to 0.0.33 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-rrxm-2pvv-m66x is resolved across your whole dependency graph.
Workarounds
Do not deserialise data from untrusted sources: where the format allows it, restrict deserialisation to an explicit allowlist of expected types, and prefer a data-only format (JSON, Protobuf) over one that can reconstruct arbitrary objects until you can upgrade.
Frequently Asked Questions
Is GHSA-rrxm-2pvv-m66x in your dependencies?
Find it across PyPI, including transitive dependencies.