Text Classification
Scikit-learn
shell-security
shell-risk
bash
powershell
cmd
coding-agents
tf-idf
logistic-regression
cpu
research
cat-shell-risk-commander
shell-command-classification
shell-command-security
shell-risk-classification
command-risk-detection
agent-security
ai-agent-security
ai-security
tool-call-security
tool-security
posix
windows
linux
powershell-security
tfidf
shell-token-features
binary-classification
local-inference
on-device
cpu-inference
scikit-learn
json-model
a1
Eval Results (legacy)
Instructions to use patronus-studio/cat-shell-risk-commander with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use patronus-studio/cat-shell-risk-commander with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("patronus-studio/cat-shell-risk-commander", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
Commit History
Yesterday
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Release A1 (format_version 2): char_wb + shell_tokens two-block model
Verified signatureAdds shell_tokens second TF-IDF block; fixes curl|jq false positive and reverse-shell gap (issue #128). Runtime support: patronus-protect/patronus-security#153.2ba751f
15 days ago
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Add private Cat Shell Risk Commander preview with verified JSON inference and model card
Verified signaturefddb730