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patronus-studio
/
cat-shell-risk-commander

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)
Model card Files Files and versions
xet
Community

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
cat-shell-risk-commander
4.54 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 11 commits
patronus-protect's picture
patronus-protect
run G: benign gh/git publish-command negatives
30d77a8 verified about 23 hours ago
  • assets
    Refresh Cat Shell Risk Commander A1 card and add Kestrel comparison 3 days ago
  • comparison
    Refresh Cat Shell Risk Commander A1 card and add Kestrel comparison 3 days ago
  • .gitattributes
    1.52 kB
    initial commit 18 days ago
  • LICENSE
    11.4 kB
    Add Apache 2.0 license and model card metadata 14 days ago
  • README.md
    18.2 kB
    Refresh Cat Shell Risk Commander A1 card and add Kestrel comparison 3 days ago
  • evaluation.json
    20.7 kB
    run G: benign gh/git publish-command negatives about 23 hours ago
  • manifest.json
    2.6 kB
    run G: benign gh/git publish-command negatives about 23 hours ago
  • model.json
    4.43 MB
    run G: benign gh/git publish-command negatives about 23 hours ago
  • requirements.txt
    53 Bytes
    Add private Cat Shell Risk Commander preview with verified JSON inference and model card 18 days ago
  • shell_cat_guard.py
    1.8 kB
    Add private Cat Shell Risk Commander preview with verified JSON inference and model card 18 days ago
  • shell_cat_guard_a1.py
    2.09 kB
    Release A1 (format_version 2): char_wb + shell_tokens two-block model 4 days ago
  • shell_tokens.py
    15.9 kB
    shell_tokens: attribute heredoc to its owning command 1 day ago
  • validation.json
    273 Bytes
    run G: benign gh/git publish-command negatives about 23 hours ago