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joblib-sklearn-backdoor-mff-poc

model-file-format

security-research

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joblib-sklearn-backdoor-mff-poc

1.97 MB

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History: 2 commits

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aleff-huggingface

Add controlled Joblib backdoored model file PoC

3e210b5 verified 26 days ago

.gitattributes

1.52 kB
initial commit 26 days ago
01_clean_model.joblib
Detected Pickle imports (6)
- "sklearn.preprocessing._data.StandardScaler",
- "numpy._core.multiarray.scalar",
- "numpy.ndarray",
- "sklearn.pipeline.Pipeline",
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.dtype"
How to fix it?
1.18 MB
xet

Add controlled Joblib backdoored model file PoC 26 days ago
02_backdoored_model.joblib
Detected Pickle imports (6)
- "joblib.numpy_pickle.NumpyArrayWrapper",
- "numpy.ndarray",
- "sklearn.pipeline.Pipeline",
- "sklearn.preprocessing._data.StandardScaler",
- "numpy._core.multiarray.scalar",
- "numpy.dtype"
How to fix it?
781 kB
xet

Add controlled Joblib backdoored model file PoC 26 days ago
README.md

1.73 kB
Add controlled Joblib backdoored model file PoC 26 days ago
SHA256SUMS.txt

227 Bytes
Add controlled Joblib backdoored model file PoC 26 days ago
generate_backdoor_models.py

3.26 kB
Add controlled Joblib backdoored model file PoC 26 days ago
metrics.json

435 Bytes
Add controlled Joblib backdoored model file PoC 26 days ago
verify_backdoor.py

1.35 kB
Add controlled Joblib backdoored model file PoC 26 days ago