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HeshamXOR
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MalwareGuard
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MalwareGuard
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urlmodel_info
10.6 MB
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3 contributors
History:
5 commits
HeshamXOR
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
698d738
verified
about 2 months ago
case_study_results.csv
Safe
1.17 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
case_study_scores.png
Safe
160 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
char_bilstm_net.pt
Safe
pickle
Detected Pickle imports (3)
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
2.54 MB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
char_cnn_net.pt
Safe
pickle
Detected Pickle imports (4)
"torch.LongStorage"
,
"collections.OrderedDict"
,
"torch.FloatStorage"
,
"torch._utils._rebuild_tensor_v2"
What is a pickle import?
865 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
compile_megacorpus.py
Safe
15.7 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
download_data.py
Safe
3.81 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
eda_class_distribution.png
Safe
58 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
eda_feature_distributions.png
Safe
107 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
eda_url_length_by_class.png
Safe
59.7 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
evaluation.py
Safe
8.51 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
feature_engineering.py
Safe
17.8 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
feature_importance_xgb.png
Safe
112 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
generate_benign_validation.py
Safe
2.81 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
hypermodel_calibrator.joblib
pickle
Detected Pickle imports (5)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.isotonic.IsotonicRegression"
,
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
How to fix it?
5.74 kB
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
hypermodel_meta.joblib
pickle
Detected Pickle imports (4)
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.linear_model._logistic.LogisticRegression"
,
"numpy.ndarray"
,
"numpy.dtype"
How to fix it?
879 Bytes
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
hypertuning.py
Safe
5.54 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
lgbm_binary.joblib
pickle
Detected Pickle imports (8)
"lightgbm.basic.Booster"
,
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
,
"collections.defaultdict"
,
"lightgbm.sklearn.LGBMClassifier"
,
"collections.OrderedDict"
How to fix it?
2.11 MB
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
main_notebook.ipynb
Safe
40.5 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
main_notebook_url.ipynb
Safe
745 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
models.py
Safe
18.1 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
results_accuracy_bar.png
Safe
126 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
results_binary.csv
Safe
1.11 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
results_confusion_matrix_hypermodel.png
Safe
44.7 kB
Deploy MalwareGuard FastAPI backend clean
6 months ago
results_multiclass.csv
Safe
883 Bytes
Deploy MalwareGuard FastAPI backend clean
6 months ago
results_roc_curves.png
Safe
107 kB
xet
Deploy MalwareGuard FastAPI backend clean
6 months ago
scaler.joblib
pickle
Detected Pickle imports (5)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"numpy.dtype"
,
"numpy._core.multiarray.scalar"
,
"sklearn.preprocessing._data.StandardScaler"
How to fix it?
2.17 kB
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
tfidf_lr_binary.joblib
pickle
Detected Pickle imports (7)
"numpy.ndarray"
,
"joblib.numpy_pickle.NumpyArrayWrapper"
,
"sklearn.feature_extraction.text.TfidfTransformer"
,
"numpy.float32"
,
"sklearn.feature_extraction.text.TfidfVectorizer"
,
"numpy.dtype"
,
"sklearn.pipeline.Pipeline"
How to fix it?
1.36 MB
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
train_pipeline.py
Safe
8.91 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
validate_models.py
Safe
8.16 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
validate_on_20k.py
Safe
4.16 kB
feat: Integrate PDF, Office, APK, ELF analyzers & updated ML classifiers
5 months ago
xgb_binary.joblib
pickle
Detected Pickle imports (3)
"xgboost.sklearn.XGBClassifier"
,
"xgboost.core.Booster"
,
"builtins.bytearray"
How to fix it?
2.02 MB
xet
refactor: Relocate ML models to backend package, update path loaders, simplify Dockerfile
about 2 months ago
