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CyberClassification
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app.py
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xgboost_optimized_v2.pkl
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pickle
Detected Pickle imports (45)
"transformers.models.bert.modeling_bert.BertEmbeddings"
,
"transformers.activations.GELUActivation"
,
"torch.nn.modules.activation.Tanh"
,
"torch.storage._load_from_bytes"
,
"__main__.unknown_category_boost"
,
"torch.nn.modules.sparse.Embedding"
,
"__main__.BERTFeatureExtractor"
,
"transformers.models.bert.modeling_bert.BertOutput"
,
"torch.nn.modules.linear.Linear"
,
"tokenizers.Tokenizer"
,
"collections.OrderedDict"
,
"xgboost.sklearn.XGBRegressor"
,
"transformers.models.bert.modeling_bert.BertLayer"
,
"torch.device"
,
"numpy.dtype"
,
"transformers.models.bert.configuration_bert.BertConfig"
,
"transformers.models.bert.modeling_bert.BertSdpaSelfAttention"
,
"torch.float32"
,
"sklearn.preprocessing._data.StandardScaler"
,
"__main__.smart_feature_alignment"
,
"xgboost.core.Booster"
,
"transformers.models.bert.modeling_bert.BertAttention"
,
"transformers.models.bert.modeling_bert.BertSelfOutput"
,
"transformers.models.bert.modeling_bert.BertEncoder"
,
"transformers.models.bert.modeling_bert.BertPooler"
,
"sklearn.preprocessing._label.LabelEncoder"
,
"torch._C._nn.gelu"
,
"__main__.ensemble_predict"
,
"__main__.calculate_confidence"
,
"xgboost.sklearn.XGBClassifier"
,
"sklearn.preprocessing._label.MultiLabelBinarizer"
,
"transformers.models.bert.tokenization_bert_fast.BertTokenizerFast"
,
"torch.nn.modules.normalization.LayerNorm"
,
"numpy._core.multiarray._reconstruct"
,
"torch.nn.modules.dropout.Dropout"
,
"torch._utils._rebuild_tensor_v2"
,
"torch.nn.modules.container.ModuleList"
,
"transformers.models.bert.modeling_bert.BertIntermediate"
,
"numpy.ndarray"
,
"builtins.bytearray"
,
"tokenizers.models.Model"
,
"torch._utils._rebuild_parameter"
,
"__main__.dynamic_risk_adjustment"
,
"numpy._core.multiarray.scalar"
,
"transformers.models.bert.modeling_bert.BertModel"
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