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5G_security_malicious_traffic_detection
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master
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KDD_ML_xtd_lstm_sparse.py
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pd
np
sp
matplotlib
plt
Pipeline
MinMaxScaler
StandardScaler
OrdinalEncoder
SimpleImputer
OneHotEncoder
ColumnTransformer
attack_types
is_attack
kdd_path_pkl
kdd_path
read_data
col_names
KDDTrain
KDDTest
KDDAll
kdd_diff_level_all
kdd_diff_level_train
kdd_diff_level_test
KDDTrain_len
KDDTest_len
kdd_attack_type_group
kdd_is_attack_group
KDDAll_is
KDDAll_type
KDDAll_is_y
KDDAll_type_y
KDDTrain_is_y
KDDTrain_type_y
KDDTest_is_y
KDDTest_type_y
class_mapping
Y_Train
Y_Test
preprocess_data
col_names_onehot
col_names_onehot_s
KDDAll_num
KDDAll_onehot_s
num_pipeline
cat_string_pipeline
num_attribs
cat_s_attribs
full_pipeline
KDDAll_t
X_Train_i
X_Test_i
X_Train
X_Test
Y_Train
Y_Test
tf
Dense
LSTM
optimizers
models
layers
wrappers
initializers
regularizers
losses
reciprocal
RandomizedSearchCV
KerasClassifier
classification_report
mean_squared_error
time
input_dim
classes
loop_back
hidden_encoder_dim
hidden_decoder_dim
build_model
(learning_rate,hidden_layers,initiali)
keras_reg
param_distribs
rnd_search_cv
X_Train
Y_Train
X_Test
Y_Test
batch_s
epoches
ver
start_time
pred_time
pred_test
confusion_matrix
cm
itertools
tick_marks
thresh
All occurrences
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