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Deep Learning Tool for Off-line Network Intrusion Detection System

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ModalityNets
ModalityNets
 
 
NSLKDD
NSLKDD
 
 
SharedAutoEncoder
SharedAutoEncoder
 
 
SharedLayer
SharedLayer
 
 
UNSW
UNSW
 
 
netlearner
netlearner
 
 
preprocess
preprocess
 
 
visualize
visualize
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
__init__.py
__init__.py
 
 
acgan_mnist.py
acgan_mnist.py
 
 
acgan_unsw.py
acgan_unsw.py
 
 
autoencoder.py
autoencoder.py
 
 
embedding_as_whole.py
embedding_as_whole.py
 
 
embedding_merger.py
embedding_merger.py
 
 
embedding_seperately.py
embedding_seperately.py
 
 
finetune_modnet.py
finetune_modnet.py
 
 
gan_mnist.py
gan_mnist.py
 
 
gan_unsw.py
gan_unsw.py
 
 
kdd_preprocess.py
kdd_preprocess.py
 
 
kddcup_ffn.py
kddcup_ffn.py
 
 
kmerger.py
kmerger.py
 
 
kmerger_unsw.py
kmerger_unsw.py
 
 
kmlp_nslkdd.py
kmlp_nslkdd.py
 
 
kmlp_unsw.py
kmlp_unsw.py
 
 
known_attack.txt
known_attack.txt
 
 
lgbm_unified.py
lgbm_unified.py
 
 
load_feature_maps.py
load_feature_maps.py
 
 
masknoiseautoencoder.py
masknoiseautoencoder.py
 
 
mlp_kfold_nslkdd.py
mlp_kfold_nslkdd.py
 
 
mlp_kfold_unsw.py
mlp_kfold_unsw.py
 
 
mlp_unsw_embeddings.py
mlp_unsw_embeddings.py
 
 
modality_gans.py
modality_gans.py
 
 
modality_nets.py
modality_nets.py
 
 
most_valuable_features.py
most_valuable_features.py
 
 
multimodal_autoencoder.py
multimodal_autoencoder.py
 
 
nsl_kdd_ffn.py
nsl_kdd_ffn.py
 
 
pca_vs_autoencoder.py
pca_vs_autoencoder.py
 
 
plot_mod_shared.py
plot_mod_shared.py
 
 
plot_mod_shared_sae_avg.py
plot_mod_shared_sae_avg.py
 
 
preembedding_features.py
preembedding_features.py
 
 
rbm_encode_nslkdd.py
rbm_encode_nslkdd.py
 
 
rbm_encode_unsw.py
rbm_encode_unsw.py
 
 
rbm_kfold_nsl.py
rbm_kfold_nsl.py
 
 
rbm_kfold_unsw.py
rbm_kfold_unsw.py
 
 
rbm_softmax_label.py
rbm_softmax_label.py
 
 
rbm_svm.py
rbm_svm.py
 
 
setup.py
setup.py
 
 
shared_autoencoder.py
shared_autoencoder.py
 
 
shared_layer.py
shared_layer.py
 
 
softmax_classifier.py
softmax_classifier.py
 
 
sparseautoencoder_kfold_nsl.py
sparseautoencoder_kfold_nsl.py
 
 
sparseautoencoder_kfold_unsw.py
sparseautoencoder_kfold_unsw.py
 
 
sparseautoencoder_nsl.py
sparseautoencoder_nsl.py
 
 
sparseautoencoder_unsw.py
sparseautoencoder_unsw.py
 
 
stacked_rbm.py
stacked_rbm.py
 
 
svm.py
svm.py
 
 
test_autoencoder.py
test_autoencoder.py
 
 
test_lgbm.py
test_lgbm.py
 
 
test_rbm.py
test_rbm.py
 
 
tsne_NSLKDD.py
tsne_NSLKDD.py
 
 
tsne_rbm.py
tsne_rbm.py
 
 
use_modgan.py
use_modgan.py
 
 
visualize_unsw_hist.py
visualize_unsw_hist.py
 
 
visualize_unsw_importance.py
visualize_unsw_importance.py
 
 
wd_kfold_nslkdd.py
wd_kfold_nslkdd.py
 
 
wd_kfold_unsw.py
wd_kfold_unsw.py
 
 
wd_nslkdd.py
wd_nslkdd.py
 
 
wd_unsw.py
wd_unsw.py
 
 

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NetLearner

Deep Learning Tool for Off-line Network Intrusion Detection System

A prototype of intrusion detection using various deep learning based approaches.

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Deep Learning Tool for Off-line Network Intrusion Detection System

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intrusion-detection deeplearning malicious-traffic

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