Name		Name	Last commit message	Last commit date
Latest commit History 242 Commits
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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