Autoencoders

Autoencoders for intrusion detection This repository contains code used in the article "...." It shows how to apply unsupervised learning for intrusion detection in SCADA systems

Name		Name	Last commit message	Last commit date
Latest commit History 94 Commits
01_Intrusion_files_analysis.ipynb		01_Intrusion_files_analysis.ipynb
Aut_Ele_Rea_02_v01.ipynb		Aut_Ele_Rea_02_v01.ipynb
Aut_Ele_Rea_16_v01.ipynb		Aut_Ele_Rea_16_v01.ipynb
Aut_Ele_Rea_16_v02.ipynb		Aut_Ele_Rea_16_v02.ipynb
Aut_Ele_Syn_02_v01.ipynb		Aut_Ele_Syn_02_v01.ipynb
Aut_Ele_Syn_16_v01.ipynb		Aut_Ele_Syn_16_v01.ipynb
Aut_Gas_Rea_02_v01.ipynb		Aut_Gas_Rea_02_v01.ipynb
Aut_Gas_Rea_16_v01.ipynb		Aut_Gas_Rea_16_v01.ipynb
Aut_Gas_Syn_02_v01.ipynb		Aut_Gas_Syn_02_v01.ipynb
Aut_Gas_Syn_16_v01.ipynb		Aut_Gas_Syn_16_v01.ipynb
Aut_Wat_Rea_02_v01.ipynb		Aut_Wat_Rea_02_v01.ipynb
Aut_Wat_Rea_16_v01.ipynb		Aut_Wat_Rea_16_v01.ipynb
Aut_Wat_Syn_02_v01.ipynb		Aut_Wat_Syn_02_v01.ipynb
Aut_Wat_Syn_16_v01.ipynb		Aut_Wat_Syn_16_v01.ipynb
DU_01.ipynb		DU_01.ipynb
DU_02.ipynb		DU_02.ipynb
GAS_SCADA_VAE_Autoencoder_01.ipynb		GAS_SCADA_VAE_Autoencoder_01.ipynb
GAS_SCADA_autoencoders(ANN)_01.ipynb		GAS_SCADA_autoencoders(ANN)_01.ipynb
PCA_Ele_Rea_02_v01.ipynb		PCA_Ele_Rea_02_v01.ipynb
PCA_Ele_Rea_16_v01.ipynb		PCA_Ele_Rea_16_v01.ipynb
PCA_Ele_Syn_02_v01.ipynb		PCA_Ele_Syn_02_v01.ipynb
PCA_Ele_Syn_16_v01.ipynb		PCA_Ele_Syn_16_v01.ipynb
PCA_Gas_Rea_02_v01.ipynb		PCA_Gas_Rea_02_v01.ipynb
PCA_Gas_Rea_16_v01.ipynb		PCA_Gas_Rea_16_v01.ipynb
README.md		README.md
SCADA_VAE_Autoencoder_01.ipynb		SCADA_VAE_Autoencoder_01.ipynb
SCADA_VAE_Autoencoder_02.ipynb		SCADA_VAE_Autoencoder_02.ipynb
SCADA_VAE_Autoencoder_03.ipynb		SCADA_VAE_Autoencoder_03.ipynb
SCADA_VAE_Autoencoder_04.ipynb		SCADA_VAE_Autoencoder_04.ipynb
SCADA_VAE_Latent_space_01.ipynb		SCADA_VAE_Latent_space_01.ipynb
SCADA_VAE_Latent_space_02.ipynb		SCADA_VAE_Latent_space_02.ipynb
VAE_Ele_Rea_02_v01.ipynb		VAE_Ele_Rea_02_v01.ipynb
VAE_Ele_Rea_16_v01.ipynb		VAE_Ele_Rea_16_v01.ipynb
VAE_Ele_Syn_02_v01.ipynb		VAE_Ele_Syn_02_v01.ipynb
VAE_Ele_Syn_16_v01.ipynb		VAE_Ele_Syn_16_v01.ipynb
VAE_Ele_Syn_16_v02.ipynb		VAE_Ele_Syn_16_v02.ipynb
VAE_Gas_Rea_02_v01.ipynb		VAE_Gas_Rea_02_v01.ipynb
VAE_Wat_Rea_02_v01.ipynb		VAE_Wat_Rea_02_v01.ipynb
WATER_SCADA_VAE_Autoencoder_01.ipynb		WATER_SCADA_VAE_Autoencoder_01.ipynb
WATER_SCADA_autoencoders(ANN)_01.ipynb		WATER_SCADA_autoencoders(ANN)_01.ipynb

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