Litcius/Paper detail

Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM

Adel Binbusayyis, Thavavel Vaiyapuri

2021Applied Intelligence178 citationsDOI

Topics & Concepts

Computer scienceAutoencoderArtificial intelligenceDiscriminative modelIntrusion detection systemMachine learningSupport vector machineFeature learningConvolutional neural networkClassifier (UML)Deep learningPattern recognition (psychology)Multilayer perceptronData miningArtificial neural networkNetwork Security and Intrusion DetectionInternet Traffic Analysis and Secure E-votingAnomaly Detection Techniques and Applications
Unsupervised deep learning approach for network intrusion detection combining convolutional autoencoder and one-class SVM | Litcius