Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders
Jing Bi, Ziyue Guan, Haitao Yuan, Jia Zhang
Topics & Concepts
Computer scienceArtificial intelligenceParticle swarm optimizationHyperparameterSimulated annealingIntrusion detection systemLong short term memoryMachine learningPattern recognition (psychology)Data miningArtificial neural networkRecurrent neural networkNetwork Security and Intrusion DetectionAnomaly Detection Techniques and ApplicationsInternet Traffic Analysis and Secure E-voting