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A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism

Saihua Cai, Han Xu, Mingjie Liu, Zhilin Chen, Guofeng Zhang

2023Computers & Security41 citationsDOI

Topics & Concepts

Computer scienceOverfittingDeep learningArtificial intelligenceTraffic classificationFunction (biology)Convolutional neural networkCross entropyMachine learningData miningArtificial neural networkPrinciple of maximum entropyComputer networkQuality of serviceEvolutionary biologyBiologyNetwork Security and Intrusion DetectionInternet Traffic Analysis and Secure E-votingAnomaly Detection Techniques and Applications
A malicious network traffic detection model based on bidirectional temporal convolutional network with multi-head self-attention mechanism | Litcius