MTC: A Multi-Task Model for Encrypted Network Traffic Classification Based on Transformer and 1D-CNN
Kaiyue Wang, Jian Gao, Xinyan Lei
Abstract
Traffic characterization (e.g., chat, video) and application identification (e.g., FTP, Facebook) are two of the more crucial jobs in encrypted network traffic classification. These two activities are typically carried out se... | Find, read and cite all the research you need on Tech Science Press
Topics & Concepts
Computer scienceTraffic classificationArtificial intelligenceConvolutional neural networkTransformerEncryptionPattern recognition (psychology)F1 scoreDeep learningFeature learningBackbone networkData miningMachine learningComputer networkVoltagePhysicsQuantum mechanicsQuality of serviceInternet Traffic Analysis and Secure E-votingNetwork Security and Intrusion DetectionHate Speech and Cyberbullying Detection