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Awesome_gnn_traffic_classification

A repo to collect traffic identification papers from top conferences/top journals (continuously updated)

2021

CN21 App identification based on encrypted multi-smartphone sources traffic fingerprints

CN21 TSCRNN: A novel classification scheme of encrypted traffic based on flow spatiotemporal features for efficient management of IIoT

CN21 ByteSGAN: A semi-supervised Generative Adversarial Network for encrypted traffic classification in SDN Edge Gateway

TIFS21 Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks (IEEE Transactions on Information Forensics and Security)

WWW21 Classifying encrypted traffic using adaptive fingerprints with multi-level attributes

USENIX Security Symposium21 SiamHAN: IPv6 Address Correlation Attacks on TLS Encrypted Traffic via Siamese Heterogeneous Graph Attention Network

2020