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Keyword

encrypted traffic classification

Description: The assignment of encrypted network flows to application or traffic categories using observable traffic features rather than message contents.
OpenAlex ID: keywords/encrypted-traffic-classification
Deep packet: a novel approach for encrypted traffic classification using deep learning
2019 · Mohammad Lotfollahi, Mahdi Jafari Siavoshani, et al. · Soft Computing · 1,183
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End-to-end encrypted traffic classification with one-dimensional convolution neural networks
2017 · Wei Wang, Ming Zhu, et al. · IEEE International Conference on Intelligence and Security Informatics (ISI) · 988
Deep Learning for Encrypted Traffic Classification: An Overview
2019 · Shahbaz Rezaei, Xin Liu · IEEE Communications Magazine · 669
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FS-Net: A Flow Sequence Network For Encrypted Traffic Classification
2019 · Chang Liu, Longtao He, et al. · 627
ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification
2022 · Xinjie Lin, Gang Xiong, et al. · ACM Web Conference (WWW) · 587
Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks
2021 · Meng Shen, Jinpeng Zhang, et al. · IEEE Transactions on Information Forensics and Security · 389
MIMETIC: Mobile encrypted traffic classification using multimodal deep learning
2019 · Giuseppe Aceto, Domenico Ciuonzo, et al. · Computer Networks · 291
$Deep-Full-Range$ : A Deep Learning Based Network Encrypted Traffic Classification and Intrusion Detection Framework
2019 · Yi Zeng, Huaxi Gu, et al. · IEEE Access · 261
Datanet: Deep Learning Based Encrypted Network Traffic Classification in SDN Home Gateway
2018 · Pan Wang, Feng Ye, et al. · IEEE Access · 255
FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification
2021 · Tal Shapira, Yuval Shavitt · IEEE Transactions on Network and Service Management · 223
TSCRNN: A novel classification scheme of encrypted traffic based on flow spatiotemporal features for efficient management of IIoT
2021 · Kunda Lin, Xiaolong Xu, et al. · Computer Networks · 223
Machine learning based encrypted traffic classification: Identifying SSH and Skype
2009 · Riyad Alshammari, A. Nur Zincir-Heywood · IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA) · 202
Early Recognition of Encrypted Applications
2007 · Laurent Bernaille, Renata Teixeira · Lecture notes in computer science · 200
Classification of Encrypted Traffic With Second-Order Markov Chains and Application Attribute Bigrams
2017 · Meng Shen, Mingwei Wei, et al. · IEEE Transactions on Information Forensics and Security · 199
FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition
2019 · Tal Shapira, Yuval Shavitt · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · 198
Markov chain fingerprinting to classify encrypted traffic
2014 · Maciej Korczynski, Andrzej Duda · 195
DISTILLER: Encrypted traffic classification via multimodal multitask deep learning
2021 · Giuseppe Aceto, Domenico Ciuonzo, et al. · Journal of Network and Computer Applications · 184
Multi-classification approaches for classifying mobile app traffic
2017 · Giuseppe Aceto, Domenico Ciuonzo, et al. · Journal of Network and Computer Applications · 181
TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification
2023 · Haozhen Zhang, Le Yu, et al. · ACM Web Conference (WWW) · 160
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PERT: Payload Encoding Representation from Transformer for Encrypted Traffic Classification
2020 · Hong Ye He, Zhi Guo Yang, et al. · 159
Encrypted Traffic Classification with a Convolutional Long Short-Term Memory Neural Network
2018 · Zhuang Zou, Jingguo Ge, et al. · IEEE International Conference on High Performance Computing and Communications; IEEE International Conference on Smart City; IEEE International Conference on Data Science and Systems (HPCC/SmartCity/DSS) · 150
A Survey of Techniques for Mobile Service Encrypted Traffic Classification Using Deep Learning
2019 · Pan Wang, Xuejiao Chen, et al. · IEEE Access · 148
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Toward effective mobile encrypted traffic classification through deep learning
2020 · Giuseppe Aceto, Domenico Ciuonzo, et al. · Neurocomputing · 146
EPIC: A Differential Privacy Framework to Defend Smart Homes Against Internet Traffic Analysis
2018 · Jianqing Liu, Chi Zhang, et al. · IEEE Internet of Things Journal · 142
Flow-Based Encrypted Network Traffic Classification With Graph Neural Networks
2022 · Ting-Li Huoh, Yan Luo, et al. · IEEE Transactions on Network and Service Management · 134
Works count: 900
Citation count: 15,920
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