NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models

Characterization of encrypted and vpn traffic using time-related

G. Draper-Gil, A. H. Lashkari, M. S. I. Mamun, and A. A. Ghorbani · 2016

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Computer network traffic prediction: a comparison between traditional and deep learning neural networks

T. P. Oliveira, J. S. Barbar, and A. S. Soares · 2016

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Characterization of tor traffic using time based features

A. Habibi Lashkari., G. Draper Gil., M. S. I. Mamun., and A. A. Ghorbani · 2017

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Ip2vec: Learning similarities between ip addresses

M. Ring, A. Dallmann, D. Landes, and A. Hotho · 2017

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Malware traffic classification using convolutional neural network for representation learning

W. Wang, M. Zhu, X. Zeng, X. Ye, and Y. Sheng · 2017

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Mampf: Encrypted traffic classification based on multi-attribute markov probability fingerprints

C. Liu, Z. Cao, G. Xiong, G. Gou, S.-M. Yiu, and L. He · 2018

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Ugr ‘16: A new dataset for the evaluation of cyclostationarity-based network idss

G. Maciá-Fernández, J. Camacho, R. Magán-Carrión, P. García-Teodoro, and R. Therón · 2018

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Datanet: Deep learning based encrypted network traffic classification in sdn home gateway

P. Wang, F. Ye, X. Chen, and Y. Qian · 2018

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Fs-net: A flow sequence network for encrypted traffic classification

C. Liu, L. He, G. Xiong, Z. Cao, and Z. Li · 2019

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Identification of encrypted traffic through attention mechanism based long short term memory

H. Yao, C. Liu, P. Zhang, S. Wu, C. Jiang, and S. Yu · 2019

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Deep packet: A novel approach for encrypted traffic classification using deep learning

M. Lotfollahi, M. Jafari Siavoshani, et al · 2020

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Detection of doh tunnels using time-series classification of encrypted traffic

M. MontazeriShatoori, L. Davidson, G. Kaur, and A. H. Lashkari · 2020

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Flowprint: Semi-supervised mobile-app fingerprinting on encrypted network traffic

T. Van Ede, R. Bortolameotti, A. Continella, J. Ren, D. J. Dubois, et al · 2020

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Et-bert: A contextualized datagram representation with pre-training transformers for encrypted traffic classification

X. Lin, G. Xiong, G. Gou, et al · 2022

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Practical gan-based synthetic ip header trace generation using netshare

Y. Yin, Z. Lin, M. Jin, G. Fanti, and V. Sekar · 2022

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Dual-track protocol reverse analysis based on share learning

W. Zhang, X. Meng, and Y. Zhang · 2022

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Ciciot2023: A real-time dataset and benchmark for large-scale attacks in iot environment

E. C. P. Neto, S. Dadkhah, R. Ferreira, A. Zohourian, R. Lu, and A. A. Ghorbani · 2023

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Yet another traffic classifier: a masked autoencoder based traffic transformer with multi-level flow representation

Original

R. Zhao, M. Zhan, X. Deng, et al · 2023

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