《Accurate Decentralized Application Identification via Encrypted Traffic Analysis Using Graph Neural Networks》
《Encrypted Traffic Classification of Decentralized Applications on Ethereum Using Feature Fusion》
"Traffic Interaction Graph (TIG) " implementation please refer to parseFlow2Graph.py
#Author: Jinpeng Zhang
#Email: zhangjinpeng2117@foxmail.com (zhangjinpeng@bit.edu.cn is invalid due to graduation)
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@article{DBLP:journals/tifs/ShenZZXD21,
author = {Meng Shen and
Jinpeng Zhang and
Liehuang Zhu and
Ke Xu and
Xiaojiang Du},
title = {Accurate Decentralized Application Identification via Encrypted Traffic
Analysis Using Graph Neural Networks},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {16},
pages = {2367--2380},
year = {2021},
doi = {10.1109/TIFS.2021.3050608},
timestamp = {Tue, 02 Mar 2021 11:26:04 +0100}
}
@inproceedings{10.1145/3326285.3329053,
author = {Shen, Meng and Zhang, Jinpeng and Zhu, Liehuang and Xu, Ke and Du, Xiaojiang and Liu, Yiting},
title = {Encrypted Traffic Classification of Decentralized Applications on Ethereum Using Feature Fusion},
year = {2019},
isbn = {9781450367783},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
doi = {10.1145/3326285.3329053},
booktitle = {Proceedings of the International Symposium on Quality of Service},
articleno = {18},
numpages = {10},
location = {Phoenix, Arizona},
series = {IWQoS '19}
}
"Traffic Interaction Graph (TIG) " implementation please refer to parseFlow2Graph.py