2022
DOI: 10.48550/arxiv.2203.12141
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Online Encrypted Skype Identification Based on an Updating Mechanism

Abstract: The machine learning algorithm is gaining prominence in traffic identification research as it offers a way to overcome the shortcomings of port-based and deep packet inspection, especially for P2Pbased Skype. However,recent studies have focused mainly on traffic identification based on a fullpacket dataset, which poses great challenges to identifying online network traffic. This study aims to provide a new flow identification algorithm by taking the sampled flow records as the object. The study constructs flow… Show more

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Cited by 3 publications
(1 citation statement)
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“…Task one being the characterization of the network traces based on F2P and P2P. The second task being the identification of applications [18]. With this single Deep Learning framework [19], the author has been able to further distinguish the packets into VPN and Non-VPN [20] traces followed by TC.…”
Section: Related Workmentioning
confidence: 99%
“…Task one being the characterization of the network traces based on F2P and P2P. The second task being the identification of applications [18]. With this single Deep Learning framework [19], the author has been able to further distinguish the packets into VPN and Non-VPN [20] traces followed by TC.…”
Section: Related Workmentioning
confidence: 99%