LightSEEN: Real-Time Unknown Traffic Discovery via Lightweight Siamese Networks

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Labels</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">USTC-TFC2016</td><td class="align_center">Cridex, Ceodo, Hitbot, Miuref, Neris, Nsis-ay, Shifu, Tinba, Virut, Zeus, BitTorrent, Facetime, FTP, Gmail, MySQL, OutLook, Skype, SMB, Weibo, and WorldOfWarcraft</td></tr><tr><td class="align_left">ISCXVPN2016</td><td class="align_center">Chat, Email File, P2P, Streaming, VoIP, VPN-Chat, VPN-Email, VPN-File, VPN-P2P, VPN-Streaming, and VPN-VoIP</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>USTC-TFC2016 dataset and ISCXVPN2016 dataset.</div>

Security and Communication Networks

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Table 2

Table 2: LightSEEN: Real-Time Unknown Traffic Discovery via Lightweight Siamese Networks 