Research Article

Lightweight Traffic Classification Model Based on Deep Learning

Table 2

USTC-TFC2016 dataset.

Traffic typeTraffic class

Normal encrypted trafficBitTorrent, facetime, FTP, Gmail, MySQL, outlook, skype, SMB, Weibo, WorldOfWarcraft
Malicious encrypted trafficCridex, Geodo, Htbot, Miuref, Neris, Nsis-ay, Shifu, Tinba, Virut, Zeus