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Table 1 Description of the dataset

From: Subspace clustering via graph auto-encoder network for unknown encrypted traffic recognition

Dataset

Type(label)

Applications

Sample size

Ours

Audio streaming

Apple music and QQ music

12764

Browsing

Chrome, Baidu and Sogou

18547

Chat

Skype, QQ and Wechat

10556

Email

Gmail, Foxmail and Outlook

5442

E-commerce

Taobao and JD

9547

File transfer

FTP over SSH and SSL

19854

Video streaming

Youtube and Youku

15472

P2P

uTorrent and Transmission (Bittorrent)

29870

ISCXVPN2016

Audio streaming

Spotify

721

Browsing

Firefox and Chrome

1604

Chat

Facebook and Hangouts

323

Email

Gmail

282

File transfer

FTP over SSH and SSL

864

Video streaming

Youtube and Vimeo

874

VoIP

Facebook, Hangouts and Skype

2291

P2P

Kali

1085