Identification of Encrypted Traffic Using Advanced Mathematical Modeling and Computational Intelligence

Table 1

Description of sample dataset.

The application name	Unbalanced sample
	Quantity	Ratio (%)
AIM_chat	4869	2.3
SCPdown	15390	7.4
Youtuebe	12738	6.1
Voipbuster	35469	17.1
E-mail	4417	2.1
Vimeo	18755	9
Facebook	5527	2.6
Gmail	7329	3.5
TorTwitter	14654	7
Hangout	7587	3.6
Spotify	14442	6.9
Skype	4607	2.2
ICQ	4243	2
SETPdown	4729	2.2
Netflix	51932	25.1
Total	206688	100