Detecting Web-Based Botnets Using Bot Communication Traffic Features

Table 5

Features and classifiers used by four similar approaches.

Approaches	Features	Classifier
Venkatesh and Nadarajan	ORT, RIO, PT, SYN, FIN, PSH	Neural network
Zhao et al.	PX, PPS, NR, APL, FPS, PV, FPH, TBP	Decision tree
Cai and Zou	SHH, CC, SCL, BIC, PR, DWS	Multilayer filter
WBD	AC, THR, PSS	Decision tree