A novel lightweight URL phishing detection system using SVM and similarity index

Table 1 Calculation of the characteristics used for the recognition of phishing websites

	URL_size	NH	ND	NNC	IP	NL	L	JW	LCS	QG	H
Min legitimate	4	0	0	0	0	0	0	1	0	0	0
Min phishing	4	0	1	0	0	0.1	1	0	2	2	1
Average legitimate	12.175	0.025	1.156	0.075	0	0	0	1	0	0	0
Average phishing	20.01	0.254	1.685	1.155	0.036	0.759	15.889	0.520	19.999	23.173	19.391
Max legitimate	31	2	3	4	0	0	0	1	0	0	0
Max phishing	202	8	14	37	1	1	192	0.959	192	192	192