MalDeep: A Deep Learning Classification Framework against Malware Variants Based on Texture Visualization

Table 4

Confusion matrix of 9 categories of malware.

real	prediction
	RAmnit	Lollipop	Kelihos_ver3	Vundo	Simda	Tracur	Kelihos_ver1	Obfuscator.ACY	Gatak	number
RAmnit	1411	5	6	15	0	0	16	87	1	1541
Lollipop	11	2398	0	10	0	0	0	56	3	2478
Kelihos_ver3	1	0	2932	0	0	0	0	9	0	2942
Vundo	7	13	0	416	1	6	0	32	0	475
Simda	0	0	0	0	40	0	0	1	0	41
Tracur	0	12	0	0	0	723	1	15	0	751
Kelihos_ver1	0	0	0	0	0	0	384	0	0	384
Obfuscator.ACY	12	5	32	91	25	16	54	987	6	1228
Gatak	0	0	0	0	0	1	0	2	1010	1013