[Retracted] An Intrusion Detection Model Based on Improved ACGAN in Big Data Environment

Table 1

Accuracy of different expansion ratios (%).

Data expansion ratio (%)	Analysis (ACC)	Shellcode (ACC)	Backdoor (ACC)	Worm (ACC)	Overall (ACC)
0	62.22	61.45	60.77	59.45	93.15
40	65.21	65.67	64.55	64.12	95.11
80	67.05	68.87	68.32	75.12	96.55
120	65.66	67.12	68.11	69.37	95.72