Convolution Neural Network-Based Higher Accurate Intrusion Identification System for the Network Security and Communication

Table 4

Integrity attacks on Kitsune network.

S/no.	Algorithms	Threshold value	Kitsune score (%)	Lp distances
				L0	L1	L2	L∞
(1)	FGSM	1.0	100	100	102	9.7	1.5
(2)	JSMA	1.0	100	1.98	9.23	6.29	4.10
(3)	C&W	1.0	100	100	6.89	3.23	3.46
(4)	ENM	1.0	100	1.02	4.09	2.98	3.98
(5)	Our algorithm	1.0	100	0.87	3.33	1.09	3.45