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

Table 5

Availability attacks on Kitsune network.

S/no.	Algorithms	Threshold value	Kitsune score (%)	Lp distances
				L0	L1	L2	L∞
(1)	FGSM	1.0	4	100	76.53	7.03	0.69
(2)	JSMA	1.0	0	—	—	—	—
(3)	C&W	1.0	100	100	21.32	7.98	5.46
(4)	ENM	1.0	100	7.85	20.09	7.48	3.68
(5)	Our algorithm	1.0	100	5.87	13.33	6.09	2.45