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

Table 3

Characteristics of the IoT network attack and commercial IP camera dataset [49].

S/no.	Type of attacks	Training set (packets)	Test set (packets)	Malicious test packets
(1)	OS Scan	7000	12,500	1499
(2)	Fuzzing SFuzz	1300	8900	1199
(3)	ARP MitM	7000	12,500	1499
(4)	Video Inj.	5000	8000	1199
(5)	Mirai	7000	8000	1199
(6)	SYN DoS	1300	8900	1199
(7)	SSDP Flood	7000	13,500	1499
(8)	SSL Reneg	7000	12,500	1499
(9)	Wiretap	1300	8900	1199