Localization and Detection of Multiple Attacks in Wireless Sensor Networks Using Artificial Neural Network

Table 4

Frequency distribution of DoS attacks for training and testing in the dataset [41].

Attack class	Frequency	Percent	Attack class	Frequency	Percent
Analysis	29	0.3	Generic	147	1.5
Normal	8632	86.0	Exploits	538	5.4
DoS	382	3.8	Reconnaissance	97	1.0
Backdoor	21	0.2	Shellcode	48	0.5
Fuzzers	122	1.2	Worms	17	0.2
Total	9186	91.5	Total	847	8.6