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

Table 5

Frequency distribution of DoS attack in WSN-DS and NSL-KDD dataset.

WSN-DS dataset			NSL-KDD dataset
Attack type	Frequency	Percent	Attack type	Frequency	Percent
Blackhole	2607	3.1	DoS	37403	33.7
Flooding	1019	1.2	Normal	61355	55.2
Grayhole	3287	3.9	Probes	10600	9.5
Normal	75300	89.1	R2L	913	.8
Scheduling	2343	2.8	U2R	839	.8
Total	84556	100.0	Total	111110	100.0