A DDoS Attack Detection Method Based on SVM in Software Defined Network

Table 2

The experimental results of three kinds of attacks.

	TCP			UDP			ICMP
Packets size	200	600	1000	200	600	1000	200	600	1000
Detection accuracy rate	95.24%	100%	95.24%	95.24%	95.24%	95.24%	90.48%	95.24%	95.24%
Average	96.83%			95.24%			93.65%
Average detection accuracy rate	95.24%
False alarm rate	0.0%	0.0%	0.0%	2.7%	0.0%	0.0%	5.88%	0.0%	2.77%
Average	0.0%			0.9%			2.88%
Average false alarm rate	1.26%