An Efficient Method for Online Detection of DRDoS Attacks on UDP-Based Services in SDN Using Machine Learning Algorithms
Table 4
Selected features in the proposed method. The average importance of each attribute in the proposed method as obtained by the learning algorithms is presented in Figure 7.
Number
Features
1
Total requested packets
2
Total response packets
3
Total volume of requested packets
4
Total volume of response packets
5
Maximum volume of response packet
6
Minimum volume of response packet
7
Average volume of response packets
8
Standard deviation of the volume of response packets
