Research Article
Botnet Detection Using Support Vector Machines with Artificial Fish Swarm Algorithm
Table 1
Features of the botnet dataset.
| | Feature number | Feature name | Feature content |
| | Total_count | The number of different destination IP address. | | Source_conut | The number of different source IP address. | | Port_count | The number of different port. | | Low_port | The lowest port number. | | High_port | The highest port number. | | TCP_count | The number of different TCP servers | | UDP_count | The number of different UDP servers | | ICMP_count | The number of different ICMP servers | | AvgLength | Average length of packets | | StddevLength | The standard deviation of packet length. | | Time_Regulartiy | The time regularity of packet sending. | | Info_Char | The ASCII content of packets |
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