Table 1 The feature extracted from network traffic
From: Apply machine learning techniques to detect malicious network traffic in cloud computing
Features | Description |
|---|---|
S_MAC | Source MAC Address in the data link frame |
D_MAC | Destination MAC address in the data line frame |
S_IP | Source IP of the data packet |
S_PT | Source Port of the data packet |
D_IP | Destination IP of the data packet |
D_PT | Destination Port of the data packet |
IP_LEN | The length of the IP packet |
IP_HLEN | The IP header length of the IP packet |
TCP_HLEN | The TCP header length |
FR_LEN | The packet’s length includes the header and data identification for the current data in a packet |
IP_OFFS | The offset of the IP packet |
TCP_SEQ | Data location of the TCP segment |
TCP_ACK | Number of data received |