Table 2 Common features extracted from each of the six datasets.
No. | Name | Description | No. | Name | Description |
|---|---|---|---|---|---|
1 | src_ip | Source IP address | 42 | bwd_iat_tot | Total backward inter-arrival time |
2 | dst_ip | Destination IP address | 43 | bwd_iat_max | Maximum backward inter-arrival time |
3 | src_port | Source port number | 44 | bwd_iat_min | Minimum backward inter-arrival time |
4 | dst_port | Destination port number | 45 | bwd_iat_mean | Mean backward inter-arrival time |
5 | protocol | Protocol used | 46 | bwd_iat_std | Std deviation of backward IAT |
6 | timestamp | Timestamp of the flow | 47 | fwd_psh_flags | Forward push flags |
7 | flow_duration | Duration of the flow | 48 | bwd_psh_flags | Backward push flags |
8 | flow_byts_s | Flow bytes per second | 49 | fwd_urg_flags | Forward urgent flags |
9 | flow_pkts_s | Flow packets per second | 50 | bwd_urg_flags | Backward urgent flags |
10 | fwd_pkts_s | Forward packets per second | 51 | fin_flag_cnt | Count of FIN flags |
11 | bwd_pkts_s | Backward packets per second | 52 | syn_flag_cnt | Count of SYN flags |
12 | tot_fwd_pkts | Total forwarded packets | 53 | rst_flag_cnt | Count of RST flags |
13 | tot_bwd_pkts | Total backward packets | 54 | psh_flag_cnt | Count of PSH flags |
15 | totlen_fwd_pkts | Total length of forwarded packets | 55 | ack_flag_cnt | Count of ACK flags |
15 | totlen_bwd_pkts | Total length of backward packets | 56 | urg_flag_cnt | Count of URG flags |
16 | fwd_pkt_len_max | Max forward packet length | 57 | ece_flag_cnt | Count of ECE flags |
17 | fwd_pkt_len_min | Min forward packet length | 58 | down_up_ratio | Downstream to upstream ratio |
18 | fwd_pkt_len_mean | Mean forward packet length | 59 | pkt_size_avg | Average packet size |
19 | fwd_pkt_len_std | Std dev of forward packet length | 60 | init_fwd_win_byts | Initial forward window size |
20 | bwd_pkt_len_max | Max backward packet length | 61 | init_bwd_win_byts | Initial backward window size |
21 | bwd_pkt_len_min | Min backward packet length | 62 | active_max | Maximum active time |
22 | bwd_pkt_len_mean | Mean backward packet length | 63 | active_min | Minimum active time |
23 | bwd_pkt_len_std | Std dev of backward packet length | 64 | active_mean | Mean active time |
24 | pkt_len_max | Maximum packet length | 65 | active_std | Std dev of active time |
25 | pkt_len_min | Minimum packet length | 66 | idle_max | Maximum idle time |
26 | pkt_len_mean | Mean packet length | 67 | idle_min | Minimum idle time |
27 | pkt_len_std | Std dev of packet length | 68 | idle_mean | Mean idle time |
28 | pkt_len_var | Variance of packet length | 69 | idle_std | Std dev of idle time |
29 | fwd_header_len | Forward header length | 70 | fwd_byts_b_avg | Avg bytes bulk rate (fwd) |
30 | bwd_header_len | Backward header length | 71 | fwd_pkts_b_avg | Avg packets bulk rate (fwd) |
31 | fwd_seg_size_min | Min forward segment size | 72 | bwd_byts_b_avg | Avg bytes bulk rate (bwd) |
32 | fwd_act_data_pkts | Forward actual data pkts | 73 | bwd_pkts_b_avg | Avg packets bulk rate (bwd) |
34 | flow_iat_mean | Mean flow IAT | 74 | fwd_blk_rate_avg | Avg forward block rate |
35 | flow_iat_max | Max flow IAT | 75 | bwd_blk_rate_avg | Avg backward block rate |
36 | flow_iat_min | Min flow IAT | 76 | fwd_seg_size_avg | Avg forward segment size |
37 | flow_iat_std | Std dev of flow IAT | 77 | bwd_seg_size_avg | Avg backward segment size |
38 | fwd_iat_tot | Total forward IAT | 78 | cwe_flag_count | Count of CWE flags |
39 | fwd_iat_max | Max forward IAT | 79 | subflow_fwd_pkts | Subflow forward packets |
40 | fwd_iat_min | Min forward IAT | 80 | subflow_bwd_pkts | Subflow backward packets |
41 | fwd_iat_mean | Mean forward IAT | 81 | subflow_fwd_byts | Subflow forward bytes |
42 | fwd_iat_std | Std dev of forward IAT | 82 | subflow_bwd_byts | Subflow backward bytes |
