[Retracted] Cyber Security against Intrusion Detection Using Ensemble-Based Approaches

Table 2

Number of features.

No	Feature name
1	Bwd IAT std
2	Bwd IAT max
3	Bwd IAT min
4	Fwd PSH flags
5	Total length of fwd packets
6	Total length of bwd packets
7	Fwd packet length max
8	Fwd packet length min
9	Fwd packet length mean
10	Fwd packet length std
11	Bwd packet length max
12	Bwd packet length min
13	Bwd packet length mean
14	Bwd packet length std
15	Init_Win_bytes_forward
16	Init_Win_bytes_backward
17	act_data_pkt_fwd
18	min_seg_size_forward
19	Active mean
20	Active std
21	Active max
22	Active min
23	Idle mean
24	Idle std
25	Idle max
26	Idle min
27	Flow Bytes/s
28	Flow Packets/s
29	Flow IAT mean
30	Flow IAT std
31	Bwd PSH flags
32	Fwd URG flags
33	Bwd URG flags
34	Fwd header len
35	Bwd header length
36	Fwd packets/s
37	Bwd packets/s
38	Min packet length
39	Max packet length
40	Packet length mean
41	Packet length std
42	Packet length variance
43	FIN flag count
44	SYN flag count
45	Destination port
46	Flow duration
47	Total fwd packets
48	Total backward packets
49	URG flag count
50	CWE flag count
51	Flow IAT max
52	Average packet size
53	AvgFwd segment size
54	AvgBwd segment size
55	Fwd header length
56	FwdAvg bytes/bulk
57	FwdAvg packets/bulk
58	FwdAvg bulk rate
59	BwdAvg bytes/bulk
60	BwdAvg packets/bulk
61	BwdAvg bulk rate
62	SubflowFwd packets
63	SubflowFwd bytes
64	SubflowBwd packets
65	SubflowBwd bytes
66	RST flag count
67	PSH flag count
68	ACK flag count
69	Flow IAT min
70	Fwd IAT total
71	Fwd IAT mean
72	Fwd IAT std
73	Fwd IAT max
74	Fwd IAT min
75	ECE flag count
76	Down/up ratio
77	Bwd IAT total
78	Bwd IAT mean