Datasets:
lacg030175
/
CIC-IoT-2023-full

Dataset card Data Studio Files
xet
 Community
1
Header_Length
float64
Protocol Type
int64
Time_To_Live
float64
Rate
float64
fin_flag_number
float64
syn_flag_number
float64
rst_flag_number
float64
psh_flag_number
float64
ack_flag_number
float64
ece_flag_number
float64
cwr_flag_number
float64
ack_count
float64
syn_count
float64
fin_count
float64
rst_count
float64
HTTP
float64
HTTPS
float64
DNS
float64
Telnet
float64
SMTP
float64
SSH
float64
IRC
float64
TCP
float64
UDP
float64
DHCP
float64
ARP
float64
ICMP
float64
IGMP
float64
IPv
float64
LLC
float64
Tot sum
float64
Min
float64
Max
float64
AVG
float64
Std
float64
Tot size
float64
IAT
float64
Number
float64
Variance
float64
Label
large_string
attack_class
large_string
label
int64
0
1
64
140,842.981867
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000007
100
0
DDoS-ICMP_Flood
DDoS
1
7.92
17
65.91
18,889.00698
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
0
0
0.01
0
1
1
6,010
60
70
60.1
1
60.1
0.000053
100
1
DoS-UDP_Flood
DoS
1
0.16
1
63.37
3,867.143647
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0.02
0
0
0.98
0
1
1
92,225
83
1,514
922.25
583.776167
922.25
0.000259
100
340,794.613636
DDoS-ICMP_Fragmentation
DDoS
1
0
1
64
11,540.567907
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000087
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
13,815.685629
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000072
100
0
DDoS-SYN_Flood
DDoS
1
8
17
64
38,462.209995
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000026
100
0
DoS-UDP_Flood
DoS
1
8
17
64
138,106.815937
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000007
100
0
DDoS-UDP_Flood
DDoS
1
8
17
64
11,255.04213
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
55,400
554
554
554
0
554
0.00009
100
0
Mirai-udpplain
Mirai
1
20
6
64
26,329.591965
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000038
100
0
DDoS-SynonymousIP_Flood
DDoS
1
7.92
17
63.94
16,390.402501
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0.99
0
0.01
0
0
0.99
0.99
6,114
60
174
61.14
11.4
61.14
0.000062
100
129.96
DDoS-UDP_Flood
DDoS
1
0
1
64
26,926.26308
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000037
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
65.91
27,420.920502
0
0.99
0.01
0
0.01
0
0
1
99
0
1
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000036
100
0
DoS-SYN_Flood
DoS
1
8
17
64
49,902.486615
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.00002
100
0
DDoS-UDP_Flood
DDoS
1
0
1
64
54,316.291116
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000018
100
0
DDoS-ICMP_Flood
DDoS
1
8
17
64
17,571.445329
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000057
100
0
DDoS-UDP_Flood
DDoS
1
9.68
17
63.91
6,797.679168
0
0
0
0.01
0.07
0
0
7
0
0
0
0
0.05
0
0
0
0
0
0.07
0.93
0
0
0
0
1
1
20,682
60
4,410
206.82
667.917378
206.82
0.000147
100
446,113.623838
DoS-UDP_Flood
DoS
1
8
17
64
5,998.461164
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
55,400
554
554
554
0
554
0.000167
100
0
Mirai-udpplain
Mirai
1
7.68
17
71.6
8,961.230638
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.96
0
0
0.04
0
1
1
17,062
70
1,392
170.62
124.694599
170.62
0.000112
100
15,548.74303
DoS-UDP_Flood
DoS
1
20
6
64
19,312.570218
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000052
100
0
DoS-TCP_Flood
DoS
1
20
6
64
4,253.340364
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000235
100
0
DDoS-SYN_Flood
DDoS
1
20
6
64
38,696.411108
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000036
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
11,599.612821
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000086
100
0
DDoS-SynonymousIP_Flood
DDoS
1
19.88
6
64.64
34,819.060269
0
0.99
0
0
0
0
0
0
99
0
0
0
0
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,162
60
222
61.62
16.2
61.62
0.000029
100
262.44
DDoS-SYN_Flood
DDoS
1
7.92
17
65.91
20,708.521773
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
0
0
0.01
0
1
1
6,010
60
70
60.1
1
60.1
0.000048
100
1
DDoS-UDP_Flood
DDoS
1
8.32
17
63.86
17,544.250638
0
0.01
0
0
0.01
0
0
1
1
0
0
0.01
0
0
0
0
0
0
0.01
0.99
0
0
0
0
1
1
6,014
60
74
60.14
1.4
60.14
0.000057
100
1.96
DoS-UDP_Flood
DoS
1
8
17
64
12,619.761704
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
16,200
162
162
162
0
162
0.000079
100
0
DoS-UDP_Flood
DoS
1
20
6
64
60,716.618413
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000016
100
0
DDoS-TCP_Flood
DDoS
1
0
1
64
51,704.930966
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000019
100
0
DDoS-ICMP_Flood
DDoS
1
8.24
17
63.95
49,677.887007
0
0
0
0
0.01
0
0
1
0
0
0
0
0.01
0
0
0
0
0
0.01
0.99
0
0
0
0
1
1
6,006
60
66
60.06
0.6
60.06
0.00002
100
0.36
DDoS-UDP_Flood
DDoS
1
4.12
17
62.26
549.486777
0
0
0
0.01
0.02
0
0
2
0
0
0
0
0.01
0
0
0
0
0
0.02
0.45
0
0.08
0
0
0.92
0.92
85,089
60
1,514
850.89
608.796675
850.89
0.00182
100
370,633.391818
DDoS-UDP_Fragmentation
DDoS
1
20
6
64
41,425.224691
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000024
100
0
DDoS-SYN_Flood
DDoS
1
20
6
64
63,976.57108
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000016
100
0
DDoS-SYN_Flood
DDoS
1
8
17
64
26,489.225717
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000038
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
9,158.468895
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000109
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
1
64
43,124.655562
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000023
100
0
DDoS-ICMP_Flood
DDoS
1
0
1
64
123,616.386678
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000008
100
0
DDoS-ICMP_Flood
DDoS
1
0.16
47
63.82
1,412.252099
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
1
1
58,209
95
592
582.09
69.719799
582.09
0.000709
100
4,860.850404
Mirai-greeth_flood
Mirai
1
8
17
64
5,790.758101
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
55,400
554
554
554
0
554
0.000174
100
0
Mirai-udpplain
Mirai
1
20.24
6
64
47,063.554758
0.01
0.98
0
0
0.02
0
0
2
98
1
0
0.02
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,012
60
66
60.12
0.844232
60.12
0.000028
100
0.712727
DDoS-SYN_Flood
DDoS
1
15.6
6
92.8
77.650727
0
0
0
0.4
0.5
0
0
5
0
0
0
0
0.2
0.3
0
0
0
0
0.5
0.4
0
0.1
0
0
0.9
0.9
1,545
60
341
154.5
89.200461
154.5
0.014988
10
7,956.722222
BenignTraffic
Benign
0
20
6
64
26,953.948975
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000037
100
0
DDoS-TCP_Flood
DDoS
1
20
6
64
26,449.136083
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.01
0.01
0.01
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000038
100
0
DoS-TCP_Flood
DoS
1
20
6
64
30,532.896557
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000033
100
0
DDoS-TCP_Flood
DDoS
1
8
17
64
35,815.079839
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000028
100
0
DDoS-UDP_Flood
DDoS
1
8
17
64
27,116.007241
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000037
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
52,911.618519
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000019
100
0
DDoS-TCP_Flood
DDoS
1
0.8
47
62.08
1,082.733536
0
0.02
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0.02
0
0
0.03
0
0
0.97
0.97
55,238
60
578
552.38
112.248172
552.38
0.000925
100
12,599.652121
Mirai-greip_flood
Mirai
1
0.2
47
65.68
9,940.286764
0
0
0
0.01
0.01
0
0
1
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
1
1
58,731
123
592
587.31
46.9
587.31
0.000101
100
2,199.61
Mirai-greeth_flood
Mirai
1
0.08
1
65.27
1,697.191784
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0.01
0.98
0
0.99
0.99
92,214
60
1,514
922.14
583.969714
922.14
0.00059
100
341,020.626667
DDoS-ICMP_Fragmentation
DDoS
1
20
6
64
36,602.705297
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000027
100
0
DDoS-TCP_Flood
DDoS
1
19.8
6
63.36
7,644.632377
0
0.99
0
0
0
0
0
0
99
0
0
0.99
0
0
0
0
0
0
0.99
0
0
0.01
0
0
0.99
0.99
6,000
60
60
60
0
60
0.000131
100
0
DDoS-SYN_Flood
DDoS
1
0
1
64
2,790.565724
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
93,800
362
1,514
938
578.901782
938
0.000358
100
335,127.272727
DDoS-ICMP_Fragmentation
DDoS
1
20
6
64
49,554.63138
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.00002
100
0
DoS-SYN_Flood
DoS
1
7.76
17
69.73
26,405.842357
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.97
0
0
0.03
0
1
1
6,030
60
70
60.3
1.714466
60.3
0.000038
100
2.939394
DoS-UDP_Flood
DoS
1
20
6
64
20,571.40615
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000049
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
27,978.813955
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000036
100
0
DoS-TCP_Flood
DoS
1
20
6
64
44,806.153189
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000023
100
0
DDoS-TCP_Flood
DDoS
1
8
17
64
30,720.750018
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000033
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
39,730.074832
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000025
100
0
DDoS-SynonymousIP_Flood
DDoS
1
32
6
64
384,798.53211
0
0
0
0
1
0
0
10
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
660
66
66
66
0
66
0.000003
10
0
MITM-ArpSpoofing
Spoofing
1
8
17
64
26,976.485722
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000037
100
0
DoS-UDP_Flood
DoS
1
8
17
64
32,458.628695
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
18,200
182
182
182
0
182
0.000031
100
0
DoS-UDP_Flood
DoS
1
0
1
63.36
42,358.149869
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0.99
0
0.99
0.99
6,000
60
60
60
0
60
0.000024
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
13,635.135399
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000073
100
0
DoS-TCP_Flood
DoS
1
0.64
1
62.72
10,669.000076
0
0
0
0.01
0.02
0
0
2
0
0
0
0
0.02
0
0
0
0
0
0.02
0
0
0.02
0.96
0
0.98
0.98
6,263
60
317
62.63
25.700943
62.63
0.000094
100
660.538485
DDoS-ICMP_Flood
DDoS
1
8
17
64
27,189.835343
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000037
100
0
DDoS-UDP_Flood
DDoS
1
24
6
47.8
19,765.805844
0
1
0
0
0
0
0
0
10
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
600
60
60
60
0
60
0.000051
10
0
Recon-OSScan
Recon
1
20
6
64
20,517.066967
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000049
100
0
DoS-TCP_Flood
DoS
1
20
6
64
25,860.435292
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000039
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
32,042.047364
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000031
100
0
DoS-TCP_Flood
DoS
1
8.32
17
63.88
35,148.780692
0
0.01
0
0
0.01
0
0
1
1
0
0
0
0.01
0
0
0
0
0
0.01
0.99
0
0
0
0
1
1
6,014
60
74
60.14
1.4
60.14
0.000028
100
1.96
DDoS-UDP_Flood
DDoS
1
8.28
17
67.59
2,065.864482
0.01
0.01
0
0.01
0.02
0
0
2
1
1
0
0
0.01
0
0
0
0
0
0.02
0.98
0
0
0
0
1
1
54,613
60
554
546.13
57.180497
546.13
0.000484
100
3,269.609192
Mirai-udpplain
Mirai
1
23.2
6
94
76.231105
0.1
0.2
0
0.1
0.5
0
0
5
2
1
0
0.4
0.2
0.1
0
0
0
0
0.6
0.3
0
0.1
0
0
0.9
0.9
1,182
60
262
118.2
81.750025
118.2
0.013181
10
6,683.066667
Recon-PortScan
Recon
1
20
6
64
41,876.038339
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000024
100
0
DoS-TCP_Flood
DoS
1
8
17
64
7,849.944789
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000127
100
0
DDoS-UDP_Flood
DDoS
1
20.12
6
64
27,572.337628
0.01
0.99
0
0.01
0.01
0
0
1
99
1
0
0
0.99
0
0
0
0
0
1
0
0
0
0
0
1
1
7,306
60
1,366
73.06
130.6
73.06
0.000036
100
17,056.36
DDoS-SynonymousIP_Flood
DDoS
1
19.88
6
64.64
12,530.035251
0
0.99
0
0
0
0
0
0
99
0
0
0
0
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,026
60
86
60.26
2.6
60.26
0.00008
100
6.76
DDoS-SYN_Flood
DDoS
1
8
17
64
21,322.271364
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000051
100
0
DoS-UDP_Flood
DoS
1
20
6
64
33,500.830671
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.00003
100
0
DDoS-TCP_Flood
DDoS
1
20
6
64
41,892.768678
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000024
100
0
DDoS-SYN_Flood
DDoS
1
20
6
64
17,883.107359
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000056
100
0
DDoS-TCP_Flood
DDoS
1
19.88
6
64
26,546.227848
0
0.99
0
0
0
0
0
0
99
0
0
0
0
0
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,114
60
174
61.14
11.4
61.14
0.000038
100
129.96
DoS-SYN_Flood
DoS
1
20
6
64
41,306.913532
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000024
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
47
64
2,592.421086
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
57,800
578
578
578
0
578
0.000398
100
0
Mirai-greip_flood
Mirai
1
8
17
64
52,167.960199
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000026
100
0
DDoS-UDP_Flood
DDoS
1
8.16
17
65.91
24,856.607799
0
0.01
0
0
0
0
0
0
1
0
0
0
0.01
0
0
0
0
0
0.01
0.99
0
0
0
0
1
1
18,078
60
182
180.78
12.2
180.78
0.00004
100
148.84
DoS-UDP_Flood
DoS
1
20
6
64
56,918.224997
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000018
100
0
DDoS-TCP_Flood
DDoS
1
8
17
64
20,100.177313
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,000
60
60
60
0
60
0.00005
100
0
DoS-UDP_Flood
DoS
1
20
6
64
53,649.322077
0
1
0
0
0
0
0
0
100
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000019
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
47
64
5,897.917458
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
57,800
578
578
578
0
578
0.00017
100
0
Mirai-greip_flood
Mirai
1
20
6
64
30,030.09952
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000033
100
0
DoS-TCP_Flood
DoS
1
20
6
64
30,331.964131
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000033
100
0
DDoS-SYN_Flood
DDoS
1
20
6
64
4,944.597175
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000204
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
1
64
119,190.224496
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000008
100
0
DDoS-ICMP_Flood
DDoS
1
0
1
65.91
24,900.878651
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.00004
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
27,433.475047
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000036
100
0
DDoS-SynonymousIP_Flood
DDoS
1
8
17
67.82
13,163.143359
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
6,324
60
230
63.24
22.822601
63.24
0.000076
100
520.871111
DDoS-UDP_Flood
DDoS
1
0
1
64
48,731.311723
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000021
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
23,212.706846
0
1
0
0
0
0
0
0
100
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000045
100
0
DDoS-SYN_Flood
DDoS
1
0
1
64
20,387.420405
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
6,000
60
60
60
0
60
0.000049
100
0
DDoS-ICMP_Flood
DDoS
1