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
20
6
64.58
39,401.63457
0.01
0
0
0
0.01
0
0
1
0
1
0
0
0.01
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,206
60
260
62.06
20.002939
62.06
0.000027
100
400.117576
DDoS-TCP_Flood
DDoS
1
20
6
64
32,029.812906
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
20
6
64
53,615.032596
0
0.98
0.02
0
0
0
0
0
98
0
2
0
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-SYN_Flood
DDoS
1
20
6
64
5,120.87515
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
0.000195
100
0
DDoS-SYN_Flood
DDoS
1
8
17
64
30,486.291612
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
0.000061
100
0
DoS-UDP_Flood
DoS
1
0
1
64
37,580.001792
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
0.000027
100
0
DDoS-ICMP_Flood
DDoS
1
0
47
64
6,508.346652
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
0.000155
100
0
Mirai-greip_flood
Mirai
1
8
17
64
40,079.350215
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
0.000025
100
0
DDoS-UDP_Flood
DDoS
1
20.12
6
65.91
27,639.565074
0
0.97
0.02
0.01
0.02
0
0
2
97
0
2
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,728
60
788
67.28
72.8
67.28
0.000036
100
5,299.84
DoS-SYN_Flood
DoS
1
19.8
6
63.36
32,010.257193
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
0
0.99
0.99
6,000
60
60
60
0
60
0.000031
100
0
DDoS-TCP_Flood
DDoS
1
20
6
64
27,963.890926
0
0.98
0.02
0
0
0
0
0
98
0
2
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
20
6
64
23,912.793615
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
0.000042
100
0
DDoS-TCP_Flood
DDoS
1
20.36
6
70.94
27,539.750492
0
0.96
0.01
0.01
0.04
0
0
4
96
0
1
0
0.02
0
0
0
0
0
1
0
0
0
0
0
1
1
6,196
60
244
61.96
18.407245
61.96
0.000036
100
338.826667
DoS-SYN_Flood
DoS
1
8
17
64
3,900.444511
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
0.000257
100
0
DDoS-UDP_Flood
DDoS
1
8
17
64
27,494.618158
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
0.000036
100
0
DoS-UDP_Flood
DoS
1
20
6
64
39,002.268923
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
0.000026
100
0
DDoS-SYN_Flood
DDoS
1
7.84
17
67.82
29,568.586535
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
0
0
0.02
0
1
1
6,020
60
70
60.2
1.407053
60.2
0.000034
100
1.979798
DoS-UDP_Flood
DoS
1
0
1
64
34,247.603495
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
0.000029
100
0
DDoS-ICMP_Flood
DDoS
1
8.24
17
64
11,755.006866
0
0
0
0.01
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
55,506
554
660
555.06
10.6
555.06
0.000085
100
112.36
Mirai-udpplain
Mirai
1
20
6
64
98,250.269384
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
0.00001
100
0
DDoS-TCP_Flood
DDoS
1
20
6
64
7,683.4234
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
0.000133
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
27,754.790895
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
DDoS-TCP_Flood
DDoS
1
0.08
47
63.91
7,742.996917
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
1
1
58,698
90
592
586.98
50.2
586.98
0.000132
100
2,520.04
Mirai-greeth_flood
Mirai
1
8
17
64
21,065.260409
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
0.000047
100
0
DDoS-UDP_Flood
DDoS
1
16
6
118.8
14.438845
0
0
0
0.1
0.4
0
0
4
0
0
0
0
0.4
0
0
0
0
0
0.4
0.4
0
0.1
0.1
0
0.9
0.9
1,165
43
214
116.5
72.605861
116.5
0.071738
10
5,271.611111
DNS_Spoofing
Spoofing
1
8
17
64
30,055.922608
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
DoS-UDP_Flood
DoS
1
20
6
64
25,375.425011
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
0.000039
100
0
DoS-TCP_Flood
DoS
1
0.08
1
65.91
24,943.823967
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0.99
0
1
1
6,017
60
77
60.17
1.7
60.17
0.00004
100
2.89
DDoS-ICMP_Flood
DDoS
1
0
1
64
11,177.061238
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
0.000089
100
0
DDoS-ICMP_Flood
DDoS
1
20.12
6
65.54
8,325.004962
0
0
0.31
0.01
0.33
0
0
33
0
0
31
0.98
0.02
0
0
0
0
0
1
0
0
0
0
0
1
1
6,051
60
105
60.51
4.533812
60.51
0.00012
100
20.555455
DoS-TCP_Flood
DoS
1
20
6
64
42,031.305742
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
20.08
6
64
3,250.566909
0
0.99
0
0
0.01
0
0
1
99
0
0
0
0
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,048
60
94
60.48
3.663856
60.48
0.000308
100
13.423838
DoS-SYN_Flood
DoS
1
8
17
64
5,666.982827
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
0.000176
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
49,583.922449
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
0.00002
100
0
DDoS-TCP_Flood
DDoS
1
19.88
6
64
21,150.239524
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
6,000
60
60
60
0
60
0.000047
100
0
DoS-SYN_Flood
DoS
1
20
6
64
38,490.446912
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
0.000026
100
0
DDoS-TCP_Flood
DDoS
1
8
17
64
44,763.116329
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
0.000022
100
0
DDoS-UDP_Flood
DDoS
1
0
1
64
45,085.499301
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
0.000022
100
0
DDoS-ICMP_Flood
DDoS
1
8
17
64
4,415.800556
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
0.000226
100
0
Mirai-udpplain
Mirai
1
8
17
64
35,261.067675
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
6.8
17
92.65
30,166.168009
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.85
0
0
0.15
0
1
1
6,150
60
70
61.5
3.588703
61.5
0.000033
100
12.878788
DoS-UDP_Flood
DoS
1
19.68
6
65.87
19,766.737358
0
0.98
0
0
0
0
0
0
98
0
0
0
0
0.01
0
0
0
0
0.98
0.01
0
0
0.01
0
1
1
6,217
60
239
62.17
18.261321
62.17
0.000051
100
333.475859
DDoS-SynonymousIP_Flood
DDoS
1
19.88
6
64
37,061.977556
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,029
60
89
60.29
2.9
60.29
0.000027
100
8.41
DDoS-TCP_Flood
DDoS
1
20
6
64
13,338.964508
0
1
0
0
0
0
0
0
100
0
0
0
1
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000075
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
1
64
66,355.0704
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
0.000015
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
31,835.324478
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
0.000031
100
0
DDoS-SYN_Flood
DDoS
1
20
6
64
27,839.532723
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
DoS-SYN_Flood
DoS
1
20
6
64
4,795.463276
0
0.98
0.02
0
0.02
0
0
2
98
0
2
0
0
0
0
0
0
0
1
0
0
0
0
0
1
1
6,000
60
60
60
0
60
0.000209
100
0
DDoS-SYN_Flood
DDoS
1
0
1
64
17,463.896407
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
0.000057
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
58,310.913388
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
0.000017
100
0
DDoS-TCP_Flood
DDoS
1
0
47
64
4,561.009134
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
59,200
592
592
592
0
592
0.000221
100
0
Mirai-greeth_flood
Mirai
1
20
6
64
27,411.960003
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
7.44
17
77.37
12,961.784975
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.93
0
0
0.07
0
1
1
6,070
60
70
60.7
2.564324
60.7
0.000077
100
6.575758
DDoS-UDP_Flood
DDoS
1
8
17
64
24,224.927804
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
0.000041
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
45,580.352097
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
0.000022
100
0
DDoS-TCP_Flood
DDoS
1
8
17
63.84
25,914.760581
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
6,192
60
252
61.92
19.2
61.92
0.000039
100
368.64
DDoS-UDP_Flood
DDoS
1
8
17
64
12,950.179079
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
0.000077
100
0
DDoS-UDP_Flood
DDoS
1
8
17
64
23,163.991826
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
0.000043
100
0
DDoS-UDP_Flood
DDoS
1
28
6
139.6
229.353602
0
0.1
0
0.1
0.8
0
0
8
1
0
0
0.1
0.7
0.2
0
0
0
0
0.8
0.2
0
0
0
0
1
1
979
66
317
97.9
78.00349
97.9
0.004422
10
6,084.544444
BenignTraffic
Benign
0
8
17
64
44,882.867844
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
0.000022
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
15,033.34767
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
0.000067
100
0
DDoS-SYN_Flood
DDoS
1
0
1
64
33,146.072388
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
0.00003
100
0
DDoS-ICMP_Flood
DDoS
1
0
47
63.36
3,790.638867
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0.99
0.99
57,282
60
578
572.82
51.8
572.82
0.000265
100
2,683.24
Mirai-greip_flood
Mirai
1
0
47
64
5,357.325874
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
59,200
592
592
592
0
592
0.000188
100
0
Mirai-greeth_flood
Mirai
1
20
6
64
25,906.757258
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-SYN_Flood
DDoS
1
20
6
64
7,660.549386
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
0.000131
100
0
DDoS-SYN_Flood
DDoS
1
8
17
64
25,953.245467
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
0.00004
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
22,629.101699
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
0.000044
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
37,596.844747
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
0.000027
100
0
DDoS-SynonymousIP_Flood
DDoS
1
20
6
64
97,473.948408
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
0.00001
100
0
DDoS-SYN_Flood
DDoS
1
8
17
64
5,751.688768
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
0.000174
100
0
DDoS-UDP_Flood
DDoS
1
20
6
64
11,752.042589
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
0.000085
100
0
DoS-SYN_Flood
DoS
1
0
1
64
53,471.494136
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
20.8
6
63.85
6,255.860156
0
0.85
0.14
0
0.23
0
0
23
85
0
14
0
0
0
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,038
60
98
60.38
3.8
60.38
0.00016
100
14.44
DDoS-SYN_Flood
DDoS
1
20
6
64
26,131.107096
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
0.000038
100
0
DDoS-SynonymousIP_Flood
DDoS
1
0
1
64
66,660.902734
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
0.000015
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
30,049.462674
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
8
17
64
37,806.958716
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
20
6
64
33,301.341802
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
0.00003
100
0
DoS-SYN_Flood
DoS
1
7.92
17
63.36
2,669.083134
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
0
0.01
0
0
0.99
0.99
54,906
60
554
549.06
49.4
549.06
0.000375
100
2,440.36
Mirai-udpplain
Mirai
1
19.8
6
63.36
36,257.814661
0
0.99
0
0
0
0
0
0
99
0
0
0
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
0.000028
100
0
DDoS-SYN_Flood
DDoS
1
0
1
64
13,105.971315
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
0.000076
100
0
DDoS-ICMP_Flood
DDoS
1
20
6
64
37,190.140096
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
DoS-TCP_Flood
DoS
1
8
17
64
8,292.579924
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
0.000121
100
0
Mirai-udpplain
Mirai
1
3.12
1
61.85
2,761.681646
0.01
0.01
0
0.01
0.08
0
0
8
1
1
0
0.02
0.02
0.02
0
0
0
0
0.09
0.02
0
0.07
0.82
0
0.93
0.93
78,668
60
1,514
786.68
618.044356
786.68
0.000499
100
381,978.825859
DDoS-ICMP_Fragmentation
DDoS
1
8
17
64
45,368.35046
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
0.000022
100
0
DDoS-UDP_Flood
DDoS
1
19.8
6
63.36
26,967.813284
0
0.99
0
0
0
0
0
0
99
0
0
0
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
0.000037
100
0
DDoS-SynonymousIP_Flood
DDoS
1
19.88
6
65.91
38,653.617178
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,154
60
214
61.54
15.4
61.54
0.000026
100
237.16
DoS-TCP_Flood
DoS
1
20
6
64
40,438.71963
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
0.000025
100
0
DDoS-TCP_Flood
DDoS
1
8
17
64
33,827.760303
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
0.00003
100
0
DoS-UDP_Flood
DoS
1
20
6
64
21,715.267926
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
0.000046
100
0
DDoS-SYN_Flood
DDoS
1
24
6
64
10,874.524242
0
1
0
0
1
0
0
100
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
0.000092
100
0
DoS-SYN_Flood
DoS
1
8
17
64
39,524.161327
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
0.000025
100
0
DDoS-UDP_Flood
DDoS
1
0
1
64
29,514.488776
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
0.000034
100
0
DDoS-ICMP_Flood
DDoS
1
8.2
17
68.11
1,434.577867
0
0
0
0
0.02
0
0
2
0
0
0
0
0.01
0.01
0
0
0
0
0.02
0.96
0
0.02
0
0
0.98
0.98
54,537
60
1,514
545.37
133.403819
545.37
0.000697
100
17,796.578889
Mirai-udpplain
Mirai
1
10.28
17
82.48
3,257.635939
0
0
0
0
0.1
0
0
10
0
0
0
0
0.1
0.02
0
0
0
0
0.1
0.9
0
0
0
0
1
1
15,186
60
174
151.86
29.611975
151.86
0.000307
100
876.869091
DoS-UDP_Flood
DoS
1
0
1
64
21,231.607188
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
0.000047
100
0
DDoS-ICMP_Flood
DDoS
1
8
17
64
31,514.7945
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
0.000032
100
0
DDoS-UDP_Flood
DDoS
1
7.84
17
67.82
13,627.604133
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0.98
0
0
0.02
0
1
1
6,020
60
70
60.2
1.407053
60.2
0.000073
100
1.979798
DDoS-UDP_Flood
DDoS
1
20.12
6
64.64
23,244.8681
0
0
0
0.01
0.02
0
0
2
0
0
0
0
0.02
0.01
0
0
0
0
0.99
0.01
0
0
0
0
1
1
6,318
60
317
63.18
26.227205
63.18
0.000043
100
687.866263
DoS-TCP_Flood
DoS
1