flow_duration
float64
0
263k
Header_Length
float64
0
9.91M
Protocol Type
float64
0
47
Duration
float64
0
255
Rate
float64
0
8.39M
Srate
float64
0
8.39M
Drate
float64
0
29.7
fin_flag_number
float64
0
1
syn_flag_number
float64
0
1
rst_flag_number
float64
0
1
psh_flag_number
float64
0
1
ack_flag_number
float64
0
1
ece_flag_number
float64
0
1
cwr_flag_number
float64
0
1
ack_count
float64
0
7.4
syn_count
float64
0
12.9
fin_count
float64
0
248
urg_count
float64
0
4.4k
rst_count
float64
0
9.61k
HTTP
float64
0
1
HTTPS
float64
0
1
DNS
float64
0
1
Telnet
float64
0
1
SMTP
float64
0
1
SSH
float64
0
1
IRC
float64
0
1
TCP
float64
0
1
UDP
float64
0
1
DHCP
float64
0
1
ARP
float64
0
1
ICMP
float64
0
1
IPv
float64
0
1
LLC
float64
0
1
Tot sum
float64
42
127k
Min
float64
42
7.31k
Max
float64
42
49k
AVG
float64
42
11.6k
Std
float64
0
12.4k
Tot size
float64
42
13.1k
IAT
float64
0
168M
Number
float64
1
15
Magnitue
float64
9.17
145
Radius
float64
0
17.6k
Covariance
float64
0
155M
Variance
float64
0
1
Weight
float64
1
245
label
stringclasses
8 values
__index_level_0__
int64
0
451k
0
55.6
6.11
65.91
35.794296
35.794296
0
0
1
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
578.2
54
65.2
54.668169
2.647427
55.6
83,093,111.306888
9.5
10.45433
3.756138
101.042676
0.07
141.55
DDoS
600
0.078124
25,005
17
64
7,791.663243
7,791.663243
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,102,802.839866
9.5
10
0
0
0
141.55
DDoS
601
0.02142
23,512.5
16.84
64
21,940.858509
21,940.858509
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
534.2
50
59.2
50.499125
2.082874
52.3
83,102,394.544647
9.5
10.047672
2.963037
109.796833
0.04
141.55
DDoS
602
0
54
6
64
9.67301
9.67301
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,876.670982
9.5
10.392305
0
0
0
141.55
DDoS
603
0
0
1
64
0
0
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
1
441
42
42
42
0
42
83,128,377.87011
9.5
9.165151
0
0
0
141.55
DDoS
604
0
54
6
64
28.876249
28.876249
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,724.924748
9.5
10.392305
0
0
0
141.55
DDoS
605
0
54
6
64
1.351644
1.351644
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,809.121955
9.5
10.392305
0
0
0
141.55
DDoS
606
0
54
6
64
25.333124
25.333124
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,093,133.612731
9.5
10.392305
0
0
0
141.55
DDoS
607
0
55.76
6.11
65.91
60.732114
60.732114
0
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
586.36
54
73.36
55.353038
4.901559
55.76
83,033,547.464353
9.5
10.515972
6.945172
221.397053
0.11
141.55
DDoS
608
0
54
6
64
3.185914
3.185914
0
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
567
54
54
54
0
54
83,071,999.866368
9.5
10.392305
0
0
0
141.55
DDoS
609
0
54
6
64
10.849812
10.849812
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,258.083788
9.5
10.392305
0
0
0
141.55
DDoS
610
0.62378
74.52
6
64
1.219568
1.219568
0
0
1
0
0
0
0
0
0
1.38
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,203.883665
9.5
10.392305
0
0
0
141.55
DDoS
611
0
55.76
6.11
71.64
102.470048
102.470048
0
0
0
0
1
1
0
0
0
0
0.03
0.96
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
589.88
54
76.88
55.768593
6.036739
55.76
83,314,428.178043
9.5
10.552704
8.550559
285.870633
0.13
141.55
DDoS
612
0
54
6
64
16.045079
16.045079
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,475.832038
9.5
10.392305
0
0
0
141.55
DDoS
613
1.327034
69.12
6
64
0.422882
0.422882
0
0
1
0
0
0
0
0
0
1.28
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,446.738912
9.5
10.392305
0
0
0
141.55
DDoS
614
0.348437
108
6
64
5.739932
5.739932
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,980.930648
9.5
10.392305
0
0
0
141.55
DDoS
615
0.03992
75.55
6
64
1.864964
1.864964
0
0
0
0
0
0
0
0
0
0.01
0
0.01
0.06
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.68
54
55.68
54.137729
0.453587
54.12
82,943,418.541223
9.5
10.405522
0.642377
1.505271
0.14
141.55
DoS
616
13.388329
436.35
5.94
67.18
1.812897
1.812897
0
0
0
0
0
1
0
0
0.02
1.35
0.04
0.1
5.67
1
0
0
0
0
0
0
1
0
0
0
0
1
1
913.01
76.07
195.31
94.893602
36.295144
81.48
83,391,803.83771
9.5
13.504425
51.358697
4,813.657623
0.78
141.55
DDoS
617
0
54
6
64
1.589062
1.589062
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,221.643775
9.5
10.392305
0
0
0
141.55
DDoS
618
0.001908
3,686
16.52
69.73
42,628.754367
42,628.754367
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
532.6
50
55
50.584279
1.553352
50.6
83,016,466.208265
9.5
10.057781
2.200235
10.054678
0.25
141.55
DoS
619
2.216621
114.48
6
64
0.747873
0.747873
0
0
1
0
0
0
0
0
0
2.12
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,983.616599
9.5
10.392305
0
0
0
141.55
DDoS
620
0
54
6
64
29.964023
29.964023
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,332,026.864817
9.5
10.392305
0
0
0
141.55
DDoS
621
5.448339
2,071,578.5
6
63.5
2,608.309776
2,608.309776
0
0
0
0
0
1
0
0
0
1.8
0
293.3
1,657.1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
363
66
66
66
0
66
0.001368
5.5
11.489125
0
0
0
38.5
Spoofing
622
0
0
0.99
63.36
40.866414
40.866414
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
1
441.72
42
42.72
42.039062
0.163008
42.18
83,127,803.985813
9.5
9.16944
0.23189
0.67248
0.04
141.55
DDoS
623
5.693754
108
6
64
0.351262
0.351262
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,094,149.908879
9.5
10.392305
0
0
0
141.55
DDoS
624
4.596516
108
6
64
0.435112
0.435112
0
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
567
54
54
54
0
54
82,946,614.223185
9.5
10.392305
0
0
0
141.55
DoS
625
0
54
6
64
28.081937
28.081937
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,340.175357
9.5
10.392305
0
0
0
141.55
DDoS
626
5.846333
8,881,185
6
64
1,262.244124
1,262.244124
0
0
0
0
0
1
0
0
0
0
0
2,767
7,379.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
473
86
86
86
0
86
0.000003
5.5
13.114877
0
0
0
38.5
Spoofing
627
0.818256
118.8
6
64
2.921974
2.921974
0
0
1
0
0
0
0
0
0
2.2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,504.217487
9.5
10.392305
0
0
0
141.55
DDoS
628
0
0
1
64
3.408358
3.408358
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
1
441
42
42
42
0
42
83,150,314.949902
9.5
9.165151
0
0
0
141.55
DDoS
629
0
0
1
64
1.570604
1.570604
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
1
441
42
42
42
0
42
83,482,387.958462
9.5
9.165151
0
0
0
141.55
DDoS
630
0.377621
118.66
6
65.69
4.919617
4.919617
0
0
1
0
0
0
0
0
0
2.19
0
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.8
54
55.8
54.115572
0.439499
54.2
83,362,084.912548
9.5
10.403409
0.62306
2.168371
0.09
141.55
DDoS
631
0
54
6
64
19.5261
19.5261
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,807.646882
9.5
10.392305
0
0
0
141.55
DDoS
632
0.000011
97.5
7.1
64
5,394.051144
5,394.051144
0
0
1
0
0
0
0
0
0
0.9
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
680.69
56.45
122.89
66.630457
21.938194
67.6
83,093,492.569263
9.5
11.356047
31.07598
1,876.308591
0.28
141.55
DDoS
633
0.078753
44,825
17
64
11,397.651268
11,397.651268
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,028,439.989374
9.5
10
0
0
0
141.55
DoS
634
0
53.46
5.94
67.18
2.855003
2.855003
0
0
0
0
1
1
0
0
0
0
0.02
0.97
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.36
54
54.36
54.020771
0.083826
54.06
83,331,788.034895
9.5
10.394315
0.119002
0.118214
0.06
141.55
DDoS
635
0
54
6
64
2.256542
2.256542
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,042.535969
9.5
10.392305
0
0
0
141.55
DDoS
636
0
54
6
64
1.11291
1.11291
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,064.165132
9.5
10.392305
0
0
0
141.55
DDoS
637
0
54
6
64
2.152815
2.152815
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,691.616805
9.5
10.392305
0
0
0
141.55
DDoS
638
0
54
6
64
3.947592
3.947592
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,173.439226
9.5
10.392305
0
0
0
141.55
DDoS
639
0
54
6
64
24.960078
24.960078
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,900.019712
9.5
10.392305
0
0
0
141.55
DoS
640
0.071969
37,171.5
16.84
64
10,226.851719
10,226.851719
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
530.6
50.28
55.6
51.007367
1.667956
50.28
83,101,813.740496
9.5
10.095566
2.360966
15.710873
0.19
141.55
DDoS
641
0.001713
54.66
5.94
63.36
11.145441
11.145441
0
1
0
1
0
0
0
0
0.97
0.01
0.97
0.02
0.02
0
1
0
0
0
0
0
1
0
0
0
0
1
1
572.48
54
59.18
54.615939
1.517576
54.49
83,340,901.803114
9.5
10.450626
2.149412
9.804509
0.25
141.55
DDoS
642
0
54
6
64
4.307015
4.307015
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,344,939.600398
9.5
10.392305
0
0
0
141.55
DDoS
643
0.061307
38,875
17
64
12,681.507284
12,681.507284
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,011,705.384106
9.5
10
0
0
0
141.55
DoS
644
0.970044
87.48
5.94
63.36
1.278609
1.278609
0
0
0
1
0
0
0
0
0
0
0.63
0.99
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.42
54
54.42
54.025056
0.099279
54.06
83,330,858.037817
9.5
10.394727
0.140855
0.142091
0.07
141.55
DDoS
645
0
54
6
64
1.381296
1.381296
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,815.595486
9.5
10.392305
0
0
0
141.55
DDoS
646
0.154115
61.56
6
64
2.162056
2.162056
0
0
0
0
1
1
0
0
0
0
0.14
1
1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,332,095.696147
9.5
10.392305
0
0
0
141.55
DDoS
647
0.036685
18,887
17
64
9,827.78541
9,827.78541
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,098,701.689188
9.5
10
0
0
0
141.55
DDoS
648
0
0
1
64
1.965855
1.965855
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
1
441
42
42
42
0
42
83,127,785.157941
9.5
9.165151
0
0
0
141.55
DDoS
649
0
54
6
64
3.629404
3.629404
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,956,234.281648
9.5
10.392305
0
0
0
141.55
DoS
650
0
0
1
69.73
7.878321
7.878321
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
1
441
42
42
42
0
42
83,132,300.633781
9.5
9.165151
0
0
0
141.55
DDoS
651
34.123726
3,026,559.2
7.1
93.1
105.688515
105.688515
0
0
0
0
0
1
0
0
0
0
0
1,443
2,607.3
0
1
0
0
0
0
0
1
0
0
0
0
1
1
18,330.1
50
3,161
1,214.972287
1,175.861682
794.4
166,610,288.05448
13.5
48.947616
1,656.580425
1,372,507.290032
1
244.6
Spoofing
652
0
54
6
64
15.277681
15.277681
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,343,798.541807
9.5
10.392305
0
0
0
141.55
DDoS
653
0
54
6
64
89.469896
89.469896
0
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
567
54
54
54
0
54
82,947,328.389886
9.5
10.392305
0
0
0
141.55
DoS
654
0
4.22
1.21
64.64
18.616612
18.616612
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
481.88
42
79.04
45.014003
9.559861
45.38
83,149,999.422674
9.5
9.45574
13.542549
757.6666
0.13
141.55
DDoS
655
0
0
46.06
62.72
20.926789
20.926789
0
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
5,965.4
474.4
578
571.071528
25.744357
567.64
83,651,069.247043
9.5
33.792127
36.486432
3,352.640689
0.2
141.55
Mirai
656
0
54
6
64
0.39995
0.39995
0
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
567
54
54
54
0
54
83,068,542.541847
9.5
10.392305
0
0
0
141.55
DDoS
657
4.786377
108
6
64
0.417853
0.417853
0
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
567
54
54
54
0
54
82,955,754.432181
9.5
10.392305
0
0
0
141.55
DoS
658
0
0
1
64
0.587898
0.587898
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
1
441
42
42
42
0
42
83,150,038.05806
9.5
9.165151
0
0
0
141.55
DDoS
659
0.043844
45,589.5
16.83
63.36
20,793.2448
20,793.2448
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
526.8
50
51.8
50.209774
0.545699
50.1
83,033,262.85136
9.5
10.020834
0.772491
1.753938
0.18
141.55
DoS
660
12.556881
735,505.4
6
137
47.450506
47.450506
0
0
0
0
0
1
0
0
0.6
0.8
0
34.6
709.1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
3,910.8
116.7
1,137.6
593.506944
461.18154
985.5
0.011963
5.5
33.398595
652.209188
271,380.401456
0.9
38.5
Benign
661
0.014098
13,675
17
64
19,787.52306
19,787.52306
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,012,360.786442
9.5
10
0
0
0
141.55
DoS
662
0
54
6
64
44.188012
44.188012
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,979.507501
9.5
10.392305
0
0
0
141.55
DDoS
663
0.055415
15,062.84
16.72
63.21
5,743.694328
5,743.694328
0
0
0
0
0
0
0
0
0.02
0.02
0
0.02
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.96
50
50.96
50.057453
0.226982
50.26
83,123,804.201222
9.5
10.004956
0.272443
0.465704
0.08
141.55
DDoS
664
0
54
6
64
1.150655
1.150655
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,699.048105
9.5
10.392305
0
0
0
141.55
DDoS
665
0
0
1
64
47.124969
47.124969
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
1
441
42
42
42
0
42
83,124,158.26015
9.5
9.165151
0
0
0
141.55
DDoS
666
0
54
6
64
19.836158
19.836158
0
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
567
54
54
54
0
54
83,067,247.807129
9.5
10.392305
0
0
0
141.55
DDoS
667
0
54
6
64
97.456962
97.456962
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,143.79887
9.5
10.392305
0
0
0
141.55
DDoS
668
0.472253
104.22
5.94
63.36
4.206848
4.206848
0
0
1
0
0
0
0
0
0
1.93
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.18
54
54.18
54.009491
0.040218
54.06
83,365,494.651735
9.5
10.393232
0.057331
0.054789
0.03
141.55
DDoS
669
0
54
6
64
3.087389
3.087389
0
0
0
0
1
1
0
0
0
0
0.29
0.71
0.71
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,932.158619
9.5
10.392305
0
0
0
141.55
DDoS
670
68.932056
4,485,804.8
5.4
57.6
61.8278
61.8278
0
0
0
0
0
1
0
0
0
0
0
204.8
4,222
0
1
0
0
0
0
0
1
0
0
0
0
1
1
21,670.4
77
2,817.2
1,380.129008
685.654914
1,812
166,523,551.984928
13.5
52.354532
965.467357
499,719.130302
1
244.6
Benign
671
0.748791
81.86
5.88
62.72
1.224759
1.224759
0
0
1
0
0
0
0
0
0
1.33
0.16
0
0.35
0
0
0
0
0
0
0
1
0
0
0
0
1
1
576.76
54.16
56.16
54.941153
0.681236
54.88
83,089,050.197249
9.5
10.481683
0.964421
1.405405
0.34
141.55
DDoS
672
0.721041
302,043
16.66
62.72
351.749539
351.749539
0
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
9,449.82
327.66
1,467.92
887.860283
545.862949
908.92
83,370,689.982639
9.5
41.90167
771.903453
315,670.181446
0.95
141.55
DDoS
673
0
54
6
64
14.777314
14.777314
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,093,308.008638
9.5
10.392305
0
0
0
141.55
DDoS
674
0
54
6
64
76.959
76.959
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,349,229.128651
9.5
10.392305
0
0
0
141.55
DDoS
675
0
54
6
64
0.726514
0.726514
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,973,048.210236
9.5
10.392305
0
0
0
141.55
DoS
676
0.113323
30,175
17
64
5,323.691703
5,323.691703
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,015,915.080854
9.5
10
0
0
0
141.55
DoS
677
0
54
6
64
2.865519
2.865519
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,349,323.013583
9.5
10.392305
0
0
0
141.55
DDoS
678
0
54
6
64
10.617456
10.617456
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,409.867176
9.5
10.392305
0
0
0
141.55
DDoS
679
0
54
6
64
1.24136
1.24136
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,343,834.135585
9.5
10.392305
0
0
0
141.55
DDoS
680
0
54
6
64
3.355046
3.355046
0
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
567
54
54
54
0
54
83,037,112.107491
9.5
10.392305
0
0
0
141.55
DDoS
681
1.717103
96.12
6
64
0.682184
0.682184
0
0
1
0
0
0
0
0
0
1.78
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,665.6048
9.5
10.392305
0
0
0
141.55
DDoS
682
0
0.58
1.05
65.91
16.842667
16.842667
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
443.4
42
44.4
42.210305
0.664411
42.16
83,124,840.229535
9.5
9.187927
0.94083
3.031592
0.15
141.55
DDoS
683
0
53.46
5.94
63.36
50.581299
50.581299
0
0
1
0
0
0
0
0
0
0.99
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.36
54
54.36
54.020771
0.083826
54.06
82,980,874.67471
9.5
10.394315
0.119002
0.118214
0.06
141.55
DoS
684
0
52.92
5.88
62.72
3.19917
3.19917
0
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
567.66
54
54.66
54.04083
0.158324
54.12
83,072,372.109195
9.5
10.396257
0.224813
0.231054
0.11
141.55
DDoS
685
0
54
6
64
20.797188
20.797188
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,826.562523
9.5
10.392305
0
0
0
141.55
DDoS
686
0
0
1
64
85.773965
85.773965
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
1
441
42
42
42
0
42
83,124,067.472631
9.5
9.165151
0
0
0
141.55
DDoS
687
9.204363
108
6
64
0.217288
0.217288
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,985,886.297951
9.5
10.392305
0
0
0
141.55
DoS
688
1.224994
82.08
6
64
0.892763
0.892763
0
0
1
0
0
0
0
0
0
1.52
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,907.244917
9.5
10.392305
0
0
0
141.55
DDoS
689
0
0
1
64
1.813545
1.813545
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
1
441
42
42
42
0
42
83,129,061.546129
9.5
9.165151
0
0
0
141.55
DDoS
690
0.278615
123,525.06
16.61
63.36
695.457075
695.457075
0
0
0
0
0
0
0
0
0.06
0.04
0
0.04
0.21
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,414.74
302.98
1,467.92
882.851181
550.34978
917.3
83,370,427.881171
9.5
41.829535
778.210473
318,960.044408
0.95
141.55
DDoS
691
0.151063
7,027.4
13.75
72.94
19,593.678092
19,593.678092
0
0
0
0
0
0
0
0
0.01
0.5
0.01
1.16
3.16
0
0
0
0
0
0
0
0
1
0
0
0
1
1
840.19
51.84
248.67
73.242915
50.74186
83.36
83,097,625.655664
9.5
11.772036
71.917552
12,578.50556
0.38
141.55
DDoS
692
9.274051
584,795.92
16.61
68.23
110.401576
110.401576
0
0
0
0
0
0
0
0
0
0.19
0
0
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,598.42
378.06
551.75
532.254648
51.758799
525.46
83,763,071.217105
9.5
32.607614
73.320591
5,781.585449
0.56
141.55
Mirai
693
7.082382
122.58
6
64
0.318652
0.318652
0
0
1
0
0
0
0
0
0
2
0.27
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,972,416.277832
9.5
10.392305
0
0
0
141.55
DoS
694
0
182
17
64
26.9273
26.9273
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1,911
182
182
182
0
182
83,007,032.99928
9.5
19.078784
0
0
0
141.55
DoS
695
2.333159
108
6
64
1.600239
1.600239
0
0
1
0
0
0
0
0
0
2
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,184.210891
9.5
10.392305
0
0
0
141.55
DDoS
696
0
54
6
64
52.801047
52.801047
0
0
1
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,040.546173
9.5
10.392305
0
0
0
141.55
DDoS
697
0
0
1
64
0.464847
0.464847
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
1
441
42
42
42
0
42
83,150,184.946578
9.5
9.165151
0
0
0
141.55
DDoS
698
0
54
6
64
55.955015
55.955015
0
1
0
1
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,623.261098
9.5
10.392305
0
0
0
141.55
DDoS
699