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
0.556034
39,681.32
16.89
64
1,450.882021
1,450.882021
0
0
0
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
1
0
0
0
1
1
528.04
50
53.04
50.415638
0.953118
50.16
83,106,180.37038
9.5
10.040881
1.349123
5.130081
0.19
141.55
DDoS
1,300
0
54
6
64
1.250842
1.250842
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
83,343,841.165119
9.5
10.392305
0
0
0
141.55
DDoS
1,301
0
53.46
5.94
63.36
7.239372
7.239372
0
0
0
0
1
1
0
0
0
0
0
0.99
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
83,331,302.155557
9.5
10.394315
0.119002
0.118214
0.06
141.55
DDoS
1,302
0
54
6
64
36.789075
36.789075
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
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0
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0
1
1
567
54
54
54
0
54
83,072,324.654686
9.5
10.392305
0
0
0
141.55
DDoS
1,303
0
0
47
64
1.960251
1.960251
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
1
6,216
592
592
592
0
592
83,693,756.152718
9.5
34.409301
0
0
0
141.55
Mirai
1,304
0.000741
55.23
6
65.7
6.478961
6.478961
0
0
0
0
1
1
0
0
0
0
0.01
0.99
1.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,760.342536
9.5
10.392305
0
0
0
141.55
DDoS
1,305
1.810221
1,200,030.48
16.83
63.36
1,196.647549
1,196.647549
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
5,723.14
460.14
554
541.167166
29.427518
549.06
83,711,516.06708
9.5
32.877066
41.654185
4,890.329916
0.19
141.55
Mirai
1,306
0.095164
42,368
17
64
9,045.619436
9,045.619436
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
83,107,454.894978
9.5
10
0
0
0
141.55
DDoS
1,307
0.003932
65.34
6
64
105.730082
105.730082
0
0
0
0
1
1
0
0
0
0
0.21
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,858.758271
9.5
10.392305
0
0
0
141.55
DDoS
1,308
0
54
6
64
2.480777
2.480777
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
83,361,197.623741
9.5
10.392305
0
0
0
141.55
DDoS
1,309
0
0
1
64
7.782586
7.782586
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
83,483,263.932755
9.5
9.165151
0
0
0
141.55
DDoS
1,310
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
83,150,109.50015
9.5
9.165151
0
0
0
141.55
DDoS
1,311
0
54
6
64
3.718263
3.718263
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
83,318,220.107182
9.5
10.392305
0
0
0
141.55
DDoS
1,312
0
54
6
64
1.622177
1.622177
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
83,331,719.177952
9.5
10.392305
0
0
0
141.55
DDoS
1,313
0
0
0.98
68.45
5.615687
5.615687
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
444.06
42
43.62
42.19303
0.522201
42.36
83,128,733.718191
9.5
9.186044
0.740259
3.061422
0.09
141.55
DDoS
1,314
0
54
6
64
0.997616
0.997616
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
82,946,712.092048
9.5
10.392305
0
0
0
141.55
DoS
1,315
0
54
6
64
31.744488
31.744488
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,068,402.121754
9.5
10.392305
0
0
0
141.55
DDoS
1,316
0
54
6
64
2.810589
2.810589
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
82,980,897.848997
9.5
10.392305
0
0
0
141.55
DoS
1,317
0
54
6
64
1.229132
1.229132
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
82,951,189.132119
9.5
10.392305
0
0
0
141.55
DoS
1,318
0
54
6
64
37.492901
37.492901
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
82,947,255.987181
9.5
10.392305
0
0
0
141.55
DoS
1,319
0
53.46
5.94
63.36
1.250493
1.250493
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
567.72
54
54.72
54.052793
0.185955
54.06
83,034,134.553541
9.5
10.397389
0.263434
0.292861
0.12
141.55
DDoS
1,320
0
54
6
64
9.850936
9.850936
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
83,318,205.998281
9.5
10.392305
0
0
0
141.55
DDoS
1,321
0.088846
22,415
17
64
5,500.476394
5,500.476394
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
83,106,973.744456
9.5
10
0
0
0
141.55
DDoS
1,322
0
0
1
64
1.333415
1.333415
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
83,150,160.812473
9.5
9.165151
0
0
0
141.55
DDoS
1,323
2.452326
115.56
6
64
1.892138
1.892138
0
0
1
0
0
0
0
0
0
2.14
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,592.868366
9.5
10.392305
0
0
0
141.55
DDoS
1,324
0
174
6
64
5.455219
5.455219
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
1,827
174
174
174
0
174
83,064,031.303585
9.5
18.654758
0
0
0
141.55
DDoS
1,325
0
54
6
64
1.250439
1.250439
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
83,344,102.077496
9.5
10.392305
0
0
0
141.55
DDoS
1,326
0
54
6
64
40.818888
40.818888
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
83,349,145.787235
9.5
10.392305
0
0
0
141.55
DDoS
1,327
0
54
6
64
4.607036
4.607036
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
83,089,302.166585
9.5
10.392305
0
0
0
141.55
DDoS
1,328
0
54
6
64
5.587887
5.587887
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
83,094,346.949038
9.5
10.392305
0
0
0
141.55
DDoS
1,329
4.23257
106.92
5.95
64
0.467801
0.467801
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
570.96
54
57.96
54.254259
0.966899
54.44
82,951,101.012851
9.5
10.41656
1.370731
10.494916
0.09
141.55
DoS
1,330
0.155223
41,960.92
16.78
64
10,045.254592
10,045.254592
0
0
0
0
0
0
0
0
0
0
0
0.12
0.15
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.48
50
50.32
50.024421
0.083728
50.32
83,028,574.509244
9.5
10.001677
0.101053
0.255291
0.02
141.55
DoS
1,331
0.003119
13,247.5
17
64
4,009.688558
4,009.688558
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
9,561
362
1,456.4
876.562241
544.138853
938
100,044,852.377428
9.5
41.680604
769.472095
311,678.811559
0.95
141.55
DDoS
1,332
0.031641
37,275
17
64
23,562.621663
23,562.621663
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
83,106,175.805261
9.5
10
0
0
0
141.55
DDoS
1,333
0.051636
26,172
17
64
9,055.060974
9,055.060974
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
83,123,700.463347
9.5
10
0
0
0
141.55
DDoS
1,334
0
54
6
64
3.855764
3.855764
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
83,034,001.651424
9.5
10.392305
0
0
0
141.55
DDoS
1,335
49.655768
2,901,498.9
7.1
63.6
55.108354
55.108354
0
0
0
0
0
1
0
0
0
0
0
151.5
2,764.4
0
1
0
0
0
0
0
1
0
0
0
0
1
1
20,775.2
60
7,016.4
1,287.850036
1,770.578796
2,455.5
166,522,940.155008
13.5
50.255142
2,512.421468
3,587,736.482892
1
244.6
Benign
1,336
0
0
46.53
63.36
2.379727
2.379727
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
5,980.94
489.94
578
568.860375
25.82532
572.82
83,573,760.275641
9.5
33.722086
36.561724
4,109.9608
0.17
141.55
Mirai
1,337
0
53.46
5.95
64.54
2.000655
2.000655
0
0
0
0
1
1
0
0
0
0
0
0.99
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
574.48
54
61.48
54.776339
2.193657
54.44
83,314,737.049459
9.5
10.465215
3.105629
29.654016
0.17
141.55
DDoS
1,338
0.003001
64.47
6
64
40.929001
40.929001
0
0
0
0
0
0
0
0
0.02
0.04
0
0.03
0.11
0
0
0
0
0
0
0
1
0
0
0
0
1
1
585.06
54
72.06
55.222175
4.389218
56.75
83,033,398.17457
9.5
10.504708
6.228106
230.016899
0.25
141.55
DDoS
1,339
0.002881
61.95
6
64.59
12.776903
12.776903
0
0
1
0
0
0
0
0
0
0.99
0
0.03
0.04
0
0
0
0
0
0
0
1
0
0
0
0
1
1
594.8
55.39
81.8
59.000858
8.280213
55.39
83,362,625.547802
9.5
10.795247
11.72051
387.180843
0.19
141.55
DDoS
1,340
0
0.58
1.05
63.78
55.850331
55.850331
0
0
0
0
0
0
0
0
0
0.01
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
1
1
1
9,653.64
339.44
1,479.44
913.485796
547.522558
923.44
83,248,793.549358
9.5
42.593711
774.320238
315,705.35717
0.95
141.55
DDoS
1,341
0.130008
43,995.46
16.56
67.42
6,647.648202
6,647.648202
0
0
0
0
0
0
0
0
0.01
0.04
0
0
0.05
0
0
0
0
0
0
0
0
1
0
0
0
1
1
529.8
50
54.32
50.352144
1.150564
50.72
83,098,711.837414
9.5
10.034615
1.606305
7.362799
0.18
141.55
DDoS
1,342
0
54
6
64
2.524299
2.524299
0
0
0
0
1
1
0
0
0
0
0.4
0.6
0.6
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,330,969.301211
9.5
10.392305
0
0
0
141.55
DDoS
1,343
0
54
6
64
15.525417
15.525417
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
83,348,410.872117
9.5
10.392305
0
0
0
141.55
DDoS
1,344
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
83,128,049.456401
9.5
9.165151
0
0
0
141.55
DDoS
1,345
0
0
1
64
14.003232
14.003232
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
83,128,518.618094
9.5
9.165151
0
0
0
141.55
DDoS
1,346
0.026078
24,376.91
16.67
64
21,019.821028
21,019.821028
0
0
0
0
0
0
0
0
0
0.06
0
0.09
0.27
0
0
0
0
0
0
0
0
1
0
0
0
1
1
982.8
50
480.5
79.526735
105.865964
107.56
83,016,668.036714
9.5
11.898293
150.109035
66,831.609746
0.17
141.55
DoS
1,347
1.938182
1,395,542.62
17
64
1,339.238197
1,339.238197
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
5,817
554
554
554
0
554
83,767,478.284073
9.5
33.286634
0
0
0
141.55
Mirai
1,348
0.024897
1.74
46.12
65.27
7.4018
7.4018
0
0
0
0
0
0
0
0
0
0.03
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,120.1
496.1
592
585.680121
23.651864
581.34
83,702,799.060035
9.5
34.221859
33.52947
3,148.383232
0.18
141.55
Mirai
1,349
0
54
6
64
4.389073
4.389073
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
83,348,607.947972
9.5
10.392305
0
0
0
141.55
DDoS
1,350
60.45367
2,842,481.1
8.2
135.6
53.926052
53.926052
0
0
0
0
0
1
0
0
0
1.6
0
117.5
2,790.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
5,874.3
66
3,406.4
789.422262
1,078.931208
1,620.1
0.042804
5.5
36.457953
1,525.839147
2,081,383.140532
0.9
38.5
Benign
1,351
0
0
1
64
2.675113
2.675113
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
83,124,005.28385
9.5
9.165151
0
0
0
141.55
DDoS
1,352
0
54
6
64
5.987825
5.987825
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
83,331,824.768425
9.5
10.392305
0
0
0
141.55
DDoS
1,353
0
54
6
64
7.272643
7.272643
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
83,348,402.383923
9.5
10.392305
0
0
0
141.55
DDoS
1,354
0.037318
22,675
17
64
12,141.659704
12,141.659704
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
83,012,289.281059
9.5
10
0
0
0
141.55
DoS
1,355
0.134094
72.56
6
64
5.183874
5.183874
0
0
1
0
0
0
0
0
0
1.32
0
0
0.32
0
0
0
0
0
0
0
1
0
0
0
0
1
1
578.52
54.8
55.28
54.998438
0.223639
55.28
82,972,403.18057
9.5
10.486763
0.316489
0.422943
0.12
141.55
DoS
1,356
15.939371
815.2
9.9
87.6
11.843202
11.843202
0
0
0
0
0
0
0
0
0.2
0.5
0
2
3.8
0
0
0
0
0
0
0
0
0
0
0
0
1
1
706.2
70.6
334
127.523889
95.207741
113.5
0.017283
5.5
15.861812
134.644078
11,482.007627
0.9
38.5
Benign
1,357
0.02442
11,412
17
64
9,426.672126
9,426.672126
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
83,015,837.237823
9.5
10
0
0
0
141.55
DoS
1,358
0
54
6
64
18.071497
18.071497
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
83,067,523.904586
9.5
10.392305
0
0
0
141.55
DDoS
1,359
0
54
6
64
176.334987
176.334987
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
83,089,907.667505
9.5
10.392305
0
0
0
141.55
DDoS
1,360
0
54.04
6
69.73
97.661191
97.661191
0
0
0
0
1
1
0
0
0
0.01
0.02
0.97
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.64
54
54.64
54.060576
0.182103
54.04
83,331,152.968112
9.5
10.398132
0.257835
0.215075
0.16
141.55
DDoS
1,361
0.017117
56.58
6.11
63.83
20.114756
20.114756
0
0
0
0
1
1
0
0
0
0
0.01
0.99
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.2
54
55.2
54.105153
0.332206
54.08
83,314,674.916819
9.5
10.402406
0.470415
0.757898
0.15
141.55
DDoS
1,362
0.556088
111.24
6
64
2.86138
2.86138
0
0
1
0
0
0
0
0
0
2.06
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,496.652975
9.5
10.392305
0
0
0
141.55
DDoS
1,363
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
83,132,073.712997
9.5
9.165151
0
0
0
141.55
DDoS
1,364
0.095346
61.38
5.94
63.36
0.574521
0.574521
0
0
1
0
0
0
0
0
0
1.06
0.07
0
0.09
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569.24
54.06
55.88
54.309555
0.588839
54.14
83,088,900.727306
9.5
10.421856
0.833588
1.040939
0.36
141.55
DDoS
1,365
0
0
1
64
2.312932
2.312932
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
83,124,078.330949
9.5
9.165151
0
0
0
141.55
DDoS
1,366
0
54
6
64
13.377488
13.377488
0
1
0
1
0
0
0
0
1
0
1
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,188.613304
9.5
10.392305
0
0
0
141.55
DDoS
1,367
0
81
6
64
0
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
0
1
1
567
54
54
54
0
54
82,925,824.262207
9.5
10.392305
0
0
0
141.55
DoS
1,368
0
0
1
64
2.009802
2.009802
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
83,124,429.526841
9.5
9.165151
0
0
0
141.55
DDoS
1,369
0
0
1
64
115.779995
115.779995
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
83,150,056.012682
9.5
9.165151
0
0
0
141.55
DDoS
1,370
9.443826
672.3
8.2
152.9
15.047027
15.047027
0
0
0
0
0
1
0
0
0
0.5
0
1.3
1.9
0
0
0
0
0
0
0
1
0
0
0
0
1
1
840.9
74.7
325.2
141.825
77.47441
161.6
0.013699
5.5
16.75905
109.565361
10,901.675242
0.7
38.5
Spoofing
1,371
0
54
6
64
1.749425
1.749425
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
83,094,328.772777
9.5
10.392305
0
0
0
141.55
DDoS
1,372
0
54
6
64
34.33395
34.33395
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
82,951,559.29507
9.5
10.392305
0
0
0
141.55
DoS
1,373
0.101619
26,505.5
17
64
5,131.213425
5,131.213425
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
83,097,796.434383
9.5
10
0
0
0
141.55
DDoS
1,374
0
54
6
64
6.472941
6.472941
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,926,052.293534
9.5
10.392305
0
0
0
141.55
DoS
1,375
0.000258
10.04
1.3
69.46
7,398.060964
7,398.060964
0
0
0
0
0
0
0
0
0.01
0.03
0
0.02
0.11
0
0
0
0
0
0
0
0
0
0
0
1
1
1
455.71
42
51.35
43.023656
2.597351
44.31
83,150,160.096658
9.5
9.273438
3.68094
34.860039
0.23
141.55
DDoS
1,376
0.150319
28,852.46
16.89
65.91
5,631.087071
5,631.087071
0
0
0
0
0
0
0
0
0
0
0
0.02
0.02
0
0
0
0
0
0
0
0
1
0
0
0
1
1
535.22
50
60.22
50.83785
2.759321
50.73
83,106,362.905692
9.5
10.081366
3.907795
55.705465
0.14
141.55
DDoS
1,377
0
0
1
64
1.252952
1.252952
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
83,128,616.738732
9.5
9.165151
0
0
0
141.55
DDoS
1,378
4.208022
108
6
64
0.475283
0.475283
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
82,947,527.414929
9.5
10.392305
0
0
0
141.55
DoS
1,379
0
54
6
64
26.126061
26.126061
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
83,345,188.519445
9.5
10.392305
0
0
0
141.55
DDoS
1,380
0.021381
55.68
6
65.68
12.163196
12.163196
0
0
0
0
1
1
0
0
0
0.03
0
0.99
1.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
571
54.2
58
54.719548
1.191397
54.2
83,314,079.998619
9.5
10.459079
1.686404
8.015752
0.19
141.55
DDoS
1,381
0.205447
76.68
6
64
4.115709
4.115709
0
0
1
0
0
0
0
0
0
1.42
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,106.793487
9.5
10.392305
0
0
0
141.55
DDoS
1,382
0
54
6
64
2.330161
2.330161
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
83,313,886.445674
9.5
10.392305
0
0
0
141.55
DDoS
1,383
0
0.73
46.7
65.91
50.107866
50.107866
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
6,003.35
512.35
578
572.925343
17.321324
572.95
83,663,885.413945
9.5
33.847494
24.534274
2,353.569156
0.13
141.55
Mirai
1,384
3.349621
108
6
64
0.597082
0.597082
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
82,947,522.231661
9.5
10.392305
0
0
0
141.55
DoS
1,385
0
54
6
64
0.401707
0.401707
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
83,343,739.417178
9.5
10.392305
0
0
0
141.55
DDoS
1,386
0.094382
25,450
17
64
5,865.863144
5,865.863144
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
83,098,894.399162
9.5
10
0
0
0
141.55
DDoS
1,387
0.00032
56.68
6.11
64.64
34.786198
34.786198
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
584.4
54
71.4
55.524711
4.816982
55.16
83,067,374.98357
9.5
10.532193
6.82102
159.348063
0.15
141.55
DDoS
1,388
0.006087
16.7
1.1
63.73
29.539135
29.539135
0
0
0
0
0
0
0
0
0.03
0.04
0
0.04
0.15
0
0
0
0
0
0
0
0
0
0
0
1
1
1
9,228.08
302.87
1,427.58
828.549503
539.288339
920.63
83,249,449.293682
9.5
40.235401
762.564495
311,426.035711
0.95
141.55
DDoS
1,389
0.127777
29,290
17
64
5,232.280146
5,232.280146
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
83,102,816.800186
9.5
10
0
0
0
141.55
DDoS
1,390
4.179291
3,534
5.4
76.7
14.739783
14.739783
0
0
0
0
0
1
0
0
0.8
1.2
0
6.5
15.5
0
0
0
0
0
0
0
1
0
0
0
0
1
1
498.7
64.5
159.5
89.969325
31.654275
99.8
0.02687
5.5
13.400788
44.765905
1,372.501904
0.9
38.5
Recon
1,391
0.064651
31,140
17
63.91
13,844.170304
13,844.170304
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
531.8
50
56.8
50.705763
1.994233
50.4
83,016,565.779455
9.5
10.068913
2.823299
24.507451
0.17
141.55
DoS
1,392
0
54
6
64
0.684728
0.684728
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
83,313,922.754178
9.5
10.392305
0
0
0
141.55
DDoS
1,393
0
54
6
64
2.356272
2.356272
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
83,331,879.766998
9.5
10.392305
0
0
0
141.55
DDoS
1,394
0
0
1
64
10.256163
10.256163
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
83,150,004.457604
9.5
9.165151
0
0
0
141.55
DDoS
1,395
0
54
6
64
3.852125
3.852125
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
82,951,105.521418
9.5
10.392305
0
0
0
141.55
DoS
1,396
0.159242
27,663.24
16.89
66.38
3,475.767099
3,475.767099
0
0
0
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
1
0
0
0
1
1
532.12
50
56.48
50.387599
1.468581
51.74
83,016,366.143733
9.5
10.03754
2.088695
51.884376
0.05
141.55
DoS
1,397
0
54
6
64
6.709725
6.709725
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
83,076,112.578067
9.5
10.392305
0
0
0
141.55
DDoS
1,398
0.24592
23,957.06
16.89
65.77
33,251.011107
33,251.011107
0
0
0
0
0
0
0
0
0
0
0
0
1.16
0
0
0
0
0
0
0
0
1
0
0
0
1
1
695.81
56.86
210.87
76.933033
47.236692
72.29
83,015,827.811339
9.5
11.687151
66.020133
9,963.328715
0.35
141.55
DoS
1,399