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
54
6
64
1,043.229449
1,043.229449
0
0
1
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0
0
0
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0
0
0
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0
1
1
567
54
54
54
0
54
83,089,880.019553
9.5
10.392305
0
0
0
141.55
DDoS
1,400
0
54
6
64
0.651028
0.651028
0
0
0
0
1
1
0
0
0
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1
0
0
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1
1
567
54
54
54
0
54
83,330,989.774921
9.5
10.392305
0
0
0
141.55
DDoS
1,401
0.065388
21,075
17
64
6,166.82349
6,166.82349
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
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0
0
0
1
1
525
50
50
50
0
50
83,098,355.964829
9.5
10
0
0
0
141.55
DDoS
1,402
0.000066
55.67
6.1
63.36
41.373772
41.373772
0
0
1
0
0
0
0
0
0
0.96
0
0
0
0
0
0
0
0
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1
1
578.93
54
65.63
54.907662
2.982958
56.02
83,089,977.651028
9.5
10.477821
4.232776
67.00828
0.21
141.55
DDoS
1,403
0
54
6
64
1.210227
1.210227
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0
0
0
1
1
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0
1
1
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1
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1
1
567
54
54
54
0
54
83,331,324.053312
9.5
10.392305
0
0
0
141.55
DDoS
1,404
0
0
1
64
0.749973
0.749973
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0
0
0
0
0
0
0
0
0
0
0
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0
0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,150,697.46649
9.5
9.165151
0
0
0
141.55
DDoS
1,405
0.181981
80.68
6
64
5.353579
5.353579
0
0
1
0
0
0
0
0
0
1.46
0
0
0.46
0
0
0
0
0
0
0
1
0
0
0
0
1
1
587.28
55.16
56.28
55.905029
0.493953
55.84
82,972,391.332646
9.5
10.572774
0.699086
0.885748
0.28
141.55
DoS
1,406
6.507498
697,416.2
14.8
66.8
121.95419
121.95419
0
0
0
0
0
0
0
0
0
0
0
0.7
0.9
0
0
0
0
0
0
0
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0
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1
1
4,642
66
851
296.451907
243.713579
339.7
166,861,252.629425
13.5
24.360447
345.244622
60,147.737722
1
244.6
Spoofing
1,407
0
54
6
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21.790517
21.790517
0
0
0
0
0
0
0
0
0
0
0
0
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1
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0
0
0
1
1
567
54
54
54
0
54
83,075,985.446776
9.5
10.392305
0
0
0
141.55
DDoS
1,408
0.000515
4.28
1.16
65.91
37.020165
37.020165
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
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1
1
1
449.6
42
50.6
42.480758
1.973973
43.72
83,132,216.543646
9.5
9.215341
2.804638
78.737579
0.05
141.55
DDoS
1,409
0.123453
43,365
17
64
7,186.107218
7,186.107218
0
0
0
0
0
0
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0
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0
0
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0
0
0
0
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1
0
0
0
1
1
525
50
50
50
0
50
83,097,805.372232
9.5
10
0
0
0
141.55
DDoS
1,410
0
54
6
64
9.578628
9.578628
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
83,348,289.578603
9.5
10.392305
0
0
0
141.55
DDoS
1,411
0
56.92
6.22
64
1.548368
1.548368
0
0
1
0
0
0
0
0
0
0.98
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
580.14
54
61.3
54.724921
2.168703
56.92
83,093,180.66533
9.5
10.458445
3.08124
95.822041
0.05
141.55
DDoS
1,412
5.097608
108
6
64
0.392341
0.392341
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
82,972,999.747592
9.5
10.392305
0
0
0
141.55
DoS
1,413
8.441165
204.54
6.11
64.64
0.416136
0.416136
0
0
1
0
0
0
0
0
0
3.53
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
614.04
54
101.04
58.452355
13.384557
56.94
83,365,440.570037
9.5
10.771385
18.950874
1,161.886271
0.16
141.55
DDoS
1,414
0.006504
55.64
6
64.64
160.267767
160.267767
0
1
0
1
0
0
0
0
1
0
0.99
0.01
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,114.662172
9.5
10.392305
0
0
0
141.55
DDoS
1,415
0
54
6
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4.620121
4.620121
0
0
0
0
0
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0
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1
0
0
0
0
1
1
567
54
54
54
0
54
83,067,286.383508
9.5
10.392305
0
0
0
141.55
DDoS
1,416
0
0
1
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0.408562
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0
0
0
0
0
0
0
0
0
0
0
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0
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0
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0
0
0
0
0
0
0
0
1
1
1
441
42
42
42
0
42
83,149,326.39769
9.5
9.165151
0
0
0
141.55
DDoS
1,417
0.078593
16,884.2
16.23
64
15,351.865218
15,351.865218
0
0
0
0
0
0
0
0
0
0.02
0
0.61
1.41
0
0
0
0
0
0
0
0
1
0
0
0
1
1
736.79
50
140.36
62.542817
29.583417
104.84
83,102,869.196513
9.5
10.838812
41.992345
11,962.20252
0.35
141.55
DDoS
1,418
0
54
6
65.91
65.424064
65.424064
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
567
54
54
54
0
54
83,314,518.690775
9.5
10.392305
0
0
0
141.55
DDoS
1,419
0
54
6
64
34.967832
34.967832
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,076,434.519427
9.5
10.392305
0
0
0
141.55
DDoS
1,420
0
54
6
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23.904112
23.904112
0
0
0
0
0
0
0
0
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1
0
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0
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1
1
567
54
54
54
0
54
83,033,816.667529
9.5
10.392305
0
0
0
141.55
DDoS
1,421
0
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6
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72.990116
72.990116
0
1
0
1
0
0
0
0
1
0
1
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1
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0
0
0
1
1
567
54
54
54
0
54
83,345,137.82075
9.5
10.392305
0
0
0
141.55
DDoS
1,422
0
54
6
64
24.176837
24.176837
0
0
0
0
0
0
0
0
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0
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1
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0
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1
1
567
54
54
54
0
54
83,033,815.177754
9.5
10.392305
0
0
0
141.55
DDoS
1,423
0
54
6
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0.525854
0.525854
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
83,094,145.181737
9.5
10.392305
0
0
0
141.55
DDoS
1,424
0
54
6
64
50.370188
50.370188
0
0
1
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,090,035.987359
9.5
10.392305
0
0
0
141.55
DDoS
1,425
5.432547
108
6
64
0.368151
0.368151
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,951,561.613445
9.5
10.392305
0
0
0
141.55
DoS
1,426
0.018027
55.66
6
64
2.218878
2.218878
0
0
1
0
0
0
0
0
0
1.01
0.02
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,495,269.019511
9.5
10.392305
0
0
0
141.55
DDoS
1,427
0
54
6
64
9.529927
9.529927
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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1
0
0
0
0
1
1
567
54
54
54
0
54
83,033,836.705582
9.5
10.392305
0
0
0
141.55
DDoS
1,428
0.074578
35,675
17
64
9,564.147049
9,564.147049
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
1
0
0
0
1
1
525
50
50
50
0
50
83,106,370.220097
9.5
10
0
0
0
141.55
DDoS
1,429
0.013626
59.26
6
65.74
5.536332
5.536332
0
0
1
0
0
0
0
0
0
1
0.01
0.03
0.06
0
1
0
0
0
0
0
1
0
0
0
0
1
1
568.56
54
55.56
54.120586
0.411596
54.12
82,986,055.169053
9.5
10.403885
0.582993
1.328944
0.13
141.55
DoS
1,430
0.070465
5,141
17
64
11,144.344702
11,144.344702
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
83,102,885.712286
9.5
10
0
0
0
141.55
DDoS
1,431
0
0
1
64
0.992306
0.992306
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
83,124,694.461988
9.5
9.165151
0
0
0
141.55
DDoS
1,432
0.171623
34,077
16.84
65.91
5,170.166127
5,170.166127
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
50
51
50.055902
0.229532
50.2
83,102,395.90545
9.5
10.005611
0.326121
1.064597
0.05
141.55
DDoS
1,433
0
54
6
64
3.537604
3.537604
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
83,093,451.208086
9.5
10.392305
0
0
0
141.55
DDoS
1,434
0.340339
33,055
17
64
2,629.797644
2,629.797644
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
83,102,831.0502
9.5
10
0
0
0
141.55
DDoS
1,435
0
0
1
64
53.287732
53.287732
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
83,128,868.410637
9.5
9.165151
0
0
0
141.55
DDoS
1,436
0.119675
19,681.1
17
63.87
7,926.418971
7,926.418971
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
529.8
50
54.8
50.351953
1.239699
50.4
83,106,615.109802
9.5
10.034766
1.756226
13.016045
0.12
141.55
DDoS
1,437
0
54.2
6
65.68
32.255413
32.255413
0
0
0
0
0
0
0
0
0
0.01
0
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
570.4
54
57.4
54.352881
0.997117
54.2
83,033,934.022476
9.5
10.425904
1.41165
6.126863
0.17
141.55
DDoS
1,438
1.627481
1,834,017
16.83
63.36
1,978.697881
1,978.697881
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
5,762.66
499.66
554
550.202269
13.757784
549.06
83,784,682.849376
9.5
33.17021
19.493835
1,744.216528
0.11
141.55
Mirai
1,439
0
54
6
64
1.57516
1.57516
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
0
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1
0
0
0
0
1
1
567
54
54
54
0
54
82,942,899.829785
9.5
10.392305
0
0
0
141.55
DoS
1,440
0.088868
67.44
6
64
4.056421
4.056421
0
0
1
0
0
0
0
0
0
1.12
0.12
0
0.12
0
0
0
0
0
0
0
1
0
0
0
0
1
1
571.08
54
54.56
54.278437
0.265246
54.48
82,972,632.373658
9.5
10.418951
0.374689
0.504619
0.14
141.55
DoS
1,441
0
54
6
64
141.231867
141.231867
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
83,343,786.933355
9.5
10.392305
0
0
0
141.55
DDoS
1,442
0
54
6
64
3.07292
3.07292
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
83,365,669.12854
9.5
10.392305
0
0
0
141.55
DDoS
1,443
0.020711
71.18
6.33
65.74
7.354776
7.354776
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
582.92
54
67.36
55.979344
4.372381
54.88
83,076,455.384366
9.5
10.574992
6.189279
69.321027
0.36
141.55
DDoS
1,444
0
54
6
64
1.69583
1.69583
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
83,072,384.173837
9.5
10.392305
0
0
0
141.55
DDoS
1,445
0
0
1
64
27.533062
27.533062
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
83,149,580.960938
9.5
9.165151
0
0
0
141.55
DDoS
1,446
4.887892
107.66
6
63.84
0.405083
0.405083
0
0
1
0
0
0
0
0
0
1.99
0
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569.2
54
56.2
54.153754
0.556995
54.2
82,985,325.282091
9.5
10.407051
0.789224
2.85895
0.11
141.55
DoS
1,447
0
54
6
64
110.053501
110.053501
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
83,344,953.648051
9.5
10.392305
0
0
0
141.55
DDoS
1,448
0
54
6
64
0.959241
0.959241
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
83,068,395.883317
9.5
10.392305
0
0
0
141.55
DDoS
1,449
0
54
6
64
3.791076
3.791076
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
83,075,956.720151
9.5
10.392305
0
0
0
141.55
DDoS
1,450
0
54
6
64
3.871227
3.871227
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
83,331,860.562765
9.5
10.392305
0
0
0
141.55
DDoS
1,451
1.432459
2,452.99
5.84
83
40.762913
40.762913
0
0
1
0
0
0
0
0
0.04
1
0.37
8.98
18.76
0
0
0
0
0
0
0
1
0
0
0
0
1
1
609.13
54.36
68.11
57.770515
3.878376
58.05
83,241,457.165014
9.5
10.747755
5.495573
42.5901
0.88
141.55
Recon
1,452
10.791176
983,278
6
64
84.930448
84.930448
0
0
0
0
0
1
0
0
0
0
0
29
916.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
20,433
66
2,962
1,303.148851
838.580779
1,658.8
166,522,882.179051
13.5
51.012943
1,188.744207
707,878.748166
1
244.6
Benign
1,453
0.225783
34,075
17
64
3,017.742524
3,017.742524
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
83,098,785.323617
9.5
10
0
0
0
141.55
DDoS
1,454
3.753545
108
6
64
0.53283
0.53283
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
82,977,517.45466
9.5
10.392305
0
0
0
141.55
DoS
1,455
0
0
46.53
63.36
8.908036
8.908036
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
6,114.92
490.92
592
578.180025
31.691173
586.68
83,702,390.235636
9.5
33.982383
44.858353
5,671.625228
0.19
141.55
Mirai
1,456
0
54
6
64
9.691471
9.691471
0
1
0
1
0
0
0
0
1
0
1
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,345,063.637211
9.5
10.392305
0
0
0
141.55
DDoS
1,457
0
54
6
64
21.93731
21.93731
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
83,314,720.242819
9.5
10.392305
0
0
0
141.55
DDoS
1,458
0
54
6
64
17.860643
17.860643
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
83,331,810.926089
9.5
10.392305
0
0
0
141.55
DDoS
1,459
0
0
1
64
145.901522
145.901522
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
83,128,893.360581
9.5
9.165151
0
0
0
141.55
DDoS
1,460
0
0
1
64
6.062287
6.062287
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
83,128,987.434294
9.5
9.165151
0
0
0
141.55
DDoS
1,461
0
0
1
64
24.530848
24.530848
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
83,124,006.36604
9.5
9.165151
0
0
0
141.55
DDoS
1,462
0.134063
564.92
6.22
79.92
25.543813
25.543813
0
0
0
0
0
0
0
0
0
0.08
0
0.31
0.92
0
0
0
0
0
0
0
1
0
0
0
0
1
1
590.7
54.78
72
57.279622
5.480458
56.28
83,067,510.718064
9.5
10.688882
7.755513
78.310326
0.44
141.55
DDoS
1,463
0
54
6
64
8.673516
8.673516
0
0
0
0
1
1
0
0
0
0
0
1
1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,332,156.379319
9.5
10.392305
0
0
0
141.55
DDoS
1,464
0
54
6
64
1.599439
1.599439
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
82,981,014.112802
9.5
10.392305
0
0
0
141.55
DoS
1,465
0
54
6
64
3.15838
3.15838
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
83,072,230.574807
9.5
10.392305
0
0
0
141.55
DDoS
1,466
0.117902
19,235
17
64
5,112.737494
5,112.737494
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
83,102,233.265891
9.5
10
0
0
0
141.55
DDoS
1,467
0
54
6
64
3.271037
3.271037
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
83,330,835.339601
9.5
10.392305
0
0
0
141.55
DDoS
1,468
2.561695
1,801,768.66
17
64
1,270.653335
1,270.653335
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
83,759,142.865558
9.5
33.286634
0
0
0
141.55
Mirai
1,469
0
54
6
64
2.684554
2.684554
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
83,093,395.948095
9.5
10.392305
0
0
0
141.55
DDoS
1,470
0.001973
85.32
6
64
702.007894
702.007894
0
0
1
0
0
0
0
0
0
1.58
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,398.083468
9.5
10.392305
0
0
0
141.55
DDoS
1,471
0.81796
101.52
6
64
1.613842
1.613842
0
0
1
0
0
0
0
0
0
1.88
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,678.270098
9.5
10.392305
0
0
0
141.55
DDoS
1,472
1.712792
147.96
6
64
1.589659
1.589659
0
0
1
0
0
0
0
0
0
2.74
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,432.228452
9.5
10.392305
0
0
0
141.55
DDoS
1,473
0.98555
63,892.96
3.56
61.76
90.640995
90.640995
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
1,095.45
42
309.57
84.378817
81.067398
154.62
83,149,379.085835
9.5
11.881398
111.341461
24,819.80099
0.27
141.55
DDoS
1,474
4.060171
144.72
6
64
0.662519
0.662519
0
0
1
0
0
0
0
0
0
2.68
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,386.205482
9.5
10.392305
0
0
0
141.55
DDoS
1,475
0
0
1
64
104.254229
104.254229
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
83,128,489.588108
9.5
9.165151
0
0
0
141.55
DDoS
1,476
0
54
6
64
40.908265
40.908265
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
82,955,735.463425
9.5
10.392305
0
0
0
141.55
DoS
1,477
0
0
0.99
63.36
3.498427
3.498427
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
442.08
42
43.08
42.062312
0.251478
42.18
83,149,404.439191
9.5
9.171959
0.357007
1.063923
0.06
141.55
DDoS
1,478
0.116862
29,531
16.83
63.36
155,558.479395
155,558.479395
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
526.1
50
51.1
50.076877
0.278498
50.1
83,106,925.628782
9.5
10.007686
0.394612
0.714737
0.11
141.55
DDoS
1,479
0.093744
26,178.5
17
64
9,148.850481
9,148.850481
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
83,123,562.630768
9.5
10
0
0
0
141.55
DDoS
1,480
0
54
6
64
17.809603
17.809603
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
82,977,534.819133
9.5
10.392305
0
0
0
141.55
DoS
1,481
0.015295
19,175
17
64
25,063.602875
25,063.602875
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
83,103,057.190283
9.5
10
0
0
0
141.55
DDoS
1,482
0.005831
4,825
17
64
22,263.696084
22,263.696084
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
83,016,013.897186
9.5
10
0
0
0
141.55
DoS
1,483
0
54
6
64
0
0
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
83,361,912.020491
9.5
10.392305
0
0
0
141.55
DDoS
1,484
0
54
6
64
2.004693
2.004693
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
83,344,467.725189
9.5
10.392305
0
0
0
141.55
DDoS
1,485
0.093844
27,425
17
64
5,842.112225
5,842.112225
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
83,016,301.855442
9.5
10
0
0
0
141.55
DoS
1,486
0
54
6
64
30.012766
30.012766
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
83,067,374.534404
9.5
10.392305
0
0
0
141.55
DDoS
1,487
0
0
1
64
2.544581
2.544581
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
83,124,704.055169
9.5
9.165151
0
0
0
141.55
DDoS
1,488
0.023562
59.73
6.11
63.37
1.408879
1.408879
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
591.8
54
78.8
56.34733
7.056484
55.55
83,495,283.598016
9.5
10.602903
9.991107
322.947819
0.16
141.55
DDoS
1,489
0.14939
34,447
17
64
5,685.606698
5,685.606698
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
83,097,799.747632
9.5
10
0
0
0
141.55
DDoS
1,490
0
0
0.99
63.36
2.290741
2.290741
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
443.16
42
44.16
42.158379
0.557864
42.18
83,127,988.709943
9.5
9.182341
0.790302
2.635749
0.12
141.55
DDoS
1,491
2.300407
127.63
6
64
0.818203
0.818203
0
0
1
0
0
0
0
0
0
1.89
0
0.05
0.1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
571.32
54
58.32
54.503458
1.309677
54.24
83,365,581.152007
9.5
10.439962
1.853979
10.102682
0.18
141.55
DDoS
1,492
0
54
6
64
56.365356
56.365356
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
83,076,023.495898
9.5
10.392305
0
0
0
141.55
DDoS
1,493
0
162
17
64
31.532327
31.532327
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
1,701
162
162
162
0
162
83,007,383.294012
9.5
18
0
0
0
141.55
DoS
1,494
0
54
6
64
2.840252
2.840252
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
83,314,309.051132
9.5
10.392305
0
0
0
141.55
DDoS
1,495
0
54
6
64
3.973641
3.973641
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
83,343,764.970352
9.5
10.392305
0
0
0
141.55
DDoS
1,496
0.003778
58.16
5.94
62.96
26.594671
26.594671
0
0
0
0
0
0
0
0
0.01
0.03
0
0.02
0.09
0
0
0
0
0
0
0
1
0
0
0
0
1
1
570.97
54.18
56.71
54.609409
0.784521
54.49
83,067,417.424749
9.5
10.448708
1.08072
2.891825
0.21
141.55
DDoS
1,497
0
54
6
64
4.49576
4.49576
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,093,980.741846
9.5
10.392305
0
0
0
141.55
DDoS
1,498
0
0
0.99
63.36
6.368629
6.368629
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
441.36
42
42.36
42.018474
0.079424
42.18
83,132,188.429895
9.5
9.167207
0.113684
0.323102
0.02
141.55
DDoS
1,499