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
1.719183
184,687.25
16.83
65.28
92.853763
92.853763
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
9,237.46
303.26
1,455.15
852.271489
548.13452
893.63
83,366,331.921043
9.5
41.079998
774.80904
316,090.575253
0.95
141.55
DDoS
700
0.028547
61.62
6
64
8.995631
8.995631
0
0
0
0
0
0
0
0
0
0.03
0.02
0.02
0.05
1
0
0
0
0
0
0
1
0
0
0
0
1
1
568.8
54
55.8
54.157729
0.498308
54.12
83,076,263.517095
9.5
10.407429
0.705623
1.705271
0.15
141.55
DDoS
701
2.620189
1,779,402.2
16.89
65.67
1,244.221796
1,244.221796
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
5,922.6
554
659.6
561.380205
26.735775
563.6
83,711,499.02614
9.5
33.502464
37.882756
6,587.019752
0.11
141.55
Mirai
702
0
54
6
64
31.797969
31.797969
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
83,093,177.744412
9.5
10.392305
0
0
0
141.55
DDoS
703
8.451698
106.92
5.94
63.36
0.234274
0.234274
0
0
1
0
0
0
0
0
0
1.98
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
83,093,228.520963
9.5
10.393232
0.057331
0.054789
0.03
141.55
DDoS
704
0.03199
57.9
6
64.59
2.271908
2.271908
0
0
0
0
0
0
0
0
0
0
0
0.02
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
583.8
54
70.8
55.123536
4.174761
55.68
83,033,989.196765
9.5
10.49555
5.916719
176.32588
0.1
141.55
DDoS
705
0
54
6
64
2.47544
2.47544
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
83,314,566.986714
9.5
10.392305
0
0
0
141.55
DDoS
706
0
54
6
64
1.465768
1.465768
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
82,972,406.987729
9.5
10.392305
0
0
0
141.55
DoS
707
0
54
6
64
5.466348
5.466348
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
83,361,247.805539
9.5
10.392305
0
0
0
141.55
DDoS
708
0.017572
7,065
17
64
7,123.117103
7,123.117103
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
83,103,055.539853
9.5
10
0
0
0
141.55
DDoS
709
0
0
1
64
0.665694
0.665694
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
83,150,694.528458
9.5
9.165151
0
0
0
141.55
DDoS
710
0
54
6
64
18.288489
18.288489
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
83,067,370.105624
9.5
10.392305
0
0
0
141.55
DDoS
711
0
55.6
6.11
65.91
21.394344
21.394344
0
1
0
1
0
0
0
0
0.99
0
0.99
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
592.6
54
79.6
56.42305
7.284112
55.6
83,345,083.642146
9.5
10.609252
10.313401
344.119216
0.16
141.55
DDoS
712
0
0
1
64
6.350721
6.350721
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
83,483,198.45502
9.5
9.165151
0
0
0
141.55
DDoS
713
0.007925
2.96
46.12
65.06
22.802392
22.802392
0
0
0
0
0
0
0
0
0
0.04
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,121.78
497.78
592
585.796101
23.228874
581.5
83,677,639.174722
9.5
34.225357
32.930061
3,034.901876
0.18
141.55
Mirai
714
0
54
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
82,955,819.652917
9.5
10.392305
0
0
0
141.55
DoS
715
92.47376
4,471,032.3
6
215.7
55.328949
55.328949
0
0
0
0
0
1
0
0
0
1.6
0
168.3
4,316.7
0
1
0
0
0
0
0
1
0
0
0
0
1
1
12,009.5
46
5,858
797.605445
1,463.63568
223.6
166,520,654.349839
13.5
39.694947
2,072.728086
2,158,729.391756
1
244.6
Benign
716
0.315091
23,238.2
16.45
68.54
2,074.915261
2,074.915261
0
0
0
0
0
0
0
0
0
0
0
0.13
0.3
0
0
0
0
0
0
0
0
1
0
0
0
1
1
617.48
50
124.6
56.308437
18.749784
59.19
83,106,188.826851
9.5
10.514527
26.566438
3,154.44326
0.15
141.55
DDoS
717
0
0
1
65.91
1,048,576
1,048,576
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
83,150,038.507035
9.5
9.165151
0
0
0
141.55
DDoS
718
0.03173
40.09
46.59
65.7
6.281465
6.281465
0
0
0
0
0
0
0
0
0
0.04
0
0.13
0.26
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,163.53
539.53
592
588.33296
13.284338
587.23
83,702,741.326209
9.5
34.300732
18.822994
1,626.234828
0.11
141.55
Mirai
719
6.981985
108
6
64
0.286452
0.286452
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
82,981,075.747391
9.5
10.392305
0
0
0
141.55
DoS
720
0
54
6
64
26.918443
26.918443
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
83,072,488.039795
9.5
10.392305
0
0
0
141.55
DDoS
721
0.376224
736,182.5
17
64
1,292.703273
1,292.703273
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
83,370,698.827647
9.5
41.680604
769.472095
311,678.811559
0.95
141.55
DDoS
722
0.046429
23,826
17
64
9,669.691434
9,669.691434
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
83,106,422.950278
9.5
10
0
0
0
141.55
DDoS
723
0.003575
89.1
6
64
573.365186
573.365186
0
0
1
0
0
0
0
0
0
1.65
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,119.167883
9.5
10.392305
0
0
0
141.55
DDoS
724
0
54
6
64
0.998945
0.998945
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
82,926,057.58514
9.5
10.392305
0
0
0
141.55
DoS
725
0
54
6
64
124.789622
124.789622
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
83,037,706.957742
9.5
10.392305
0
0
0
141.55
DDoS
726
0.019105
60.04
6
64.59
3.502553
3.502553
0
0
0
0
0
0
0
0
0
0.05
0
0.01
0.05
0
0
0
0
0
0
0
1
0
0
0
0
1
1
578.76
54
65.76
54.701578
2.779799
55.68
83,037,131.000832
9.5
10.457303
3.943944
111.39955
0.07
141.55
DDoS
727
0
54
6
64
26.019804
26.019804
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
82,972,719.365547
9.5
10.392305
0
0
0
141.55
DoS
728
0.292909
1,480.52
6.11
64
1.825837
1.825837
0
0
0
0
1
1
0
0
0
0
0.19
0.99
0.99
0
0
0
0
0
0
0
1
0
0
0
0
1
1
578.25
54
65.25
54.985805
3.114428
54.75
83,330,810.212049
9.5
10.484265
4.410142
66.612132
0.15
141.55
DDoS
729
0.154342
23,729
17
64
3,716.531216
3,716.531216
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
83,123,828.023099
9.5
10
0
0
0
141.55
DDoS
730
0
729.76
6.05
65.27
1.189282
1.189282
0
0
0
0
0
0
0
0
0
0.01
0
0
0.48
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,842.62
375.9
1,491.2
948.891932
540.376337
913.62
83,340,702.409906
9.5
43.451495
764.166592
307,436.538129
0.95
141.55
DDoS
731
0.459424
149.14
6
65.72
4.709353
4.709353
0
0
0
1
0
0
0
0
0
1.08
0.92
0.16
0.35
0
0
0
0
0
0
0
1
0
0
0
0
1
1
581.45
54.28
64.49
55.567079
3.086232
54.85
82,972,528.354823
9.5
10.5394
4.369212
50.23031
0.3
141.55
DoS
732
0
53.46
5.94
63.36
16.973017
16.973017
0
1
0
1
0
0
0
0
0.99
0
0.99
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
568.02
54
55.02
54.105864
0.299135
54.06
83,348,161.218832
9.5
10.402469
0.423495
0.551418
0.17
141.55
DDoS
733
0.00092
55.26
6.11
64.64
17.843127
17.843127
0
1
0
1
0
0
0
0
0.99
0
0.99
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.08
54
55.08
54.056947
0.241309
54.36
83,345,085.957686
9.5
10.397827
0.343987
1.97241
0.03
141.55
DDoS
734
0.11188
17,801
17
64
3,433.001653
3,433.001653
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
83,106,613.957605
9.5
10
0
0
0
141.55
DDoS
735
0.046314
36,025
17
64
15,552.233967
15,552.233967
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
83,028,438.058059
9.5
10
0
0
0
141.55
DoS
736
0.005024
13.95
1.07
61.79
66.300852
66.300852
0
0
0
0
0
0
0
0
0.02
0.04
0
0.02
0.1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
10,246.6
131.66
1,499.68
975.087762
657.400593
983.26
83,245,150.408577
9.5
43.952507
929.588486
455,173.169826
0.95
141.55
DDoS
737
0
0
1
64
107.642859
107.642859
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
83,129,042.535905
9.5
9.165151
0
0
0
141.55
DDoS
738
0
54
6
64
2.94465
2.94465
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
83,033,401.123266
9.5
10.392305
0
0
0
141.55
DDoS
739
0
54
6
64
0.328397
0.328397
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
83,093,489.204624
9.5
10.392305
0
0
0
141.55
DDoS
740
0.030188
55.2
6
63.77
31.648
31.648
0
0
1
0
0
0
0
0
0
1.02
0
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.32
54
54.32
54.019781
0.076844
54.04
83,089,286.140943
9.5
10.394216
0.108977
0.074513
0.08
141.55
DDoS
741
0
54
6
64
16.113439
16.113439
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
83,362,004.973894
9.5
10.392305
0
0
0
141.55
DDoS
742
4.798485
108
6
64
0.416798
0.416798
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
82,926,067.667372
9.5
10.392305
0
0
0
141.55
DoS
743
0
81
6
64
9.157929
9.157929
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
82,925,808.00968
9.5
10.392305
0
0
0
141.55
DoS
744
0.105872
37,475
17
64
7,076.975942
7,076.975942
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
83,123,761.063817
9.5
10
0
0
0
141.55
DDoS
745
0.001026
1.16
1.05
63.77
15.438142
15.438142
0
0
0
0
0
0
0
0
0
0.02
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
1
1
1
443.56
42
44.56
42.242305
0.728411
42.16
83,150,311.621505
9.5
9.191355
1.03134
3.441192
0.16
141.55
DDoS
746
0
54
6
64
1.627544
1.627544
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
83,343,733.347842
9.5
10.392305
0
0
0
141.55
DDoS
747
0
0
1
64
27.553591
27.553591
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
83,124,635.382745
9.5
9.165151
0
0
0
141.55
DDoS
748
3.915335
108
6
64
0.510812
0.510812
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
82,947,529.026288
9.5
10.392305
0
0
0
141.55
DoS
749
0
54.67
6.11
64.64
86.669918
86.669918
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
574.37
54
61.37
54.515077
1.865934
54.67
83,313,818.913654
9.5
10.440956
2.643901
32.084561
0.11
141.55
DDoS
750
0
0
1
64
0.845675
0.845675
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
83,124,754.91244
9.5
9.165151
0
0
0
141.55
DDoS
751
0
54
6
64
1.002992
1.002992
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
83,330,861.02822
9.5
10.392305
0
0
0
141.55
DDoS
752
0
54
6
64
0.698955
0.698955
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
83,349,228.829586
9.5
10.392305
0
0
0
141.55
DDoS
753
0
54
6
64
35.11494
35.11494
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
82,951,158.543691
9.5
10.392305
0
0
0
141.55
DoS
754
5.615878
108
6
64
0.356133
0.356133
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
82,946,582.192401
9.5
10.392305
0
0
0
141.55
DoS
755
18.934805
49,210.4
9.3
82.1
27.06464
27.06464
0
0
0
0
0
1
0
0
0
0.8
0
100.9
216.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
7,531
63.7
5,244
496.336896
1,275.646857
246.1
166,521,583.689762
13.5
31.521091
1,807.677168
1,645,635.194432
1
244.6
Benign
756
0
54
6
64
2.344528
2.344528
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
83,089,195.904974
9.5
10.392305
0
0
0
141.55
DDoS
757
1.784469
206,586.14
8.53
64
152.336943
152.336943
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
3,221.37
219.57
462
338.15863
91.391472
280.93
82,942,876.890825
9.5
21.333128
129.414321
36,307.228079
0.26
141.55
DoS
758
0
54
6
64
32.694353
32.694353
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
83,089,814.176837
9.5
10.392305
0
0
0
141.55
DDoS
759
0.002577
620.12
5.99
63.58
28.743711
28.743711
0
0
0
0
0
0
0
0
0
0
0.14
0.05
0.47
0
0
0
0
0
0
0
1
0
0
0
0
1
1
8,002.47
290.34
1,320.2
767.473064
471.644966
770.08
83,339,752.909468
9.5
37.608408
666.003284
259,188.682863
0.95
141.55
DDoS
760
0.042426
32,575
17
64
15,349.424582
15,349.424582
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
83,016,569.621766
9.5
10
0
0
0
141.55
DoS
761
0
0
1
64
19.80594
19.80594
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
83,132,135.253439
9.5
9.165151
0
0
0
141.55
DDoS
762
0
0
1
64
19.361647
19.361647
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
83,132,287.689999
9.5
9.165151
0
0
0
141.55
DDoS
763
0
54
6
64
1.299611
1.299611
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
83,076,186.136854
9.5
10.392305
0
0
0
141.55
DDoS
764
0.028407
23,375
17
64
16,462.837471
16,462.837471
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
83,016,300.15245
9.5
10
0
0
0
141.55
DoS
765
25.08258
162,066
6
61.2
40.37362
40.37362
0
0
0
0
0
1
0
0
0
1.4
0
83.3
290.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
5,251.6
102
1,232.4
788.563651
529.100304
959.9
0.014085
5.5
37.781092
748.260825
350,592.509041
0.8
38.5
Benign
766
0
0
1
64
0.907015
0.907015
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
83,128,573.45385
9.5
9.165151
0
0
0
141.55
DDoS
767
0
53.46
5.94
63.36
2.14292
2.14292
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
567.78
54
54.78
54.060293
0.205798
54.06
83,034,134.471155
9.5
10.398108
0.291496
0.332236
0.13
141.55
DDoS
768
0.040099
135.94
14.33
94.56
0.458348
0.458348
0
0
0
0
0
0
0
0
0
0.02
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1,549.36
131.64
158.32
147.267109
12.278212
146.4
83,008,168.901202
9.5
17.089367
17.380849
524.890941
0.29
141.55
DoS
769
0.001834
107.84
6
64.58
3.082425
3.082425
0
0
0
0
0
0
0
0
0
0
0
0.01
0.04
0
0
0
0
0
0
0
1
0
0
0
0
1
1
622.92
54
109.92
57.226373
13.020997
63.32
82,946,577.624977
9.5
10.651108
18.485011
2,852.312976
0.06
141.55
DoS
770
0
54
6
64
38.674289
38.674289
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
83,037,685.421423
9.5
10.392305
0
0
0
141.55
DDoS
771
4.382687
108
6
64
0.456342
0.456342
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
82,973,040.561647
9.5
10.392305
0
0
0
141.55
DoS
772
0
54.24
6
65.69
0
0
0
0
1
0
0
0
0
0
0
0.99
0
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
570.36
54
57.36
54.275458
0.907174
54.24
82,985,343.706809
9.5
10.418608
1.284754
6.021082
0.14
141.55
DoS
773
0
54
6
64
1.355591
1.355591
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
83,068,521.367526
9.5
10.392305
0
0
0
141.55
DDoS
774
0.002132
55.02
6
63.95
6.701007
6.701007
0
1
0
1
0
0
0
0
1
0
0.99
0
0.02
0
1
0
0
0
0
0
1
0
0
0
0
1
1
568.44
54
55.44
54.083083
0.335305
54.24
83,340,927.17268
9.5
10.400308
0.476009
1.891419
0.06
141.55
DDoS
775
86.25732
6,157,329.9
6
214.3
68.324595
68.324595
0
0
0
0
0
1
0
0
0
0
0
243
5,893.6
0
1
0
0
0
0
0
1
0
0
0
0
1
1
426.6
66
129.6
74.96373
21.916493
76.6
0.00426
5.5
12.227671
30.994602
808.405819
0.6
38.5
Benign
776
0
54
6
64
47.091787
47.091787
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
83,089,276.522707
9.5
10.392305
0
0
0
141.55
DDoS
777
0
54
6
64
1.000417
1.000417
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
83,064,231.202463
9.5
10.392305
0
0
0
141.55
DDoS
778
10.345794
106.92
5.95
64
0.192915
0.192915
0
0
1
0
0
0
0
0
0
1.98
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
573.16
54
60.16
54.505005
1.663153
54.44
83,361,367.747457
9.5
10.44014
2.355383
20.237527
0.14
141.55
DDoS
779
0
0
47
64
3.228547
3.228547
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
6,216
592
592
592
0
592
83,693,710.332082
9.5
34.409301
0
0
0
141.55
Mirai
780
0.712914
63.18
6
64
0.477738
0.477738
0
0
1
0
0
0
0
0
0
1.17
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,366.309879
9.5
10.392305
0
0
0
141.55
DDoS
781
0.255651
22,120
17
64
2,407.095307
2,407.095307
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
83,101,918.945784
9.5
10
0
0
0
141.55
DDoS
782
0.060945
40,767.5
16.84
65.91
14,108.91838
14,108.91838
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
83,011,731.934332
9.5
10.005611
0.326121
1.064597
0.05
141.55
DoS
783
4.42276
380.25
6
65.18
1.944591
1.944591
0
0
1
0
0
0
0
0
0
2
0.01
0.15
0.4
0
0
0
0
0
0
0
1
0
0
0
0
1
1
607.29
54
93.51
56.123351
8.821126
67.56
82,985,616.715456
9.5
10.556707
12.574165
2,635.581306
0.03
141.55
DoS
784
0
54
6
64
0.301959
0.301959
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
83,365,452.814143
9.5
10.392305
0
0
0
141.55
DDoS
785
7.912953
108
6
64
0.25275
0.25275
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
82,946,586.360519
9.5
10.392305
0
0
0
141.55
DoS
786
0.05556
36,813.79
16.62
67.48
13,169.772921
13,169.772921
0
0
0
0
0
0
0
0
0
0
0
0.01
0.03
0
0
0
0
0
0
0
0
1
0
0
0
1
1
537.62
50
56.74
51.03111
2.040713
50.91
83,033,270.573967
9.5
10.0997
2.889712
28.792387
0.15
141.55
DoS
787
0
0
1
64
187.988436
187.988436
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
83,124,706.066992
9.5
9.165151
0
0
0
141.55
DDoS
788
0
0
1
64
0.376877
0.376877
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
83,128,554.669042
9.5
9.165151
0
0
0
141.55
DDoS
789
0
54
6
64
2.121151
2.121151
0
0
0
0
0
0
0
0
0
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1
0
0
0
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1
0
0
0
0
1
1
567
54
54
54
0
54
83,037,260.479496
9.5
10.392305
0
0
0
141.55
DDoS
790
0
54
6
64
37.383222
37.383222
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
83,314,078.598052
9.5
10.392305
0
0
0
141.55
DDoS
791
0
54
6
64
0.718733
0.718733
0
1
0
1
0
0
0
0
1
0
1
0
0
0
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1
0
0
0
0
1
1
567
54
54
54
0
54
83,348,449.566252
9.5
10.392305
0
0
0
141.55
DDoS
792
1.285355
1,524,331
17
64
2,140.623098
2,140.623098
0
0
0
0
0
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1
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1
1
5,817
554
554
554
0
554
83,788,978.7086
9.5
33.286634
0
0
0
141.55
Mirai
793
0.032685
17,647
17
64
14,333.920245
14,333.920245
0
0
0
0
0
0
0
0
0
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1
0
0
0
1
1
525
50
50
50
0
50
83,107,449.227566
9.5
10
0
0
0
141.55
DDoS
794
0
0
1
64
3.255458
3.255458
0
0
0
0
0
0
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0
0
0
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1
1
1
441
42
42
42
0
42
83,149,446.010103
9.5
9.165151
0
0
0
141.55
DDoS
795
0
54
6
64
31.780207
31.780207
0
0
0
0
0
0
0
0
0
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0
0
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0
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1
0
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0
0
1
1
567
54
54
54
0
54
83,034,117.116783
9.5
10.392305
0
0
0
141.55
DDoS
796
0
54
6
64
4.484354
4.484354
0
0
1
0
0
0
0
0
0
1
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
83,362,619.938995
9.5
10.392305
0
0
0
141.55
DDoS
797
0
0
1
64
1.968424
1.968424
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
83,128,630.817925
9.5
9.165151
0
0
0
141.55
DDoS
798
0.003228
21.61
46.59
64
12.476984
12.476984
0
0
0
0
0
0
0
0
0.01
0.02
0
0.02
0.08
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,156.82
532.82
592
587.86401
14.983174
586.62
83,698,527.573147
9.5
34.286603
21.230128
2,068.76448
0.11
141.55
Mirai
799