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
4.66509
108
6
64
0.428717
0.428717
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
82,951,160.497059
9.5
10.392305
0
0
0
141.55
DoS
1,500
0.028508
162.08
5.94
71.91
27.899745
27.899745
0
0
1
0
0
0
0
0
0
0.94
0.01
0.34
0.67
0
1
0
0
0
0
0
1
0
0
0
0
1
1
635.85
56.48
98.17
64.437474
13.140216
59.89
82,986,059.806032
9.5
11.173537
18.091049
852.105116
0.26
141.55
DoS
1,501
444.085316
83,341.7
8.7
109.2
1.844662
1.844662
0
0
0
0
0
1
0
0
0
0.4
0
397.7
678.9
0
1
0
0
0
0
0
1
0
0
0
0
1
1
584
58.4
175.8
98.541905
45.50269
117
0.04627
5.5
13.979117
64.350522
2,472.376646
0.9
38.5
Recon
1,502
0
54
6
64
2.058629
2.058629
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
83,314,072.638706
9.5
10.392305
0
0
0
141.55
DDoS
1,503
0
53.46
5.94
63.36
72.535067
72.535067
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
567.84
54
54.84
54.068864
0.226794
54.06
83,314,418.875877
9.5
10.39893
0.321189
0.376318
0.14
141.55
DDoS
1,504
0.006871
1.16
46.7
64
2.846782
2.846782
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
6,183.96
559.96
592
590.151413
7.460528
586.66
83,693,706.802392
9.5
34.354434
10.591197
936.370811
0.06
141.55
Mirai
1,505
0.691929
72.36
6
64
2.898704
2.898704
0
0
1
0
0
0
0
0
0
1.34
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,383.58271
9.5
10.392305
0
0
0
141.55
DDoS
1,506
0
53.46
5.94
63.36
5.161269
5.161269
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
568.2
54.06
55.2
54.215864
0.357419
54.06
83,331,879.656066
9.5
10.412846
0.505921
0.721418
0.19
141.55
DDoS
1,507
0
54
6
64
15.502954
15.502954
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
83,348,454.699038
9.5
10.392305
0
0
0
141.55
DDoS
1,508
0
0
1
64
1.745543
1.745543
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
83,128,820.047784
9.5
9.165151
0
0
0
141.55
DDoS
1,509
0
54
6
64
26.166065
26.166065
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
83,344,985.317398
9.5
10.392305
0
0
0
141.55
DDoS
1,510
4.129213
108
6
64
0.484354
0.484354
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
82,955,901.561177
9.5
10.392305
0
0
0
141.55
DoS
1,511
0.033805
58.36
6.11
64
2.876994
2.876994
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
567.24
54
54.24
54.013847
0.055884
54.04
82,956,256.561784
9.5
10.393646
0.079335
0.052539
0.06
141.55
DoS
1,512
0.020168
64.8
6
64
19.51487
19.51487
0
0
0
0
1
1
0
0
0
0
0.2
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,005.925268
9.5
10.392305
0
0
0
141.55
DDoS
1,513
0.127653
29,215
17
64
4,699.55107
4,699.55107
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
83,107,457.143249
9.5
10
0
0
0
141.55
DDoS
1,514
0
54
6
64
0
0
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
83,349,221.100108
9.5
10.392305
0
0
0
141.55
DDoS
1,515
0
58
6
46.3
53.370115
53.370115
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
899
58
58
58
0
58
166,421,210.398972
13.5
10.77033
0
0
0
244.6
Recon
1,516
2.025188
101.52
6
64
0.637811
0.637811
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
83,365,490.060269
9.5
10.392305
0
0
0
141.55
DDoS
1,517
0
0
1
64
173.986975
173.986975
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
83,149,345.9912
9.5
9.165151
0
0
0
141.55
DDoS
1,518
0
54
6
64
200.301051
200.301051
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
83,365,343.190522
9.5
10.392305
0
0
0
141.55
DDoS
1,519
7.011421
162
6
64
0.427873
0.427873
0
0
1
0
0
0
0
0
0
3
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,387.30935
9.5
10.392305
0
0
0
141.55
DDoS
1,520
0
54
6
64
2.497566
2.497566
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
82,956,237.880345
9.5
10.392305
0
0
0
141.55
DoS
1,521
0
54
6
64
32.799917
32.799917
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
83,090,141.759297
9.5
10.392305
0
0
0
141.55
DDoS
1,522
8.36663
109.14
6
64
0.24513
0.24513
0
0
1
0
0
0
0
0
0
2.01
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
571
54.2
58
54.719548
1.191397
54.2
82,985,614.822461
9.5
10.459079
1.686404
8.015752
0.19
141.55
DoS
1,523
0
0
1
65.91
5.029295
5.029295
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
83,150,052.539005
9.5
9.165151
0
0
0
141.55
DDoS
1,524
1.560119
204,969.5
7.1
64
100.094091
100.094091
0
0
0
0
0
1
0
0
0
1.8
0
10.5
173.1
0
1
0
0
0
0
0
1
0
0
0
0
1
1
7,919.9
1,224.4
1,514
1,471.681111
98.320226
1,251.7
0.001549
5.5
54.227348
139.045797
48,601.348654
0.2
38.5
Benign
1,525
0
54
6
64
10.819822
10.819822
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
83,349,382.233695
9.5
10.392305
0
0
0
141.55
DDoS
1,526
0
53.46
5.95
64
2.26416
2.26416
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
591.14
54
78.14
56.505457
7.079528
55.42
83,093,445.523899
9.5
10.616149
10.022712
308.855151
0.17
141.55
DDoS
1,527
0
54
6
64
589.317555
589.317555
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
82,951,543.116336
9.5
10.392305
0
0
0
141.55
DoS
1,528
0.142888
183,097
17
64
2,309.6018
2,309.6018
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
83,767,549.768905
9.5
33.286634
0
0
0
141.55
Mirai
1,529
7.120292
745.92
16.72
65.07
0.510446
0.510446
0
0
0
0
0
0
0
0
0
0.04
0
0.33
1.05
0
0
0
0
0
0
0
0
1
0
0
0
1
1
456.02
42
57.02
43.988192
4.67559
42.8
83,003,519.97488
9.5
9.369457
6.618338
82.714132
0.37
141.55
DoS
1,530
0.04184
15,131
17
64
11,844.493258
11,844.493258
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
83,495,209.949315
9.5
10
0
0
0
141.55
DDoS
1,531
0.03759
18,724.3
17
64.64
130,978.70115
130,978.70115
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
535.4
50
60.4
50.803906
2.743972
50.8
83,098,547.837266
9.5
10.078072
3.886618
59.06418
0.13
141.55
DDoS
1,532
0
54
6
64
3.716953
3.716953
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
83,348,406.448955
9.5
10.392305
0
0
0
141.55
DDoS
1,533
0.102567
30,580
17
64
6,970.28604
6,970.28604
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
83,098,577.607815
9.5
10
0
0
0
141.55
DDoS
1,534
0.073969
18,146.5
16.66
62.72
4,691.992016
4,691.992016
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
527.9
50
52.9
50.246215
0.793246
50.2
83,123,505.222984
9.5
10.024556
1.123333
2.229542
0.29
141.55
DDoS
1,535
0.460318
804,631.44
16.19
78.7
1,106.014915
1,106.014915
0
0
0
0
0
1
0
0
0
0
0
7.88
490.2
1
0
0
0
0
0
0
1
0
0
0
0
1
1
19,045.82
403.1
4,113.04
1,789.331407
1,194.338102
1,841.22
83,651,188.887639
9.5
54.996586
1,691.439725
2,204,007.306839
0.81
141.55
Mirai
1,536
0.044102
32,075
17
64
14,539.733018
14,539.733018
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
83,123,579.615451
9.5
10
0
0
0
141.55
DDoS
1,537
0.154528
32,037
17
64
4,666.844625
4,666.844625
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
83,101,797.824176
9.5
10
0
0
0
141.55
DDoS
1,538
0
0
1
64
1.866956
1.866956
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
83,128,878.958919
9.5
9.165151
0
0
0
141.55
DDoS
1,539
0
0
1
64
21.12543
21.12543
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
83,129,054.975308
9.5
9.165151
0
0
0
141.55
DDoS
1,540
0.101598
277,062.6
6
63.3
2,189.993634
2,189.993634
0
0
0
0
0
1
0
0
0
0
0
61
222.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
652.6
66
355.6
94.96
86.88
355.6
0.000306
5.5
13.007046
122.866874
75,481.344
0.1
38.5
Spoofing
1,541
0
54
6
64
19.436161
19.436161
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
83,033,812.163151
9.5
10.392305
0
0
0
141.55
DDoS
1,542
0
54
6
64
31.1781
31.1781
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
83,067,516.182122
9.5
10.392305
0
0
0
141.55
DDoS
1,543
2.039794
162
6
64
1.47074
1.47074
0
0
1
0
0
0
0
0
0
3
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,112.807185
9.5
10.392305
0
0
0
141.55
DDoS
1,544
4.353798
108
6
64
0.459369
0.459369
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
82,985,574.670836
9.5
10.392305
0
0
0
141.55
DoS
1,545
0
54
6
64
111.581798
111.581798
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
83,072,237.923736
9.5
10.392305
0
0
0
141.55
DDoS
1,546
1.36126
85.82
6.11
65.91
0.7525
0.7525
0
0
1
0
0
0
0
0
0
1.51
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
599
55.6
86
59.756383
9.53118
55.6
83,365,392.310632
9.5
10.847777
13.491234
513.008105
0.19
141.55
DDoS
1,547
0
54
6
64
228.491488
228.491488
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
83,089,789.526431
9.5
10.392305
0
0
0
141.55
DDoS
1,548
0
0
1
64
23.669531
23.669531
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
83,128,520.378769
9.5
9.165151
0
0
0
141.55
DDoS
1,549
0
54
6
64
36.7343
36.7343
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
83,348,242.482661
9.5
10.392305
0
0
0
141.55
DDoS
1,550
0.088731
29,370.5
17
64
7,037.314914
7,037.314914
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
83,106,310.652956
9.5
10
0
0
0
141.55
DDoS
1,551
0
53.46
5.94
63.36
2.709161
2.709161
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
567.6
54
54.6
54.040126
0.149099
54.06
83,331,310.655705
9.5
10.396174
0.211311
0.224905
0.1
141.55
DDoS
1,552
0
54
6
64
121.12289
121.12289
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
83,072,238.158769
9.5
10.392305
0
0
0
141.55
DDoS
1,553
0
757
6
64
66.034873
66.034873
0
0
0
0
0
0
0
0
0
0
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
1
1
10,197
431
1,514
1,004.797783
538.47074
944
83,339,958.454799
9.5
44.788211
761.45676
305,219.322301
0.95
141.55
DDoS
1,554
0
0
47
64
1.803711
1.803711
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
83,677,277.008563
9.5
34.409301
0
0
0
141.55
Mirai
1,555
0
55.89
6.22
64
122,610.786641
122,610.786641
0
0
0
0
1
1
0
0
0
0
0
0.98
0.98
0
0
0
0
0
0
0
1
0
0
0
0
1
1
584.55
54.9
63
56.787966
3.157344
54.9
83,332,027.703631
9.5
10.637094
4.469545
57.003936
0.18
141.55
DDoS
1,556
0.10509
18,685
17
64
7,259.457021
7,259.457021
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
83,106,961.402356
9.5
10
0
0
0
141.55
DDoS
1,557
0
0
1
64
4.848069
4.848069
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
83,128,695.904616
9.5
9.165151
0
0
0
141.55
DDoS
1,558
0
54
6
64
4.092067
4.092067
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
83,331,215.525135
9.5
10.392305
0
0
0
141.55
DDoS
1,559
0.059448
55.08
6
67.82
0.674851
0.674851
0
0
0
0
1
1
0
0
0
0
0.02
1
1.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,835.692543
9.5
10.392305
0
0
0
141.55
DDoS
1,560
0
54
6
64
1.713131
1.713131
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
83,330,807.354631
9.5
10.392305
0
0
0
141.55
DDoS
1,561
0.2446
19,067
17
64
125,818.015048
125,818.015048
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
83,102,822.061564
9.5
10
0
0
0
141.55
DDoS
1,562
0
0
47
64
42.275963
42.275963
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
6,069
578
578
578
0
578
83,647,086.076375
9.5
34
0
0
0
141.55
Mirai
1,563
0.000607
162.32
17
64.64
32.972361
32.972361
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
1,692.45
153.45
162
161.250788
2.366965
161.43
83,007,859.658583
9.5
17.957916
3.351708
38.475168
0.15
141.55
DoS
1,564
0
0
47
64
65.556999
65.556999
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
83,681,564.571522
9.5
34.409301
0
0
0
141.55
Mirai
1,565
0.058269
34,125
17
64
11,708.3932
11,708.3932
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
83,033,276.146766
9.5
10
0
0
0
141.55
DoS
1,566
0
54
6
64
21.744012
21.744012
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
82,947,249.537595
9.5
10.392305
0
0
0
141.55
DoS
1,567
20.124951
50,639.4
9.3
86.7
18.109515
18.109515
0
0
0
0
0
1
0
0
0
0
0
126.1
272.8
0
1
0
0
0
0
0
1
0
0
0
0
1
1
11,301.5
52.8
1,486
721.02834
692.773689
790.7
166,520,530.470225
13.5
38.023003
979.969706
480,208.468677
1
244.6
Benign
1,568
0.045418
25,075
17
64
11,034.597283
11,034.597283
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
83,028,587.652033
9.5
10
0
0
0
141.55
DoS
1,569
0
0
1
64
1.671585
1.671585
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
83,149,624.482387
9.5
9.165151
0
0
0
141.55
DDoS
1,570
1.725095
111.78
6
64
0.737956
0.737956
0
0
1
0
0
0
0
0
0
2.07
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,360.546014
9.5
10.392305
0
0
0
141.55
DDoS
1,571
0
54
6
64
49.198508
49.198508
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
83,037,257.591357
9.5
10.392305
0
0
0
141.55
DDoS
1,572
0
0
0.99
63.36
24.742602
24.742602
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
444.24
42
45.24
42.377593
0.982258
42.18
83,124,889.812019
9.5
9.205705
1.390485
5.682759
0.18
141.55
DDoS
1,573
0
54
6
64
9.356678
9.356678
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
83,348,407.084892
9.5
10.392305
0
0
0
141.55
DDoS
1,574
0.012286
75.6
6
64
68.146335
68.146335
0
0
1
0
0
0
0
0
0
1.4
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,533.364625
9.5
10.392305
0
0
0
141.55
DDoS
1,575
0
53.46
5.94
63.36
6.833468
6.833468
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
567.24
54
54.24
54.013021
0.054336
54.06
83,345,197.913859
9.5
10.393571
0.077297
0.07472
0.04
141.55
DDoS
1,576
0
54
6
64
274.577199
274.577199
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
83,345,188.578445
9.5
10.392305
0
0
0
141.55
DDoS
1,577
0
0
1
64
5.658542
5.658542
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
83,149,355.799995
9.5
9.165151
0
0
0
141.55
DDoS
1,578
0.02068
71.05
6.11
65.91
52.705427
52.705427
0
0
0
0
1
1
0
0
0
0
0.11
0.99
0.99
1
0
0
0
0
0
0
1
0
0
0
0
1
1
571.48
54
58.48
54.229895
0.988382
56.24
83,314,879.092535
9.5
10.413874
1.414737
50.037008
0.02
141.55
DDoS
1,579
0
0
1
64
139.339375
139.339375
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
83,124,651.498988
9.5
9.165151
0
0
0
141.55
DDoS
1,580
0
0
0.99
63.36
4.419285
4.419285
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
444.6
42.18
45.6
42.647593
1.072258
42.18
83,127,983.281257
9.5
9.232941
1.517764
6.492759
0.19
141.55
DDoS
1,581
0
54
6
64
32.089011
32.089011
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
83,348,189.465677
9.5
10.392305
0
0
0
141.55
DDoS
1,582
0.194416
36,160
17
64
7,513.86231
7,513.86231
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
83,123,746.932221
9.5
10
0
0
0
141.55
DDoS
1,583
0
56.58
6.22
66.55
22.740874
22.740874
0
0
1
0
0
0
0
0
0
0.98
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
589.86
54
76.86
55.687085
5.864008
56.58
83,094,075.539869
9.5
10.549051
8.312487
181.342994
0.21
141.55
DDoS
1,584
0
0
1
64
43.341836
43.341836
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
83,132,499.138057
9.5
9.165151
0
0
0
141.55
DDoS
1,585
2.021077
2,359,209
17
64
2,107.028983
2,107.028983
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
83,789,351.464411
9.5
33.286634
0
0
0
141.55
Mirai
1,586
0.040014
8,310.58
16.89
63.96
11,391.785447
11,391.785447
0
0
0
0
0
0
0
0
0
0
0
0.17
0.35
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.64
50
50.64
50.034722
0.144896
50.16
83,123,754.350204
9.5
10.003499
0.206124
0.531342
0.04
141.55
DDoS
1,587
0.043693
34,925
17
64
345,016.588868
345,016.588868
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
83,011,683.938359
9.5
10
0
0
0
141.55
DoS
1,588
4.067956
108
6
64
0.491648
0.491648
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
82,973,048.802135
9.5
10.392305
0
0
0
141.55
DoS
1,589
0
54
6
64
5.201904
5.201904
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
83,365,478.78452
9.5
10.392305
0
0
0
141.55
DDoS
1,590
0.13468
39,432.27
16.89
65.6
11,252.681161
11,252.681161
0
0
0
0
0
0
0
0
0
0.04
0
0.04
0.17
0
0
0
0
0
0
0
0
1
0
0
0
1
1
788.52
50
313.52
80.710909
79.890297
64.64
83,011,442.201978
9.5
11.887669
113.092748
37,592.081048
0.18
141.55
DoS
1,591
0.27531
97.2
6
64
4.363986
4.363986
0
0
1
0
0
0
0
0
0
1.8
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,990.959564
9.5
10.392305
0
0
0
141.55
DDoS
1,592
0.002041
57.24
6.11
64.58
13.631707
13.631707
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
581.96
54
68.96
55.045529
3.787568
55.36
83,344,530.701318
9.5
10.488988
5.366724
132.197827
0.11
141.55
DDoS
1,593
0
52.92
5.88
62.72
3.487545
3.487545
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
568.26
54
55.26
54.087465
0.317805
54.12
83,072,027.178912
9.5
10.400734
0.450352
0.488014
0.21
141.55
DDoS
1,594
0.002386
54.78
6
65.8
5.122608
5.122608
0
1
0
1
0
0
0
0
1.01
0
0.99
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.84
54
54.84
54.050113
0.198557
54.12
83,349,386.87088
9.5
10.397141
0.28171
0.568365
0.07
141.55
DDoS
1,595
0.080213
13,211.5
17
64
8,525.222052
8,525.222052
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
83,097,823.59983
9.5
10
0
0
0
141.55
DDoS
1,596
207.02283
22,282.4
8.1
82.6
0.695829
0.695829
0
0
0
0
0
0
0
0
0
0.1
0
69.9
139.8
0
0
0
0
0
0
0
0
0
0
0
0
1
1
663.6
77.6
230
133.369921
67.409948
114.6
0.049555
5.5
16.220447
95.332063
5,070.762672
0.9
38.5
Benign
1,597
0
54
6
64
2.924624
2.924624
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
82,950,694.531452
9.5
10.392305
0
0
0
141.55
DoS
1,598
0.050485
38,610
16.84
65.91
15,296.250965
15,296.250965
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
528
50
53
50.262881
0.830514
50.2
83,011,722.787324
9.5
10.026081
1.176038
4.736863
0.15
141.55
DoS
1,599