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
182
17
64
208.071436
208.071436
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
83,007,034.453876
9.5
19.078784
0
0
0
141.55
DoS
900
0
54
6
64
2.002439
2.002439
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
83,067,246.164632
9.5
10.392305
0
0
0
141.55
DDoS
901
4.806123
108
6
64
0.416136
0.416136
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
82,956,075.857369
9.5
10.392305
0
0
0
141.55
DoS
902
0
54
6
64
28.304225
28.304225
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
83,094,136.550355
9.5
10.392305
0
0
0
141.55
DDoS
903
1.845511
704,546.88
16.67
69.65
678.88723
678.88723
0
0
0
0
0
0
0
0
0
0.06
0
0.24
0.57
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,545.87
413.68
544.75
519.382644
46.291841
531.79
83,789,120.779104
9.5
32.064844
65.293541
8,249.206418
0.28
141.55
Mirai
904
2.44348
189.54
6
64
1.444383
1.444383
0
0
1
0
0
0
0
0
0
3.51
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,181.18909
9.5
10.392305
0
0
0
141.55
DDoS
905
0
0
0.98
62.72
0.705527
0.705527
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
446.94
42
45.06
42.590186
1.166027
42.36
83,150,002.546822
9.5
9.228147
1.650766
8.19813
0.17
141.55
DDoS
906
0.037014
24,475
17
64
13,215.419711
13,215.419711
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
83,016,368.998312
9.5
10
0
0
0
141.55
DoS
907
0
54
6
64
0
0
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
83,313,811.500341
9.5
10.392305
0
0
0
141.55
DDoS
908
0
54
6
64
4.420017
4.420017
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
83,361,427.076399
9.5
10.392305
0
0
0
141.55
DDoS
909
0.120626
33,037
17
64
5,393.363476
5,393.363476
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
83,123,808.557801
9.5
10
0
0
0
141.55
DDoS
910
0
54
6
64
16.904711
16.904711
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
83,348,383.787302
9.5
10.392305
0
0
0
141.55
DDoS
911
1.164815
112.32
6
64
0.900206
0.900206
0
0
1
0
0
0
0
0
0
2.08
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,504.537904
9.5
10.392305
0
0
0
141.55
DDoS
912
0
54
6
64
88.0047
88.0047
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
82,951,551.184271
9.5
10.392305
0
0
0
141.55
DoS
913
0
0
1
64
19.794163
19.794163
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
83,150,312.653262
9.5
9.165151
0
0
0
141.55
DDoS
914
5.26278
108
6
64
0.380031
0.380031
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
83,093,294.651195
9.5
10.392305
0
0
0
141.55
DDoS
915
0.005089
72.41
6
63.57
37.640788
37.640788
0
0
0
0
0
0
0
0
0.01
0.06
0
0.05
0.15
0
0
0
0
0
0
0
1
0
0
0
0
1
1
573.45
54
56.97
54.569195
0.997143
54.43
83,037,114.270706
9.5
10.446214
1.411776
6.32876
0.16
141.55
DDoS
916
0
54
6
64
304.741091
304.741091
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
83,331,766.681719
9.5
10.392305
0
0
0
141.55
DDoS
917
0.022872
1,117.73
46.18
65.18
4.158832
4.158832
0
0
0
0
0
0
0
0
0
0.04
0
0.59
1.35
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,214.63
587.01
595.62
591.936263
1.580402
588.82
83,681,353.122559
9.5
34.414816
1.143158
32.670249
0.02
141.55
Mirai
918
0
54
6
64
0.973051
0.973051
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
83,089,117.00742
9.5
10.392305
0
0
0
141.55
DDoS
919
0.025237
56.16
6
64
3.169928
3.169928
0
0
1
0
0
0
0
0
0
1.04
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,224.738572
9.5
10.392305
0
0
0
141.55
DDoS
920
0.086078
108,207.22
17
64.59
758.998379
758.998379
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
9,743.88
372.08
1,490.96
937.546793
545.102208
923.76
83,366,802.321977
9.5
43.17038
770.877199
312,876.76686
0.95
141.55
DDoS
921
0
54
6
64
3.986644
3.986644
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
82,972,630.484186
9.5
10.392305
0
0
0
141.55
DoS
922
0.037229
117.94
6
64
13.121718
13.121718
0
0
0
0
0
0
0
0
0
0
0
0.23
0.49
1
0
0
0
0
0
0
1
0
0
0
0
1
1
600.84
54
87.84
56.481269
8.739874
56.82
83,068,409.46064
9.5
10.611487
12.381393
646.929981
0.12
141.55
DDoS
923
0.000456
59.67
6.38
65.27
135.290639
135.290639
0
0
1
0
0
0
0
0
0
0.95
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
605.19
53.32
86.47
57.414827
9.065824
56.51
83,089,964.512733
9.5
10.691147
12.836936
538.032805
0.18
141.55
DDoS
924
0.003849
2.78
46.59
65.7
8.665644
8.665644
0
0
0
0
0
0
0
0
0.01
0
0
0.02
0.04
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,146.06
522.06
592
586.593732
18.453213
586.62
83,694,028.838243
9.5
34.248635
26.137504
2,671.214473
0.13
141.55
Mirai
925
0.148898
10,513.5
16.67
65.27
2,623.653207
2,623.653207
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
526.6
50
51.1
50.09052
0.275394
50.3
83,102,144.514095
9.5
10.009058
0.391039
1.328996
0.06
141.55
DDoS
926
0
54
6
64
3.926774
3.926774
0
0
0
0
1
1
0
0
0
0
0
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,331,053.583118
9.5
10.392305
0
0
0
141.55
DDoS
927
0
0
1
64
10.282627
10.282627
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
83,149,585.025348
9.5
9.165151
0
0
0
141.55
DDoS
928
0.98178
449.56
6.05
64.54
2.965201
2.965201
0
0
1
0
0
1
0
0
0.03
1.79
0.36
0.11
1.39
0
0
0
0
0
0
0
1
0
0
0
0
1
1
1,055.15
58.02
487.28
96.962145
119.79659
95.78
82,985,395.60901
9.5
13.313621
169.650709
49,003.726234
0.49
141.55
DoS
929
0.060819
22,725
17
64
7,466.62449
7,466.62449
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
83,101,939.738405
9.5
10
0
0
0
141.55
DDoS
930
1.659444
113,295.8
7.1
130.4
222.433712
222.433712
0
0
0
0
0
1
0
0
0.2
0
0
9.9
117.6
0
0
0
0
0
0
0
1
0
0
0
0
1
1
458.8
66
131.4
77.610198
22.280208
92.9
0.010564
5.5
12.421051
31.508972
1,017.734709
0.6
38.5
Benign
931
0
54
6
64
62.286135
62.286135
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
83,314,379.687278
9.5
10.392305
0
0
0
141.55
DDoS
932
0.061078
15,059
17
64
4,667.384568
4,667.384568
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
83,107,465.017754
9.5
10
0
0
0
141.55
DDoS
933
0
0
1
64
23.956459
23.956459
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
83,124,686.052736
9.5
9.165151
0
0
0
141.55
DDoS
934
0
54
6
64
138.236541
138.236541
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
83,495,258.574831
9.5
10.392305
0
0
0
141.55
DDoS
935
0
182
17
64
25.778026
25.778026
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
83,006,963.527961
9.5
19.078784
0
0
0
141.55
DoS
936
0
0
1
64
26.921899
26.921899
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
83,124,523.55498
9.5
9.165151
0
0
0
141.55
DDoS
937
0.03251
29,275
17
64
17,999.79149
17,999.79149
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
83,028,527.66116
9.5
10
0
0
0
141.55
DoS
938
0.189901
15,955
17
64
4,637.733959
4,637.733959
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
83,123,579.382279
9.5
10
0
0
0
141.55
DDoS
939
0.212316
75.6
6
64
3.774193
3.774193
0
0
1
0
0
0
0
0
0
1.4
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,401.619658
9.5
10.392305
0
0
0
141.55
DDoS
940
8.107938
177.8
6
65.8
0.494479
0.494479
0
0
1
0
0
0
0
0
0
2
0
0.06
0.17
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
82,981,011.212897
9.5
10.397141
0.28171
0.568365
0.07
141.55
DoS
941
35.064637
414,446.1
7.1
56.9
37.001081
37.001081
0
0
0
0
0
1
0
0
0.5
1
0
95
529.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
1,476.9
53.6
856.8
190.008611
260.996239
522.6
0.009058
5.5
17.591126
369.104422
214,511.585945
0.9
38.5
Benign
942
0
54
6
64
30.837523
30.837523
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
82,973,035.522671
9.5
10.392305
0
0
0
141.55
DoS
943
0.02267
17,862
17
64
24,977.422788
24,977.422788
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
83,098,711.49351
9.5
10
0
0
0
141.55
DDoS
944
0
0
1
64
0.401154
0.401154
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
83,128,498.203927
9.5
9.165151
0
0
0
141.55
DDoS
945
0.034459
23,314.5
16.84
65.91
13,526.131983
13,526.131983
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
83,011,481.324953
9.5
10.026081
1.176038
4.736863
0.15
141.55
DoS
946
0
0
1
64
22.900048
22.900048
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
83,124,767.99666
9.5
9.165151
0
0
0
141.55
DDoS
947
5.364636
108
6
64
0.372812
0.372812
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
82,955,804.694554
9.5
10.392305
0
0
0
141.55
DoS
948
0.01957
55.68
6
65.73
6.457612
6.457612
0
0
0
0
0
0
0
0
0
0.03
0
0
0.03
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569.6
54
56.6
54.200977
0.685993
54.2
83,068,269.572493
9.5
10.411546
0.971654
3.691511
0.13
141.55
DDoS
949
1.03373
779,707.1
16.66
63.36
1,320.914745
1,320.914745
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
5,741.32
483.26
554
546.929425
20.433474
540.54
83,784,873.553371
9.5
33.076453
28.388527
2,206.468093
0.19
141.55
Mirai
950
0.009813
7,210
17
64
14,311.802738
14,311.802738
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
83,106,422.863904
9.5
10
0
0
0
141.55
DDoS
951
0.05433
29,054.5
16.84
65.91
43,141.681838
43,141.681838
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
525.2
50
50.2
50.01
0.043589
50.2
83,012,229.795688
9.5
10
0
0
0
141.55
DoS
952
0
0
1
64
15.218437
15.218437
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
83,149,740.602683
9.5
9.165151
0
0
0
141.55
DDoS
953
0
757
5.94
63.36
1.745116
1.745116
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
9,564.2
311.2
1,453.86
871.905315
547.237644
940.86
83,340,418.042834
9.5
41.484274
773.857606
315,746.359204
0.95
141.55
DDoS
954
0
0
1
64
3.743624
3.743624
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
83,129,047.068518
9.5
9.165151
0
0
0
141.55
DDoS
955
0
54
6
64
4.854392
4.854392
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
83,361,853.646519
9.5
10.392305
0
0
0
141.55
DDoS
956
0
54
6
64
1.441233
1.441233
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
83,344,119.292689
9.5
10.392305
0
0
0
141.55
DDoS
957
0
54
6
64
7.680905
7.680905
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
82,972,613.812886
9.5
10.392305
0
0
0
141.55
DoS
958
0
54
6
64
29.784543
29.784543
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
83,343,803.540722
9.5
10.392305
0
0
0
141.55
DDoS
959
2.703103
133.92
6
64
0.925994
0.925994
0
0
1
0
0
0
0
0
0
2.48
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,495.637177
9.5
10.392305
0
0
0
141.55
DDoS
960
0.254508
66.18
6
64
1.677987
1.677987
0
0
1
0
0
0
0
0
0
1.21
0
0
0.21
0
0
0
0
0
0
0
1
0
0
0
0
1
1
576.04
54.2
55.44
54.860576
0.568621
54.84
83,089,135.635006
9.5
10.474088
0.805002
1.050821
0.31
141.55
DDoS
961
4.607394
162
6
64
0.656648
0.656648
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
83,362,031.330011
9.5
10.392305
0
0
0
141.55
DDoS
962
0.055458
17,993
17
64
7,755.236752
7,755.236752
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
83,106,450.169627
9.5
10
0
0
0
141.55
DDoS
963
0.144169
123,403.5
16.84
65.91
1,541.170704
1,541.170704
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
5,729.88
466.88
554
543.84694
26.411819
549.16
83,767,543.227107
9.5
32.968995
37.388586
4,108.704788
0.18
141.55
Mirai
964
0
54
6
64
122.003694
122.003694
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
83,033,915.440505
9.5
10.392305
0
0
0
141.55
DDoS
965
0
54
6
64
1.705489
1.705489
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
83,072,314.413266
9.5
10.392305
0
0
0
141.55
DDoS
966
0.077379
184.44
6
64
33.531236
33.531236
0
0
1
0
0
0
0
0
0
1.18
0
0
0.18
0
0
0
0
0
0
0
1
0
0
0
0
1
1
1,628.64
153.12
174
157.986756
8.138931
153.12
83,089,460.464023
9.5
17.633912
11.521493
378.787633
0.18
141.55
DDoS
967
0
0
1
64
3.70772
3.70772
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
83,149,576.883266
9.5
9.165151
0
0
0
141.55
DDoS
968
0.121847
133,203.76
17
64
1,933.644392
1,933.644392
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
83,784,867.62453
9.5
33.286634
0
0
0
141.55
Mirai
969
0
54
6
64
1.060362
1.060362
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
83,067,310.238907
9.5
10.392305
0
0
0
141.55
DDoS
970
0
0
1
64
49.421747
49.421747
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
83,124,530.54636
9.5
9.165151
0
0
0
141.55
DDoS
971
0.109483
46.65
6.54
227.45
10.472021
10.472021
0
0
0
0
0
0
0
0
0
0.08
0
0.02
0.12
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1,160.36
64
252.96
96.192628
56.186189
136.88
83,651,089.799887
9.5
13.402535
79.568178
16,417.25661
0.49
141.55
Mirai
972
0.19948
39,225.5
17
64
5,118.722658
5,118.722658
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
83,102,454.016088
9.5
10
0
0
0
141.55
DDoS
973
0.137357
44,302.5
16.83
63.36
6,450.75333
6,450.75333
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
525.6
50
50.6
50.034618
0.13971
50.1
83,103,059.130556
9.5
10.003478
0.198337
0.328371
0.06
141.55
DDoS
974
4.417141
141.48
6
64
0.807272
0.807272
0
0
1
0
0
0
0
0
0
2.62
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,343.023343
9.5
10.392305
0
0
0
141.55
DDoS
975
0
54
6
64
978.491543
978.491543
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
83,072,029.231873
9.5
10.392305
0
0
0
141.55
DDoS
976
0
54
6
64
2.458017
2.458017
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
83,093,268.007446
9.5
10.392305
0
0
0
141.55
DDoS
977
0
54
6
64
10.604893
10.604893
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
83,037,109.651049
9.5
10.392305
0
0
0
141.55
DDoS
978
7.513392
131.5
6
65.72
0.276806
0.276806
0
0
1
0
0
0
0
0
0
1.96
0
0.08
0.11
0
0
0
0
0
0
0
1
0
0
0
0
1
1
589.4
54
76.4
55.378138
5.367085
56.95
82,976,840.389638
9.5
10.516735
7.612532
342.894205
0.11
141.55
DoS
979
0
0
1
64
0.746278
0.746278
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
83,482,387.981855
9.5
9.165151
0
0
0
141.55
DDoS
980
0.012699
219.07
6
67.6
47.469236
47.469236
0
0
0
0
1
1
0
0
0
0.04
0.06
1.15
1.41
1
0
0
0
0
0
0
1
0
0
0
0
1
1
620.58
54
107.58
57.608652
13.350615
59.31
83,314,879.107552
9.5
10.698413
18.920812
1,684.304142
0.24
141.55
DDoS
981
0
54
6
64
18.600141
18.600141
0
0
1
0
0
0
0
0
0
1
0
0
0
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0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,335.989618
9.5
10.392305
0
0
0
141.55
DDoS
982
0
54
6
65.91
0.402054
0.402054
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
83,314,510.928812
9.5
10.392305
0
0
0
141.55
DDoS
983
0
54
6
64
1.675568
1.675568
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
83,089,128.888643
9.5
10.392305
0
0
0
141.55
DDoS
984
3.853728
187.38
6
64
0.895995
0.895995
0
0
1
0
0
0
0
0
0
3.47
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,294.777107
9.5
10.392305
0
0
0
141.55
DDoS
985
4.821662
108
6
64
0.414795
0.414795
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
82,946,720.375085
9.5
10.392305
0
0
0
141.55
DoS
986
0
54
6
64
35.909215
35.909215
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
83,093,390.944649
9.5
10.392305
0
0
0
141.55
DDoS
987
0
54
6
64
5.496068
5.496068
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
83,362,442.688944
9.5
10.392305
0
0
0
141.55
DDoS
988
0
54
6
64
0.996929
0.996929
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
83,313,873.214812
9.5
10.392305
0
0
0
141.55
DDoS
989
4.904049
250.16
6
64
0.542118
0.542118
0
0
0
0
0
0
0
0
0.01
0.12
0
0.23
0.45
0
0
0
0
0
0
0
1
0
0
0
0
1
1
579.73
54.36
62.29
55.800486
2.422809
54.67
83,072,302.229056
9.5
10.556294
3.429523
31.736041
0.19
141.55
DDoS
990
2.189273
147.42
6
64
1.928874
1.928874
0
0
1
0
0
0
0
0
0
2.73
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,575.307296
9.5
10.392305
0
0
0
141.55
DDoS
991
0
0
1
64
0.911659
0.911659
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
83,124,769.922494
9.5
9.165151
0
0
0
141.55
DDoS
992
0
54
6
64
19.065047
19.065047
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
83,313,996.475364
9.5
10.392305
0
0
0
141.55
DDoS
993
0
54
6
64
2.087357
2.087357
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
83,313,821.5575
9.5
10.392305
0
0
0
141.55
DDoS
994
0.030005
58.07
6.11
65.91
6.59767
6.59767
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
567.95
54
54.95
54.053107
0.218055
54.19
83,072,386.776649
9.5
10.397438
0.309815
0.960799
0.05
141.55
DDoS
995
0
54
6
64
1.336222
1.336222
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
83,318,159.765485
9.5
10.392305
0
0
0
141.55
DDoS
996
19.621644
57,892.2
6
115.8
49.785015
49.785015
0
0
0
0
1
1
0
0
0
1.6
0
179.3
364.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
983.1
66
351.8
174.143968
116.662182
161.8
0.008814
5.5
18.488242
164.98524
15,245.164459
0.9
38.5
Benign
997
2.009539
77.22
6
64
0.61746
0.61746
0
0
1
0
0
0
0
0
0
1.43
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,316.094925
9.5
10.392305
0
0
0
141.55
DDoS
998
0
52.38
5.82
62.08
40.41547
40.41547
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
569.34
54
55.62
54.18195
0.498567
54.18
83,033,996.905095
9.5
10.409795
0.70612
0.951727
0.27
141.55
DDoS
999