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
0
1
64
1.229854
1.229854
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
83,150,318.869066
9.5
9.165151
0
0
0
141.55
DDoS
243,531
4.860937
118.22
6.11
64
0.437317
0.437317
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
566.44
53.44
54
53.95409
0.151196
53.96
82,951,566.47283
9.5
10.38787
0.214126
0.167252
0.14
141.55
DoS
243,532
0
53.46
5.94
63.36
0.994014
0.994014
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
567.6
54
54.6
54.040126
0.149099
54.06
83,067,582.344489
9.5
10.396174
0.211311
0.224905
0.1
141.55
DDoS
243,533
0.030259
57.74
6.11
65.91
10.890745
10.890745
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
578.2
54
65.2
54.668169
2.647427
55.6
83,093,132.698963
9.5
10.45433
3.756138
101.042676
0.07
141.55
DDoS
243,534
0
0
0.99
63.36
37.895258
37.895258
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
443.7
42
44.7
42.236593
0.747463
42.18
83,149,494.98787
9.5
9.190745
1.058434
3.836859
0.15
141.55
DDoS
243,535
0.000248
54.04
5.94
63.36
56.34957
56.34957
0
0
1
0
0
0
0
0
0
0.99
0.01
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.42
54
54.42
54.025056
0.099279
54.06
82,980,905.82811
9.5
10.394727
0.140855
0.142091
0.07
141.55
DoS
243,536
0.006659
8,514.5
17
64
25,601.686867
25,601.686867
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
83,028,621.262706
9.5
10
0
0
0
141.55
DoS
243,537
0
54
6
64
3.489257
3.489257
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
83,314,072.293525
9.5
10.392305
0
0
0
141.55
DDoS
243,538
0
54
6
64
35.253066
35.253066
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
83,089,221.440508
9.5
10.392305
0
0
0
141.55
DDoS
243,539
0
0
1
64
1.028176
1.028176
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
83,149,818.459227
9.5
9.165151
0
0
0
141.55
DDoS
243,540
0.321861
103,302.16
16.89
63.77
47,120.893402
47,120.893402
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
0
1
1
9,488.56
347
1,456.4
872.495071
545.534705
920.6
83,366,242.832507
9.5
41.596991
771.527816
313,396.846588
0.95
141.55
DDoS
243,541
2.639535
108
6
64
0.814828
0.814828
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
83,361,308.579872
9.5
10.392305
0
0
0
141.55
DDoS
243,542
0
54
6
64
18.249937
18.249937
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
83,361,345.529958
9.5
10.392305
0
0
0
141.55
DDoS
243,543
0.175446
409,447.6
6
56
1,684.244859
1,684.244859
0
0
0
0
1
1
0
0
0
0
0
125.8
295.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
16,580.6
1,948.4
4,410
3,201.724444
920.809636
2,817.2
0.000225
5.5
79.824002
1,302.221476
954,739.898131
0.9
38.5
Spoofing
243,544
0
54
6
64
16.293276
16.293276
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
83,345,006.459261
9.5
10.392305
0
0
0
141.55
DDoS
243,545
0
0
1
64
35.556751
35.556751
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
83,153,727.018443
9.5
9.165151
0
0
0
141.55
DDoS
243,546
0
54
6
64
2.598697
2.598697
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
83,314,383.703579
9.5
10.392305
0
0
0
141.55
DDoS
243,547
0
54
6
64
6.894387
6.894387
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
83,093,390.97033
9.5
10.392305
0
0
0
141.55
DDoS
243,548
0
54
6
64
196.717117
196.717117
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
83,089,931.494912
9.5
10.392305
0
0
0
141.55
DDoS
243,549
3.153641
139.32
6
64
0.727079
0.727079
0
0
1
0
0
0
0
0
0
2.58
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,112.611766
9.5
10.392305
0
0
0
141.55
DDoS
243,550
0.11916
26,844
17
64
5,962.213375
5,962.213375
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
83,101,873.342732
9.5
10
0
0
0
141.55
DDoS
243,551
0
54
6
64
699,050.666667
699,050.666667
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
83,331,735.191172
9.5
10.392305
0
0
0
141.55
DDoS
243,552
7.486441
2,464,810.62
16.89
65.91
593.544439
593.544439
0
0
0
0
0
0
0
0
0
0
0
0.02
0.04
0
0
0
0
0
0
0
0
1
0
0
0
1
1
5,780.19
517.19
554
551.636543
8.987762
549.91
83,762,945.8246
9.5
33.214414
12.741571
906.818187
0.09
141.55
Mirai
243,553
0
54
6
64
5.982668
5.982668
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
83,344,485.535218
9.5
10.392305
0
0
0
141.55
DDoS
243,554
0
162
17
64
71.512915
71.512915
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
83,008,127.468526
9.5
18
0
0
0
141.55
DoS
243,555
0.057822
11,337.72
16.89
65.73
4,755.094727
4,755.094727
0
0
0
0
0
0
0
0
0
0.03
0
0
0.02
0
0
0
0
0
0
0
0
1
0
0
0
1
1
528.6
50
53.6
50.315458
0.996617
50.24
83,028,593.187853
9.5
10.031237
1.411246
6.821082
0.15
141.55
DoS
243,556
0
54
6
64
30.869865
30.869865
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
83,093,442.41026
9.5
10.392305
0
0
0
141.55
DDoS
243,557
0
182
17
64
12.494296
12.494296
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
83,006,948.409325
9.5
19.078784
0
0
0
141.55
DoS
243,558
0
0
1
64
43.112687
43.112687
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
83,150,121.806966
9.5
9.165151
0
0
0
141.55
DDoS
243,559
0.036754
89.44
6
65.51
13.593063
13.593063
0
0
1
0
0
0
0
0
0.04
1.09
0
0.08
0.31
0
1
0
0
0
0
0
1
0
0
0
0
1
1
572.59
54
56.59
54.434242
0.838263
54.43
83,094,028.906985
9.5
10.433571
1.187086
5.108918
0.14
141.55
DDoS
243,560
0.024757
134.91
5.94
65.1
4.050751
4.050751
0
0
0
0
1
1
0
0
0
0.02
0
1.05
1.16
0
0
0
0
0
0
0
1
0
0
0
0
1
1
576.8
54
63.8
54.916932
2.776233
54.62
83,314,434.519563
9.5
10.478416
3.930879
42.530922
0.3
141.55
DDoS
243,561
0
54.2
6
64
0
0
0
1
0
1
0
0
0
0
0.99
0.01
0.99
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569
54
56
54.133754
0.496995
54.2
83,348,622.565919
9.5
10.405144
0.704371
2.49895
0.1
141.55
DDoS
243,562
0.186452
75.6
6
64
4.296482
4.296482
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
83,365,555.441639
9.5
10.392305
0
0
0
141.55
DDoS
243,563
0
53.46
5.94
63.36
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
568.08
54
55.08
54.125864
0.327419
54.06
83,076,108.084209
9.5
10.404376
0.463495
0.631418
0.18
141.55
DDoS
243,564
0
53.46
5.94
63.36
19.705214
19.705214
0
0
1
0
0
0
0
0
0
0.99
0
0
0
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567.18
54
54.18
54.009491
0.040218
54.06
83,094,086.791359
9.5
10.393232
0.057331
0.054789
0.03
141.55
DDoS
243,565
0
0
1
64
11.996736
11.996736
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
83,150,316.332993
9.5
9.165151
0
0
0
141.55
DDoS
243,566
1.40228
108
6
64
1.426249
1.426249
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
83,362,451.85859
9.5
10.392305
0
0
0
141.55
DDoS
243,567
0
54
6
64
5.610799
5.610799
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
83,331,673.927586
9.5
10.392305
0
0
0
141.55
DDoS
243,568
0
54
6
64
1.242224
1.242224
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
83,089,738.255278
9.5
10.392305
0
0
0
141.55
DDoS
243,569
0.128212
42,125
17
64
62,897.364746
62,897.364746
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
83,098,790.624849
9.5
10
0
0
0
141.55
DDoS
243,570
0
0
1
64
1.217835
1.217835
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
83,128,826.152535
9.5
9.165151
0
0
0
141.55
DDoS
243,571
0
54
6
64
45.482703
45.482703
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
82,981,024.147595
9.5
10.392305
0
0
0
141.55
DoS
243,572
0
0
1
64
36.545697
36.545697
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
83,132,498.017114
9.5
9.165151
0
0
0
141.55
DDoS
243,573
0
0
1
64
1.978702
1.978702
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
83,149,561.068732
9.5
9.165151
0
0
0
141.55
DDoS
243,574
0
54
6
64
48.156699
48.156699
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
83,076,434.056044
9.5
10.392305
0
0
0
141.55
DDoS
243,575
0.00163
3.74
46.18
64
24.132058
24.132058
0
0
0
0
0
0
0
0
0
0
0
0.02
0.05
0
0
0
0
0
0
0
0
0
0
0
0
1
1
6,081.5
522.06
592
581.859964
24.369058
581.24
83,677,264.152926
9.5
34.102571
34.515492
4,626.351581
0.13
141.55
Mirai
243,576
0
54
6
64
56.720024
56.720024
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
83,345,158.28717
9.5
10.392305
0
0
0
141.55
DDoS
243,577
0.005377
6,225
17
64
23,254.979028
23,254.979028
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
83,016,660.675276
9.5
10
0
0
0
141.55
DoS
243,578
0.000498
59.9
6.05
65.27
28.495285
28.495285
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
609.32
54
96.32
57.491696
11.449817
57.01
83,076,195.540061
9.5
10.696577
16.215269
910.247064
0.31
141.55
DDoS
243,579
0.000271
181.62
16.89
64
122.260734
122.260734
0
0
0
0
0
0
0
0
0.01
0
0
0
0.02
0
0
0
0
0
0
0
0
1
0
0
0
1
1
1,906.36
177.36
182
181.748268
1.050493
180.84
83,003,700.524526
9.5
19.06531
1.494401
27.928661
0.04
141.55
DoS
243,580
0
54
6
64
1.603577
1.603577
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
83,090,191.439216
9.5
10.392305
0
0
0
141.55
DDoS
243,581
0
54
6
64
0
0
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
82,926,068.950324
9.5
10.392305
0
0
0
141.55
DoS
243,582
0.034851
6,101.9
17
64.64
355,381.36913
355,381.36913
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
532.2
50
57.2
50.839096
2.182795
50.4
83,097,601.385442
9.5
10.081459
3.089966
28.063007
0.18
141.55
DDoS
243,583
0.059599
90.18
6
64
19.604908
19.604908
0
0
1
0
0
0
0
0
0
1.67
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,445.732594
9.5
10.392305
0
0
0
141.55
DDoS
243,584
0
54
6
64
0.828255
0.828255
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
83,072,367.330635
9.5
10.392305
0
0
0
141.55
DDoS
243,585
0
54
6
64
179.141686
179.141686
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
83,072,380.497698
9.5
10.392305
0
0
0
141.55
DDoS
243,586
569.696339
44,544.4
12.6
87.6
32.866886
32.866886
0
0
0
0
0
0
0
0
0
0.8
0
17.2
44.6
0
0
0
0
0
0
0
0
1
0
0
0
1
1
369.8
58.8
86.4
66.98
8.124216
72
0.007173
5.5
11.572052
11.489376
135.791556
0.6
38.5
Recon
243,587
0.017854
40,350.17
12.67
65.96
8,372.187726
8,372.187726
0
0
0
0
0
0
0
0
0
0.01
0
0.17
0.33
0
0
0
0
0
0
0
0
0
0
0
0
1
1
7,470.37
271.56
1,202.71
721.709687
439.228447
692.87
83,370,418.069302
9.5
35.762183
621.158666
253,204.255884
0.88
141.55
DDoS
243,588
0
54
6
64
1,425.42192
1,425.42192
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
83,067,301.476096
9.5
10.392305
0
0
0
141.55
DDoS
243,589
0
54
6
64
77.192476
77.192476
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
82,972,704.564286
9.5
10.392305
0
0
0
141.55
DoS
243,590
54.993271
702,668.7
7.1
82.7
55.862289
55.862289
0
0
0
0
0
1
0
0
0
1.4
0
202.1
961.4
0
1
0
0
0
0
0
1
0
0
0
0
1
1
4,894.2
66
1,239.2
724.282302
538.774004
1,103.4
0.007536
5.5
36.221146
761.941503
353,811.605048
0.9
38.5
Benign
243,591
0
54
6
64
26.378275
26.378275
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
83,344,283.039647
9.5
10.392305
0
0
0
141.55
DDoS
243,592
3.253565
108
6
64
1.741359
1.741359
0
0
1
0
0
0
0
0
0
2
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,398.082512
9.5
10.392305
0
0
0
141.55
DDoS
243,593
0
54
6
64
31.839252
31.839252
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
83,075,914.347262
9.5
10.392305
0
0
0
141.55
DDoS
243,594
0
54
6
64
36.086864
36.086864
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
83,348,117.514781
9.5
10.392305
0
0
0
141.55
DDoS
243,595
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
83,094,139.462023
9.5
10.392305
0
0
0
141.55
DDoS
243,596
4.508617
108
6
64
0.443595
0.443595
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
82,946,977.509114
9.5
10.392305
0
0
0
141.55
DoS
243,597
0.009222
66.42
6
64
51.127542
51.127542
0
0
0
0
1
1
0
0
0
0
0.23
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,859.568128
9.5
10.392305
0
0
0
141.55
DDoS
243,598
70.13672
12,333.3
7.6
121.9
8.798362
8.798362
0
0
0
0
0
1
0
0
0.3
2
0
50.7
103.1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
1,091.7
64.3
551.4
168.416429
173.287018
421
0.007448
5.5
17.784962
245.064851
83,865.237777
0.9
38.5
Benign
243,599
0.468708
118.22
6
64
3.818564
3.818564
0
0
1
0
0
1
0
0
0
1.53
0.62
0
0.53
0
0
0
0
0
0
0
1
0
0
0
0
1
1
590.24
56
56.52
56.279941
0.214806
56.12
82,972,549.306997
9.5
10.607858
0.300904
0.366129
0.13
141.55
DoS
243,600
0
54
6
64
11.767539
11.767539
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
83,344,764.566652
9.5
10.392305
0
0
0
141.55
DDoS
243,601
4.291777
108
6
64
0.466007
0.466007
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
82,947,337.750429
9.5
10.392305
0
0
0
141.55
DoS
243,602
3.901056
108
6
64
0.512682
0.512682
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
82,977,513.167467
9.5
10.392305
0
0
0
141.55
DoS
243,603
0
54
6
64
2.263055
2.263055
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
82,947,329.795908
9.5
10.392305
0
0
0
141.55
DoS
243,604
0.099776
34,415
17
64
6,899.068494
6,899.068494
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
83,102,270.594497
9.5
10
0
0
0
141.55
DDoS
243,605
0
54
6
64
54.322974
54.322974
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
83,344,955.031148
9.5
10.392305
0
0
0
141.55
DDoS
243,606
0.514087
141,468.22
15.4
71.56
261.396234
261.396234
0
0
0
0
0
0
0
0
0
0
0
0.2
0.23
0
0
0
0
0
0
0
0
0
0
0
0
1
1
8,324.72
219.54
1,476.52
802.513323
545.85733
776.76
83,369,917.059217
9.5
39.538102
772.225503
316,416.934085
0.95
141.55
DDoS
243,607
0
54
6
64
8.825029
8.825029
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
82,986,064.779949
9.5
10.392305
0
0
0
141.55
DoS
243,608
0
0
1
64
2.008538
2.008538
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
83,149,562.610776
9.5
9.165151
0
0
0
141.55
DDoS
243,609
0
182
17
64
24.918977
24.918977
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
83,006,959.969178
9.5
19.078784
0
0
0
141.55
DoS
243,610
0.00103
182.98
17
64.58
19.665763
19.665763
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
1,914.45
182
185.45
182.302313
0.955091
182.23
83,007,444.681442
9.5
19.094611
1.352444
6.264501
0.15
141.55
DoS
243,611
0.013536
12,625
17
64
18,599.552335
18,599.552335
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
83,103,044.269039
9.5
10
0
0
0
141.55
DDoS
243,612
213.067628
1,543,984.2
7.1
78.4
27.647822
27.647822
0
0
0
0
0
0
0
0
0
0.8
6.2
189.7
1,916
0
1
0
0
0
0
0
1
0
0
0
0
1
1
352.3
54
92.8
61.001389
12.677006
70.1
0.005293
5.5
11.030125
17.927994
317.266248
0.8
38.5
Recon
243,613
1.6285
92.88
6
64
0.745348
0.745348
0
0
1
0
0
0
0
0
0
1.72
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,039.596904
9.5
10.392305
0
0
0
141.55
DDoS
243,614
0
54
6
64
1.481536
1.481536
0
0
1
0
0
0
0
0
0
0.99
0.01
0
0.01
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,250.305252
9.5
10.392305
0
0
0
141.55
DDoS
243,615
0
54
6
64
2.555321
2.555321
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
83,093,453.558741
9.5
10.392305
0
0
0
141.55
DDoS
243,616
0
0
45.6
64.63
19.911115
19.911115
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
5,882.9
479.96
578
557.754084
37.39067
562.84
83,573,727.290215
9.5
33.368003
51.449424
7,553.34519
0.18
141.55
Mirai
243,617
0.005841
730.56
6.05
65.09
7.542867
7.542867
0
0
0
0
0
0
0
0
0
0.03
0
0
0.5
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,537.06
341.54
1,468.4
894.892226
542.161129
912.03
83,340,018.905425
9.5
42.144265
766.691717
309,540.00897
0.95
141.55
DDoS
243,618
0.085968
18,955
17
64
5,176.930097
5,176.930097
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
83,097,617.237652
9.5
10
0
0
0
141.55
DDoS
243,619
0
0
0.99
65.27
7.52038
7.52038
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
442.26
42
43.26
42.075169
0.297836
42.18
83,128,817.661183
9.5
9.173352
0.422565
1.278821
0.07
141.55
DDoS
243,620
0.090133
78.95
5.82
65.52
1.746992
1.746992
0
0
1
0
0
0
0
0
0
0.95
0
0.07
0.11
0
0
0
0
0
0
0
1
0
0
0
0
1
1
582.8
54
67.1
55.461227
3.642547
55.07
83,093,292.377719
9.5
10.527338
5.157871
77.483795
0.23
141.55
DDoS
243,621
0.112228
25,075
17
64
4,526.425816
4,526.425816
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
83,015,838.833479
9.5
10
0
0
0
141.55
DoS
243,622
0
0
1
64
21.210252
21.210252
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
9,572.52
362
1,456.4
877.842241
544.138853
938
83,283,944.403861
9.5
41.710174
769.472095
311,678.811559
0.95
141.55
DDoS
243,623
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
83,331,309.465447
9.5
10.392305
0
0
0
141.55
DDoS
243,624
0
0
1
64
2.878223
2.878223
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
83,124,520.441905
9.5
9.165151
0
0
0
141.55
DDoS
243,625
4.071502
108
6
64
0.491219
0.491219
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
82,985,332.463988
9.5
10.392305
0
0
0
141.55
DoS
243,626
0.761573
98.28
6
64
1.615671
1.615671
0
0
1
0
0
0
0
0
0
1.82
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,655.087332
9.5
10.392305
0
0
0
141.55
DDoS
243,627
0.000228
3.38
46.23
64
75.827283
75.827283
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
5,975.78
484.78
578
570.860397
24.399846
569.37
83,586,179.508031
9.5
33.78527
34.571912
3,195.706762
0.2
141.55
Mirai
243,628
13.332119
978,767.4
6
64
72.419004
72.419004
0
0
0
0
0
1
0
0
0
0
0
50.6
965.5
0
1
0
0
0
0
0
1
0
0
0
0
1
1
14,120.4
1,514
5,280.2
2,264.820595
1,389.892557
3,155.3
0.002675
5.5
66.591635
1,965.604905
3,226,150.785671
0.6
38.5
Benign
243,629
0.027427
27,125
17
64
19,767.665825
19,767.665825
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
83,011,480.149647
9.5
10
0
0
0
141.55
DoS
243,630