Datasets:
abideen
/
iot

Dataset card Data Studio Files
xet
Community
1
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
12.763483
12.763483
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
83,318,194.594239
9.5
10.392305
0
0
0
141.55
DDoS
1,800
0
54
6
64
331.570448
331.570448
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
83,313,707.186598
9.5
10.392305
0
0
0
141.55
DDoS
1,801
0.038003
28,875
17
64
15,189.600293
15,189.600293
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
83,011,799.928655
9.5
10
0
0
0
141.55
DoS
1,802
0
0
47
64
2.94111
2.94111
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
83,676,908.394207
9.5
34.409301
0
0
0
141.55
Mirai
1,803
4.570115
108
6
64
0.437627
0.437627
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
82,926,051.444656
9.5
10.392305
0
0
0
141.55
DoS
1,804
0.037929
45,125
17
64
23,840.621156
23,840.621156
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
83,028,507.108009
9.5
10
0
0
0
141.55
DoS
1,805
0.066917
44,475
17
64
13,345.617572
13,345.617572
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
83,033,292.327095
9.5
10
0
0
0
141.55
DoS
1,806
0
53.46
5.95
64.54
1.182608
1.182608
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
574.04
54
61.04
54.666339
2.003131
54.44
83,064,241.74166
9.5
10.45512
2.836185
26.024016
0.16
141.55
DDoS
1,807
0
54
6
64
7.976009
7.976009
0
0
0
0
1
1
0
0
0
0
0.14
0.86
0.86
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,318,164.60835
9.5
10.392305
0
0
0
141.55
DDoS
1,808
0
54
6
64
4.157167
4.157167
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
83,349,392.885225
9.5
10.392305
0
0
0
141.55
DDoS
1,809
0
54
6
64
1.197636
1.197636
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
83,089,188.088376
9.5
10.392305
0
0
0
141.55
DDoS
1,810
2.920379
140.4
6
64
0.895684
0.895684
0
0
1
0
0
0
0
0
0
2.6
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,199.540211
9.5
10.392305
0
0
0
141.55
DDoS
1,811
0
54
6
64
6.974338
6.974338
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
82,950,694.04082
9.5
10.392305
0
0
0
141.55
DoS
1,812
0
54
6
64
1.079917
1.079917
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
83,089,295.096585
9.5
10.392305
0
0
0
141.55
DDoS
1,813
0.147409
68.56
6
64
2.652708
2.652708
0
0
1
0
0
0
0
0
0
1.13
0.13
0
0.13
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,089,129.984033
9.5
10.392305
0
0
0
141.55
DDoS
1,814
0.028906
7,267
17
64
5,426.757753
5,426.757753
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
83,098,908.629159
9.5
10
0
0
0
141.55
DDoS
1,815
1.780438
120.96
6
64
1.050303
1.050303
0
0
1
0
0
0
0
0
0
2.24
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,487.515936
9.5
10.392305
0
0
0
141.55
DDoS
1,816
0.001074
4.13
45.63
64
11.914292
11.914292
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
5,848.77
413.86
576.46
541.410331
59.099052
572.24
83,677,154.584471
9.5
32.612874
83.6661
11,276.312688
0.36
141.55
Mirai
1,817
0
54
6
64
10.339979
10.339979
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
83,340,865.354938
9.5
10.392305
0
0
0
141.55
DDoS
1,818
0
54
6
64
6.25907
6.25907
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
83,344,462.135572
9.5
10.392305
0
0
0
141.55
DDoS
1,819
10.869901
108
6
64
0.183994
0.183994
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
82,976,841.690362
9.5
10.392305
0
0
0
141.55
DoS
1,820
0
54
6
64
40.209989
40.209989
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
83,313,886.635369
9.5
10.392305
0
0
0
141.55
DDoS
1,821
0
54
6
64
6.577718
6.577718
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
82,925,078.272556
9.5
10.392305
0
0
0
141.55
DoS
1,822
0
54
6
64
2.392508
2.392508
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
83,075,965.470343
9.5
10.392305
0
0
0
141.55
DDoS
1,823
0
54
6
64
1.044808
1.044808
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
83,093,250.563468
9.5
10.392305
0
0
0
141.55
DDoS
1,824
0.042841
109.78
43.12
67.36
3.990754
3.990754
0
0
0
0
0
0
0
0
0
0.05
0.02
0.05
0.24
0
0
0
0
0
0
0
0
0
0
0
0
1
1
5,816.55
506.86
697.08
561.780814
49.65564
545.54
83,663,532.370952
9.5
33.481725
70.318512
18,071.697572
0.14
141.55
Mirai
1,825
0
0
0.99
63.36
4.692979
4.692979
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
441.72
42
42.72
42.039062
0.163008
42.18
83,127,992.215924
9.5
9.16944
0.23189
0.67248
0.04
141.55
DDoS
1,826
0.007554
66.96
6
64
63.775697
63.775697
0
0
0
0
1
1
0
0
0
0
0.24
1
1
1
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,314,877.791671
9.5
10.392305
0
0
0
141.55
DDoS
1,827
0
54
6
64
3.103613
3.103613
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
83,340,915.834943
9.5
10.392305
0
0
0
141.55
DDoS
1,828
0
0
1
64
43.533011
43.533011
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
83,150,702.90325
9.5
9.165151
0
0
0
141.55
DDoS
1,829
0.074472
39,419.6
17
64
40,345.149327
40,345.149327
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
525.4
50
50.4
50.02
0.087178
50.4
83,028,639.930377
9.5
10
0
0
0
141.55
DoS
1,830
0.007092
10,125
17
64
28,603.27763
28,603.27763
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
83,015,413.991738
9.5
10
0
0
0
141.55
DoS
1,831
0
0
1
64
21.872959
21.872959
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
83,128,029.497303
9.5
9.165151
0
0
0
141.55
DDoS
1,832
0
0
0.99
63.36
46.204479
46.204479
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
441.54
42
42.54
42.028474
0.120655
42.18
83,128,555.149277
9.5
9.168292
0.171994
0.493102
0.03
141.55
DDoS
1,833
0
54
6
64
1,140.841561
1,140.841561
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
83,344,213.174586
9.5
10.392305
0
0
0
141.55
DDoS
1,834
0.16041
4,481.64
17
64
19,766.562595
19,766.562595
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
527.24
50.08
52.24
50.327381
0.630248
50.16
83,103,007.280487
9.5
10.032288
0.892516
1.580571
0.27
141.55
DDoS
1,835
0
0
1
64
8.388418
8.388418
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
83,127,970.53101
9.5
9.165151
0
0
0
141.55
DDoS
1,836
0.010977
20.57
1.05
64
5.638403
5.638403
0
0
0
0
0
0
0
0
0
0
0
0.01
0.06
0
0
0
0
0
0
0
0
0
0
0
1
1
1
444.36
42
45.36
42.275458
0.907174
42.24
83,483,217.372585
9.5
9.194893
1.284754
6.021082
0.14
141.55
DDoS
1,837
0
0
1
64
41.632049
41.632049
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
83,149,481.99725
9.5
9.165151
0
0
0
141.55
DDoS
1,838
0
54
6
64
12.938015
12.938015
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
83,332,085.156316
9.5
10.392305
0
0
0
141.55
DDoS
1,839
4.128136
108
6
64
0.601949
0.601949
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
83,365,393.593331
9.5
10.392305
0
0
0
141.55
DDoS
1,840
0
54
6
64
96.842659
96.842659
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
83,034,060.369228
9.5
10.392305
0
0
0
141.55
DDoS
1,841
0
54
6
64
3.833117
3.833117
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
83,348,624.640605
9.5
10.392305
0
0
0
141.55
DDoS
1,842
0
741.86
5.82
62.08
1.440834
1.440834
0
0
0
0
0
0
0
0
0
0
0
0
0.49
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,758.14
356.8
1,484.92
938.285928
544.359815
923.18
83,335,436.041113
9.5
42.952535
769.73852
315,871.485094
0.94
141.55
DDoS
1,843
0.065447
26,507
17
64
10,390.560744
10,390.560744
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
83,103,092.550839
9.5
10
0
0
0
141.55
DDoS
1,844
0
54.28
6.11
64
0.621374
0.621374
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
570.36
54
57.36
54.246367
0.867789
54.28
83,362,446.331043
9.5
10.415846
1.229358
6.377862
0.12
141.55
DDoS
1,845
0
162.68
17
64
14.003864
14.003864
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
1,706.44
162
167.44
162.33628
1.306356
162.68
83,007,664.153777
9.5
18.018659
1.852613
21.534147
0.08
141.55
DoS
1,846
0.230416
75.6
6
64
3.474833
3.474833
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
83,361,260.885604
9.5
10.392305
0
0
0
141.55
DDoS
1,847
0.042797
38,462.28
16.89
64
17,976.28739
17,976.28739
0
0
0
0
0
0
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
1
527.8
50
52.8
50.187256
0.695793
50.28
83,015,388.900695
9.5
10.01862
0.98612
4.897941
0.1
141.55
DoS
1,848
0
54
6
64
1.149673
1.149673
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
83,067,363.669601
9.5
10.392305
0
0
0
141.55
DDoS
1,849
0
54
6
64
10.964254
10.964254
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
83,034,124.756602
9.5
10.392305
0
0
0
141.55
DDoS
1,850
0.417367
95,545
17
64
4,516.971347
4,516.971347
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
83,015,698.166757
9.5
10
0
0
0
141.55
DoS
1,851
0.163738
13,342.5
16.84
65.91
76,768.231877
76,768.231877
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
525.8
50
50.8
50.043402
0.181119
50.2
83,106,693.414568
9.5
10.004369
0.257655
0.830222
0.04
141.55
DDoS
1,852
41.755307
565,822.5
9.3
175.3
46.494911
46.494911
0
0
0
0
0
1
0
0
0
1
0
18.9
501.3
0
0
0
0
0
0
0
1
0
0
0
0
1
1
31,028.8
66
13,098
2,069.854225
3,183.699664
138.4
166,523,364.385233
13.5
64.22641
4,510.100572
10,204,426.754767
1
244.6
Benign
1,853
0
54
6
64
42.590414
42.590414
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
83,362,031.760501
9.5
10.392305
0
0
0
141.55
DDoS
1,854
0
42
17
64
46.995205
46.995205
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
441
42
42
42
0
42
83,006,872.036511
9.5
9.165151
0
0
0
141.55
DoS
1,855
0.705242
195.28
17
64
1.808725
1.808725
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
947.5
71.8
112.5
89.847081
17.156281
91.6
83,007,672.339655
9.5
13.029596
24.179647
808.748003
0.37
141.55
DoS
1,856
0.755841
126.9
6
64
10.613016
10.613016
0
0
1
0
0
0
0
0
0
2.35
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,400.964646
9.5
10.392305
0
0
0
141.55
DDoS
1,857
0
53.46
5.94
63.36
10.413309
10.413309
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
567.3
54
54.3
54.016771
0.06886
54.06
83,344,544.494413
9.5
10.393931
0.097836
0.095814
0.05
141.55
DDoS
1,858
0.008462
123.61
6
64
25.216871
25.216871
0
0
0
0
1
1
0
0
0.05
0
0
1.07
1.19
0
0
0
0
0
0
0
1
0
0
0
0
1
1
569.16
54
56.16
54.251729
0.654838
54.12
83,313,708.891158
9.5
10.416341
0.92699
2.525671
0.18
141.55
DDoS
1,859
0
0
47
64
12.875244
12.875244
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
83,650,896.643953
9.5
34
0
0
0
141.55
Mirai
1,860
0.110289
25,361.48
16.89
63.85
6,649.81379
6,649.81379
0
0
0
0
0
0
0
0
0
0.02
0
0
0.01
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.96
50
50.96
50.052083
0.217343
50.24
83,101,828.370282
9.5
10.005237
0.309186
1.195519
0.04
141.55
DDoS
1,861
0
54
6
64
24.813549
24.813549
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
83,072,317.347532
9.5
10.392305
0
0
0
141.55
DDoS
1,862
0
0
1
64
40.283559
40.283559
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
83,132,734.945008
9.5
9.165151
0
0
0
141.55
DDoS
1,863
0
54
6
64
15.047055
15.047055
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
83,037,248.226482
9.5
10.392305
0
0
0
141.55
DDoS
1,864
0.124414
125.82
6
64
19.148189
19.148189
0
0
1
0
0
0
0
0
0
2.33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,408.155297
9.5
10.392305
0
0
0
141.55
DDoS
1,865
0
54
6
64
0.552854
0.552854
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
83,093,316.146189
9.5
10.392305
0
0
0
141.55
DDoS
1,866
0.128362
29,383.3
16.62
65.91
17,276.481708
17,276.481708
0
0
0
0
0
0
0
0
0
0.14
0
0.08
0.23
0
0
0
0
0
0
0
0
1
0
0
0
1
1
539.36
50.6
55.52
52.034282
1.962179
50.76
83,102,336.762327
9.5
10.190947
2.777704
21.485317
0.19
141.55
DDoS
1,867
0
54
6
64
1.662303
1.662303
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
83,088,942.639132
9.5
10.392305
0
0
0
141.55
DDoS
1,868
0.022118
54.9
6.05
65.05
8.041054
8.041054
0
1
0
1
0
0
0
0
0.97
0
0.97
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.66
54
54.66
54.046126
0.167099
54.06
83,343,881.889285
9.5
10.396749
0.236767
0.257305
0.11
141.55
DDoS
1,869
0
81
6
64
4.339675
4.339675
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
82,925,826.288353
9.5
10.392305
0
0
0
141.55
DoS
1,870
0
54
6
64
6.328713
6.328713
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
83,033,991.46176
9.5
10.392305
0
0
0
141.55
DDoS
1,871
0
54
6
64
24.511323
24.511323
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
83,330,816.707041
9.5
10.392305
0
0
0
141.55
DDoS
1,872
0.109281
24,383
16.83
63.36
6,844.051413
6,844.051413
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
526.5
50
51.5
50.131441
0.415257
50.1
83,106,958.584561
9.5
10.013105
0.588019
1.184216
0.15
141.55
DDoS
1,873
0.00048
56.89
6.11
64.64
9.989191
9.989191
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
601.85
54
88.85
57.617033
10.220445
56.05
83,330,946.973555
9.5
10.706524
14.469408
643.703517
0.17
141.55
DDoS
1,874
0
54
6
64
26.823289
26.823289
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
83,072,485.832068
9.5
10.392305
0
0
0
141.55
DDoS
1,875
0.538722
36,673
17
64
5,273.760623
5,273.760623
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
83,123,889.079717
9.5
10
0
0
0
141.55
DDoS
1,876
4.425148
108
6
64
0.469718
0.469718
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
83,365,483.989678
9.5
10.392305
0
0
0
141.55
DDoS
1,877
0.581326
18,160.71
6.25
69.21
61.563795
61.563795
0
0
0
0
0
1
0
0
0.16
0.43
0.03
9.09
35.58
0
1
0
0
0
0
0
1
0
0
0
0
1
1
6,050.95
160.7
1,237.91
596.186844
381.313553
584.44
83,102,858.075122
9.5
30.987748
539.649512
231,554.717321
0.83
141.55
DDoS
1,878
0.028433
36,027.08
6
65.18
778.494286
778.494286
0
1
0
1
0
0
0
0
0.82
0
0.82
0.5
23.98
0
0
0
0
0
0
0
1
0
0
0
0
1
1
8,028.16
264.48
2,309.24
915.77976
779.98689
530.92
83,344,754.464877
9.5
36.18683
1,104.24809
1,195,252.38393
0.57
141.55
DDoS
1,879
0
0
1
64
3.28491
3.28491
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
83,132,156.871432
9.5
9.165151
0
0
0
141.55
DDoS
1,880
0
54
6
64
10.329513
10.329513
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
83,348,187.185809
9.5
10.392305
0
0
0
141.55
DDoS
1,881
0
0
1
64
68.476756
68.476756
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
83,127,792.99632
9.5
9.165151
0
0
0
141.55
DDoS
1,882
0
54
6
64
27.799999
27.799999
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
82,947,237.518623
9.5
10.392305
0
0
0
141.55
DoS
1,883
0
54
6
64
4.759537
4.759537
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
83,318,210.605139
9.5
10.392305
0
0
0
141.55
DDoS
1,884
0
54
6
64
3.774257
3.774257
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
83,345,035.162036
9.5
10.392305
0
0
0
141.55
DDoS
1,885
1.259405
123.66
6
64
1.864761
1.864761
0
0
1
0
0
0
0
0
0
2.29
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,134.105966
9.5
10.392305
0
0
0
141.55
DDoS
1,886
0
56.72
6.11
65.91
4.301982
4.301982
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
569.72
54
56.72
54.136
0.59281
56.72
83,314,074.53893
9.5
10.392305
0
0
0
141.55
DDoS
1,887
0
54
6
64
7.69216
7.69216
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
83,331,315.792008
9.5
10.392305
0
0
0
141.55
DDoS
1,888
0.065599
21,889.5
17
64
6,865.526579
6,865.526579
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
83,098,683.010251
9.5
10
0
0
0
141.55
DDoS
1,889
2.731966
123.66
6
64
1.174424
1.174424
0
0
1
0
0
0
0
0
0
2.29
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,362,147.426025
9.5
10.392305
0
0
0
141.55
DDoS
1,890
62.643259
4,315.5
7.1
69
3.566484
3.566484
0
0
0
0
0
1
0
0
0.2
0.2
0
16.3
24.9
0
0
0
0
0
0
0
1
0
0
0
0
1
1
1,251.2
151.1
362.1
259.133135
86.035952
172.3
0.015337
5.5
22.60162
121.67321
9,259.701471
0.9
38.5
Benign
1,891
0
54
6
64
1.459109
1.459109
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
83,314,040.361123
9.5
10.392305
0
0
0
141.55
DDoS
1,892
0.040861
92.05
6.11
64
5.67717
5.67717
0
0
0
0
0
0
0
0
0.06
0
0
0
0.09
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568
54
55
54.054253
0.226399
54.25
82,925,804.64445
9.5
10.397555
0.322069
1.297222
0.04
141.55
DoS
1,893
0
0
0.99
63.36
1.579167
1.579167
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
441.54
42
42.54
42.028474
0.120655
42.18
83,149,984.531313
9.5
9.168292
0.171994
0.493102
0.03
141.55
DDoS
1,894
0
0
1
64
19.523075
19.523075
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
83,128,154.07903
9.5
9.165151
0
0
0
141.55
DDoS
1,895
0
54
6
64
58.340653
58.340653
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
83,314,694.763611
9.5
10.392305
0
0
0
141.55
DDoS
1,896
0.163069
16,835.62
16.89
64
2,204.934866
2,204.934866
0
0
0
0
0
0
0
0
0
0
0
0.02
0.03
0
0
0
0
0
0
0
0
1
0
0
0
1
1
525.64
49.84
50.8
50.036041
0.190091
50.12
83,106,182.40426
9.5
10.003622
0.270129
0.730022
0.05
141.55
DDoS
1,897
0.433539
228,076.03
16.61
68.63
939.326721
939.326721
0
0
0
0
0
0
0
0
0
0
0
0.03
0.05
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,273.2
306.14
1,456.4
852.896935
548.114378
905.15
83,366,569.656814
9.5
41.098371
774.997188
316,260.2049
0.95
141.55
DDoS
1,898
0
54
6
64
12.88169
12.88169
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
82,947,318.32998
9.5
10.392305
0
0
0
141.55
DoS
1,899