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
0
1
64
52.935277
52.935277
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
83,127,799.306542
9.5
9.165151
0
0
0
141.55
DDoS
2,200
2.719873
129.6
6
64
1.05297
1.05297
0
0
1
0
0
0
0
0
0
2.4
0
0
0
0
1
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,365,545.035058
9.5
10.392305
0
0
0
141.55
DDoS
2,201
0.762831
1,182,202.76
17
64
2,777.494375
2,777.494375
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
83,784,862.134298
9.5
33.286634
0
0
0
141.55
Mirai
2,202
216.887054
13,188.62
8.4
86.26
20.580298
20.580298
0
0
0
0
0
1
0
0
0.24
0.97
0
46.53
89.59
0
0
0
0
0
0
0
1
0
0
0
0
1
1
1,185.05
67.33
294.32
120.707172
76.640132
109.1
83,243,444.867008
9.5
15.383314
108.354463
7,175.880071
0.95
141.55
Recon
2,203
0.059012
27,725
17
64
77,738.443872
77,738.443872
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
83,103,110.729236
9.5
10
0
0
0
141.55
DDoS
2,204
0.000506
6.81
1.16
64
34.395739
34.395739
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
498.57
42
99.57
49.871151
18.049672
45.03
83,149,687.05643
9.5
9.838714
25.549024
1,839.795355
0.19
141.55
DDoS
2,205
0.00121
57.26
6.11
67.82
42.337027
42.337027
0
0
1
0
0
0
0
0
0
1
0.02
0
0.02
0
0
0
0
0
0
0
1
0
0
0
0
1
1
584.6
54
71.6
55.230034
4.455963
55.6
82,981,008.16596
9.5
10.50525
6.313793
182.972771
0.11
141.55
DoS
2,206
0
54
6
64
361.546763
361.546763
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
83,072,316.756672
9.5
10.392305
0
0
0
141.55
DDoS
2,207
0
53.46
5.94
63.36
28.278558
28.278558
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
567.54
54
54.54
54.034672
0.13185
54.06
83,314,388.384728
9.5
10.39565
0.186918
0.195153
0.09
141.55
DDoS
2,208
1.07247
121.68
6
64
1.265406
1.265406
0
0
1
0
0
0
0
0
0
1.72
0.48
0
0.72
0
0
0
0
0
0
0
1
0
0
0
0
1
1
578.16
54
56.96
54.899707
1.300727
54.96
83,088,892.557162
9.5
10.47856
1.841353
2.328213
0.74
141.55
DDoS
2,209
0
54
6
64
3.1274
3.1274
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
83,089,906.509194
9.5
10.392305
0
0
0
141.55
DDoS
2,210
0
54
6
64
3.130521
3.130521
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
83,348,239.672262
9.5
10.392305
0
0
0
141.55
DDoS
2,211
0.203741
722.09
6.16
66.45
414.418217
414.418217
0
0
0
0
0
0
0
0
0
0.16
0
0.01
0.58
0
0
0
0
0
0
0
0
0
0
0
0
1
1
9,002.31
246.34
1,468.4
871.964457
545.902674
828.91
83,340,170.639541
9.5
41.474585
771.797006
317,758.767371
0.95
141.55
DDoS
2,212
0
54.2
6
65.71
1.910766
1.910766
0
0
1
0
0
0
0
0
0
1
0
0
0.01
0
0
0
0
0
0
0
1
0
0
0
0
1
1
568.4
54
55.4
54.083521
0.330928
54.2
83,365,508.42581
9.5
10.400347
0.469517
1.578792
0.07
141.55
DDoS
2,213
0
54
6
64
20.498316
20.498316
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
83,071,589.448676
9.5
10.392305
0
0
0
141.55
DDoS
2,214
0.317407
22,056
17
64
1,375.42088
1,375.42088
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
83,123,807.163095
9.5
10
0
0
0
141.55
DDoS
2,215
0.526751
91.8
6
64
2.241738
2.241738
0
0
1
0
0
0
0
0
0
1.7
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,857.21799
9.5
10.392305
0
0
0
141.55
DDoS
2,216
0.045835
14,804.88
16.89
64
12,005.177334
12,005.177334
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
525.96
50
50.96
50.055388
0.223536
50.16
83,106,903.02473
9.5
10.005555
0.317339
0.840631
0.06
141.55
DDoS
2,217
0
54
6
64
0.676127
0.676127
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
82,943,405.623575
9.5
10.392305
0
0
0
141.55
DoS
2,218
0
81
6
64
10.408038
10.408038
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
82,925,812.005785
9.5
10.392305
0
0
0
141.55
DoS
2,219
0
54
6
64
114.863661
114.863661
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
83,331,733.579073
9.5
10.392305
0
0
0
141.55
DDoS
2,220
0
54
6
64
33.583515
33.583515
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
83,076,443.087189
9.5
10.392305
0
0
0
141.55
DDoS
2,221
0.636395
135
6
64
11.386478
11.386478
0
0
1
0
0
0
0
0
0
2.5
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,989.524581
9.5
10.392305
0
0
0
141.55
DDoS
2,222
0
0
0.99
63.36
25.900758
25.900758
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
442.62
42
43.62
42.104015
0.395549
42.18
83,128,371.323047
9.5
9.176472
0.560754
1.756381
0.09
141.55
DDoS
2,223
0
0
1
64
1.672413
1.672413
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
83,149,624.416635
9.5
9.165151
0
0
0
141.55
DDoS
2,224
0.034862
31,075
17
64
17,818.553843
17,818.553843
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
83,016,572.726461
9.5
10
0
0
0
141.55
DoS
2,225
0.034165
18,862.47
16.89
63.85
12,041.472438
12,041.472438
0
0
0
0
0
0
0
0
0.02
0.02
0
0.02
0.09
0
0
0
0
0
0
0
0
1
0
0
0
1
1
527.56
50
52.56
50.242305
0.728411
50.16
83,123,704.238227
9.5
10.024056
1.03134
3.441192
0.16
141.55
DDoS
2,226
0
54
6
64
21.244243
21.244243
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
83,361,451.61464
9.5
10.392305
0
0
0
141.55
DDoS
2,227
0.850709
95.87
6.11
64
1.81413
1.81413
0
0
1
0
0
0
0
0
0
1.76
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567.58
54
54.58
54.029763
0.12796
54.29
83,361,442.846847
9.5
10.395222
0.183158
0.83867
0.02
141.55
DDoS
2,228
0
54
6
64
19.642332
19.642332
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
83,093,323.571037
9.5
10.392305
0
0
0
141.55
DDoS
2,229
0
54
6
64
1.002074
1.002074
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
83,344,541.589571
9.5
10.392305
0
0
0
141.55
DDoS
2,230
0.105424
39,407
17
64
7,575.934773
7,575.934773
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
83,123,762.715545
9.5
10
0
0
0
141.55
DDoS
2,231
0.057098
38,832.5
16.68
67.82
13,602.348119
13,602.348119
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
527.2
50
52
50.143754
0.513406
50.4
83,106,965.501153
9.5
10.013336
0.704371
2.49895
0.1
141.55
DDoS
2,232
475.466074
6,077.9
14.8
91.4
0.094588
0.094588
0
0
0
0
0
0
0
0
0
0
0
19.3
29.1
0
0
0
0
0
0
0
0
1
0
0
0
1
1
653.9
64.2
183.6
125.49119
47.751024
115.9
0.039493
5.5
15.800404
67.530146
2,565.560811
0.9
38.5
Spoofing
2,233
0.060134
79.38
6
64
16.34769
16.34769
0
0
0
0
1
1
0
0
0
0
0.47
1
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,313,988.29665
9.5
10.392305
0
0
0
141.55
DDoS
2,234
0
54
6
64
1.496046
1.496046
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
83,349,155.16376
9.5
10.392305
0
0
0
141.55
DDoS
2,235
0
54
6
64
10.75458
10.75458
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
83,330,917.083718
9.5
10.392305
0
0
0
141.55
DDoS
2,236
0
54
6
64
88.437051
88.437051
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
83,331,101.833666
9.5
10.392305
0
0
0
141.55
DDoS
2,237
4.980028
106.92
5.94
63.36
0.397589
0.397589
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
567.9
54
54.9
54.078864
0.249154
54.06
82,943,395.471083
9.5
10.399888
0.352811
0.426318
0.15
141.55
DoS
2,238
0.106015
38,065.5
16.83
63.36
7,178.692499
7,178.692499
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
525.3
50
50.3
50.015819
0.06703
50.1
83,011,549.464218
9.5
10.001604
0.095552
0.152192
0.03
141.55
DoS
2,239
0
54
6
64
0.891584
0.891584
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
83,067,233.444224
9.5
10.392305
0
0
0
141.55
DDoS
2,240
0
54
6
64
51.208439
51.208439
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
83,344,961.200612
9.5
10.392305
0
0
0
141.55
DDoS
2,241
4.042568
108
6
64
0.49595
0.49595
0
0
1
0
0
0
0
0
0
1.93
0.07
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
82,972,893.567414
9.5
10.392305
0
0
0
141.55
DoS
2,242
0
180.18
16.83
63.36
250.316543
250.316543
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
1,898.8
169.8
182
181.184099
3.031671
180.78
83,007,036.863062
9.5
19.035338
4.296665
92.985913
0.1
141.55
DoS
2,243
0.001276
59.02
6
64
77.705302
77.705302
0
0
1
0
0
1
0
0
0
1
0.05
0
0.58
0
0
0
0
0
0
0
1
0
0
0
0
1
1
592.08
56.32
56.4
56.393895
0.020932
56.32
83,076,905.476813
9.5
10.618728
0.025263
0.015956
0.02
141.55
DDoS
2,244
0.008438
74.58
6
65.7
41.352422
41.352422
0
0
1
0
0
0
0
0
0
0.99
0
0.02
0.05
0
0
0
0
0
0
0
1
0
0
0
0
1
1
587.32
54
74.32
55.923296
5.781764
55.27
83,365,600.026564
9.5
10.566893
8.186262
216.808548
0.16
141.55
DDoS
2,245
0
0
0.99
63.36
30.13052
30.13052
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
443.16
42
44.16
42.158379
0.557864
42.18
83,127,732.470584
9.5
9.182341
0.790302
2.635749
0.12
141.55
DDoS
2,246
0.232668
33,273.12
16.89
65.83
3,905.782354
3,905.782354
0
0
0
0
0
0
0
0
0
0
0
0.05
2.89
0
0
0
0
0
0
0
0
1
0
0
0
1
1
784.92
50
309.92
80.291361
78.798899
64.44
83,106,172.950271
9.5
11.868698
111.547765
36,571.99076
0.18
141.55
DDoS
2,247
0.04128
54.94
6
63.95
0.513113
0.513113
0
1
0
1
0
0
0
0
0.99
0.02
0.99
0
0.02
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
83,344,764.569651
9.5
10.411546
0.971654
3.691511
0.13
141.55
DDoS
2,248
0
54
6
64
4.170706
4.170706
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
82,973,042.450834
9.5
10.392305
0
0
0
141.55
DoS
2,249
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
83,331,735.171309
9.5
10.392305
0
0
0
141.55
DDoS
2,250
0
0
1
64
10.049328
10.049328
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
83,127,978.622991
9.5
9.165151
0
0
0
141.55
DDoS
2,251
0
54.32
6.11
64.64
3.888309
3.888309
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
572.76
54
59.76
54.671277
1.746236
54.32
83,077,029.206844
9.5
10.455493
2.471973
17.960324
0.18
141.55
DDoS
2,252
0.055385
31,165
17
64
11,471.964627
11,471.964627
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
83,106,955.964983
9.5
10
0
0
0
141.55
DDoS
2,253
5.130322
106.92
5.95
64.54
0.385944
0.385944
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
568.76
54
55.76
54.095485
0.398463
54.44
82,955,816.849978
9.5
10.401502
0.566842
4.018273
0.04
141.55
DoS
2,254
0
54
6
64
0.983705
0.983705
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
83,344,769.52917
9.5
10.392305
0
0
0
141.55
DDoS
2,255
0
54
6
64
2.04312
2.04312
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
83,033,413.775662
9.5
10.392305
0
0
0
141.55
DDoS
2,256
0.617754
574,944.46
16.89
64
650.511074
650.511074
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
9,802.92
362
1,490.96
942.488101
547.088583
935.12
83,366,234.920848
9.5
43.27689
773.645765
315,148.915395
0.95
141.55
DDoS
2,257
0.253134
40,562.5
17
64
79,687.469689
79,687.469689
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
83,102,350.455948
9.5
10
0
0
0
141.55
DDoS
2,258
0
0
47
64
1.435601
1.435601
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
83,677,487.248926
9.5
34.409301
0
0
0
141.55
Mirai
2,259
0.094314
117.8
6
64
22.268281
22.268281
0
0
0
1
0
1
0
0
0
1.1
1
0
1
0
0
0
0
0
0
0
1
0
0
0
0
1
1
841
54
58
54.267509
0.993991
54.4
166,438,208.643798
13.5
10.418114
1.408743
0.99958
1
244.6
Recon
2,260
0
54.41
6.11
64.64
1.212824
1.212824
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
574.38
54
61.38
54.860073
2.237365
54.41
83,037,128.630614
9.5
10.472767
3.167215
29.483696
0.18
141.55
DDoS
2,261
0
54.6
6.16
63.36
412,440.81714
412,440.81714
0
0
1
0
0
0
0
0
0
0.97
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
575.7
54.4
58.9
55.31796
1.652418
54.46
83,361,846.020291
9.5
10.513905
2.339276
11.686354
0.33
141.55
DDoS
2,262
0
53.46
5.95
65.91
21.85313
21.85313
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
569.2
54
56.2
54.122985
0.50497
54.44
82,955,810.71466
9.5
10.404116
0.717466
5.152648
0.05
141.55
DoS
2,263
0.085021
41,037
17
64
11,662.544013
11,662.544013
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
83,016,553.026567
9.5
10
0
0
0
141.55
DoS
2,264
5.853925
106.92
5.94
63.36
0.338235
0.338235
0
1
0
1
0
0
0
0
1.98
0
1.98
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
83,349,227.12591
9.5
10.393232
0.057331
0.054789
0.03
141.55
DDoS
2,265
0
54
6
64
3.585244
3.585244
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
82,947,253.321322
9.5
10.392305
0
0
0
141.55
DoS
2,266
0
54
6
64
1.274781
1.274781
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
83,067,514.480074
9.5
10.392305
0
0
0
141.55
DDoS
2,267
0
54
6
64
3.843699
3.843699
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
83,033,830.3045
9.5
10.392305
0
0
0
141.55
DDoS
2,268
0
3.44
46.7
64
621.148315
621.148315
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
6,173.84
549.84
592
587.624272
12.364246
589.52
83,693,816.423157
9.5
34.280103
17.504455
942.066416
0.17
141.55
Mirai
2,269
0.207134
66.18
6
64
2.34242
2.34242
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
575.64
54.6
55.04
54.813847
0.162134
54.84
83,089,139.691663
9.5
10.469331
0.226846
0.241804
0.11
141.55
DDoS
2,270
0
0
1
64
32.776592
32.776592
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
83,124,764.209735
9.5
9.165151
0
0
0
141.55
DDoS
2,271
1.622106
108
6
64
3.519576
3.519576
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
83,365,339.633236
9.5
10.392305
0
0
0
141.55
DDoS
2,272
0.061355
21,769
17
64
7,393.200878
7,393.200878
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
83,015,907.699274
9.5
10
0
0
0
141.55
DoS
2,273
0
54
6
64
0.988038
0.988038
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
82,943,400.977422
9.5
10.392305
0
0
0
141.55
DoS
2,274
0.085789
10,443
17
64
13,297.240109
13,297.240109
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
83,102,983.150653
9.5
10
0
0
0
141.55
DDoS
2,275
0
54
6
64
56.996345
56.996345
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
83,344,269.258997
9.5
10.392305
0
0
0
141.55
DDoS
2,276
0.124458
26,037
17
64
5,845.787876
5,845.787876
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
83,101,936.855774
9.5
10
0
0
0
141.55
DDoS
2,277
0
0
1
64
47.461911
47.461911
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
83,153,724.206968
9.5
9.165151
0
0
0
141.55
DDoS
2,278
0.002981
4,940
16.2
73.55
33,515.187586
33,515.187586
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
530.8
50
53
50.414349
1.00119
51
83,015,494.859768
9.5
10.041021
1.417971
6.933685
0.15
141.55
DoS
2,279
0
0
1
64
1.583806
1.583806
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
83,127,973.453101
9.5
9.165151
0
0
0
141.55
DDoS
2,280
0
0
1
64
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
0
1
1
1
441
42
42
42
0
42
83,129,002.835205
9.5
9.165151
0
0
0
141.55
DDoS
2,281
0
54
6
64
466.422463
466.422463
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
83,077,030.943924
9.5
10.392305
0
0
0
141.55
DDoS
2,282
0.117491
30,725
17
64
5,229.085476
5,229.085476
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
83,106,174.674046
9.5
10
0
0
0
141.55
DDoS
2,283
0.196722
31,490.5
17
64
150,063.964344
150,063.964344
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
83,487,420.012418
9.5
10
0
0
0
141.55
DDoS
2,284
5.019915
177.12
6
64
0.663658
0.663658
0
0
1
0
0
0
0
0
0
3.28
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,120.514346
9.5
10.392305
0
0
0
141.55
DDoS
2,285
0
54
6
64
4.114553
4.114553
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
83,314,531.838201
9.5
10.392305
0
0
0
141.55
DDoS
2,286
0
54
6
64
202.408262
202.408262
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
83,093,291.986433
9.5
10.392305
0
0
0
141.55
DDoS
2,287
0
0
1
64
15.796149
15.796149
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
83,128,520.349004
9.5
9.165151
0
0
0
141.55
DDoS
2,288
0
54
6
64
1,405.597855
1,405.597855
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
83,068,281.327487
9.5
10.392305
0
0
0
141.55
DDoS
2,289
0
54
6
64
2.602408
2.602408
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
83,331,724.253948
9.5
10.392305
0
0
0
141.55
DDoS
2,290
0
0
1
64
1.020954
1.020954
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
83,128,866.187331
9.5
9.165151
0
0
0
141.55
DDoS
2,291
0
54
6
64
16.035172
16.035172
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
83,345,041.848716
9.5
10.392305
0
0
0
141.55
DDoS
2,292
0.015371
54.54
6
64
1.303261
1.303261
0
0
1
0
0
0
0
0
0
1.01
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
1
567
54
54
54
0
54
83,361,999.356594
9.5
10.392305
0
0
0
141.55
DDoS
2,293
0
0
1
64
15.047343
15.047343
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
83,149,675.708226
9.5
9.165151
0
0
0
141.55
DDoS
2,294
0
0
1
64
12.371958
12.371958
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
83,149,802.873112
9.5
9.165151
0
0
0
141.55
DDoS
2,295
0
0
45.62
65.08
0.799734
0.799734
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
6,079.3
489.88
588.87
576.233129
31.145555
578.99
83,677,350.637815
9.5
33.921857
44.118307
3,938.27683
0.27
141.55
Mirai
2,296
0
54
6
64
25.207366
25.207366
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
83,345,182.879621
9.5
10.392305
0
0
0
141.55
DDoS
2,297
4.531518
108
6
64
0.441353
0.441353
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
82,947,060.24916
9.5
10.392305
0
0
0
141.55
DoS
2,298
0.923486
98.28
6
64
1.7759
1.7759
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
83,365,664.711751
9.5
10.392305
0
0
0
141.55
DDoS
2,299