Datasets:
Mireu-Lab
/
UNSW-NB15

Dataset card Viewer Files Community
id
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Normal
0
81,741
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tcp
-
CON
6
2
998
86
38.25032
62
252
36,370.58984
1,879.72998
2
1
36.601
0.009
2,085.446267
0
255
3,422,865,563
2,445,201,728
255
0.141537
0.084126
0.057411
166
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0
0
11
3
4
4
1
11
0
0
0
4
11
0
Normal
0
81,742
0.139476
tcp
-
CON
6
2
998
86
50.187845
62
252
47,721.47266
2,466.374023
2
1
27.8952
0.007
1,792.607141
0
255
4,020,397,825
3,660,487,555
255
0.126056
0.087284
0.038772
166
43
0
0
11
3
4
4
1
11
0
0
0
4
11
0
Normal
0
81,743
0.196345
tcp
-
CON
6
2
998
86
35.651531
62
252
33,899.51172
1,752.018066
2
1
39.269
0.009
2,651.989606
0
255
375,110,839
899,932,552
255
0.18732
0.135972
0.051348
166
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0
0
11
3
4
4
1
11
0
0
0
4
11
0
Normal
0
81,744
0.131572
tcp
-
CON
6
2
998
86
53.202812
62
252
50,588.27344
2,614.538086
2
1
26.3144
0.004
1,558.097935
0
255
1,167,685,288
2,188,737,529
255
0.10754
0.075128
0.032412
166
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0
0
11
3
7
7
1
11
0
0
0
7
11
0
Normal
0
81,745
0.116427
tcp
-
CON
6
2
998
86
60.123512
62
252
57,168.87109
2,954.641113
2
1
23.2854
0.001
1,476.58083
0
255
4,256,151,998
1,805,513,680
255
0.103638
0.071144
0.032494
166
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0
0
11
3
7
7
1
11
0
0
0
7
11
0
Normal
0
81,746
0.124615
tcp
-
CON
6
2
998
86
56.173013
62
252
53,412.51172
2,760.502441
2
1
24.923
0.004
1,310.227709
0
255
1,392,704,927
56,052,467
255
0.082597
0.047444
0.035153
166
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0
0
11
3
7
7
1
11
0
0
0
7
11
0
Normal
0
81,747
0.157851
tcp
-
CON
6
2
998
86
44.345618
62
252
42,166.34766
2,179.270264
2
1
31.5702
0.005
1,933.000945
0
255
1,949,659,896
1,879,007,595
255
0.134731
0.08493
0.049801
166
43
0
0
11
3
7
7
2
11
0
0
0
7
11
0
Normal
0
81,748
0.103265
tcp
-
CON
6
2
998
86
67.786761
62
252
64,455.52734
3,331.235107
2
1
20.653
0.006
1,288.710828
0
255
3,687,104,901
2,677,928,209
255
0.090191
0.058084
0.032107
166
43
0
0
11
3
7
7
1
11
0
0
0
7
11
0
Normal
0
81,749
0.157851
tcp
-
CON
6
2
998
86
44.345618
62
252
42,166.34766
2,179.270264
2
1
31.5702
0.005
1,933.000945
0
255
1,949,659,896
1,879,007,595
255
0.134731
0.08493
0.049801
166
43
0
0
11
3
7
7
2
11
0
0
0
7
11
0
Normal
0
81,750
0.135487
tcp
-
CON
6
2
998
86
51.665471
62
252
49,126.48438
2,538.98877
2
1
27.0974
0.007
1,662.642282
0
255
2,751,021,012
2,469,003,138
255
0.115955
0.086881
0.029074
166
43
0
0
11
3
7
7
1
11
0
0
0
7
11
0
Normal
0
81,751
0.160197
tcp
-
CON
6
2
998
86
43.696198
62
252
41,548.83984
2,147.355957
2
1
32.0394
0.007
1,947.765376
0
255
3,105,693,017
3,302,671,596
255
0.135515
0.069448
0.066067
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,752
0.153827
tcp
-
CON
6
2
998
86
45.505666
62
252
43,269.38672
2,236.278564
2
1
30.7654
0.004
2,012.231486
0
255
2,935,766,357
2,299,191,313
255
0.141791
0.077623
0.064168
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,753
0.1633
tcp
-
CON
6
2
998
86
42.865893
62
252
40,759.33984
2,106.55249
2
1
32.66
0.001
2,190.857792
0
255
1,395,115,107
3,632,837,125
255
0.154695
0.076495
0.0782
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,754
0.108061
tcp
-
CON
6
2
998
86
64.778227
62
252
61,594.83984
3,183.387207
2
1
21.6122
0.008
1,350.517429
0
255
352,539,913
2,234,726,341
255
0.094548
0.048657
0.045891
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,755
0.114267
tcp
-
CON
6
2
998
86
61.260032
62
252
58,249.53906
3,010.49292
2
1
22.8534
0.008
1,409.88057
0
255
2,255,278,885
599,688,849
255
0.09844
0.060386
0.038054
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,756
0.151253
tcp
-
CON
6
2
998
86
46.280074
62
252
44,005.73828
2,274.334961
2
1
30.2506
0.006
1,964.860279
0
255
1,555,047,033
4,101,639,315
255
0.138348
0.075539
0.062809
166
43
0
0
7
3
6
6
1
7
0
0
0
6
7
0
Normal
0
81,757
0.157068
tcp
-
CON
6
2
998
86
44.566685
62
252
42,376.55078
2,190.134277
2
1
31.4136
0.008
2,010.30147
0
255
475,851,289
2,723,319,951
255
0.141282
0.096935
0.044347
166
43
0
0
7
3
1
1
1
7
0
0
0
1
7
0
Normal
0
81,758
0.147157
tcp
-
CON
6
2
998
86
47.568244
62
252
45,230.60547
2,337.639404
2
1
29.4314
0.002
1,798.820702
0
255
3,660,061,944
4,258,733,177
255
0.125328
0.067285
0.058043
166
43
0
0
11
3
5
5
1
11
0
0
0
5
11
0
Normal
0
81,759
0.144584
tcp
-
CON
6
2
998
86
48.414762
62
252
46,035.52344
2,379.239746
2
1
28.9168
0.002
1,888.22244
0
255
3,900,801,252
3,738,456,751
255
0.133032
0.070005
0.063027
166
43
0
0
11
3
5
5
1
11
0
0
0
5
11
0
Normal
0
81,760
0.187912
tcp
-
CON
6
2
998
86
37.251479
62
252
35,420.83594
1,830.644165
2
1
37.5824
0.037
2,270.844503
0
255
675,950,545
3,870,683,822
255
0.157702
0.085473
0.072229
166
43
0
0
11
3
5
5
1
11
0
0
0
5
11
0
Normal
0
81,761
0.123155
tcp
-
CON
6
2
998
86
56.838944
62
252
54,045.71484
2,793.228027
2
1
24.631
0.001
1,605.070598
0
255
754,812,143
823,658,780
255
0.113059
0.085813
0.027246
166
43
0
0
11
3
5
5
1
11
0
0
0
5
11
0
Normal
0
81,762
0.134269
tcp
-
CON
6
2
998
86
52.134149
62
252
49,572.12891
2,562.020996
2
1
26.8538
0.007
1,526.78747
0
255
1,157,907,284
3,540,457,920
255
0.103505
0.063076
0.040429
166
43
0
0
11
3
5
5
1
11
0
0
0
5
11
0
Normal
0
81,763
0.128089
tcp
-
CON
6
2
998
86
54.649503
62
252
51,963.87109
2,685.632812
2
1
25.6178
0.009
1,703.656072
0
255
606,333,330
2,274,942,947
255
0.120216
0.061737
0.058479
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,764
0.135165
tcp
-
CON
6
2
998
86
51.788552
62
252
49,243.51563
2,545.037354
2
1
27.033
0.006
1,736.060938
0
255
4,127,308,731
2,405,166,671
255
0.12207
0.061239
0.060831
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,765
0.15012
tcp
-
CON
6
2
998
86
46.629362
62
252
44,337.86328
2,291.5
2
1
30.024
0.003
1,999.252293
0
255
3,528,627,235
3,827,836,205
255
0.141095
0.105531
0.035564
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,766
0.15389
tcp
-
CON
6
2
998
86
45.487037
62
252
43,251.67188
2,235.363037
2
1
30.778
0.001
1,899.674367
0
255
3,833,565,884
605,429,014
255
0.13266
0.061386
0.071274
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,767
0.117776
tcp
-
CON
6
2
998
86
59.43486
62
252
56,514.0625
2,920.798828
2
1
23.5552
0.007
1,370.206057
0
255
2,618,025,264
1,898,809,594
255
0.093922
0.062274
0.031648
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,768
0.115001
tcp
-
CON
6
2
998
86
60.869036
62
252
57,877.75781
2,991.27832
2
1
23.0002
0.003
1,496.073798
0
255
417,080,790
2,982,529,271
255
0.10536
0.047403
0.057957
166
43
0
0
11
3
6
6
1
11
0
0
0
6
11
0
Normal
0
81,769
0.136302
tcp
-
CON
6
2
998
86
51.356549
62
252
48,832.74219
2,523.807617
2
1
27.2604
0.007
1,683.738406
0
255
2,386,535,887
538,029,337
255
0.117593
0.057836
0.059757
166
43
0
0
5
3
1
1
1
5
0
0
0
1
5
0
Normal
0
81,770
0.102385
tcp
-
CON
6
2
998
86
68.36939
62
252
65,009.52344
3,359.867188
2
1
20.477
0.007
1,296.745827
0
255
2,064,750,548
836,553,510
255
0.090991
0.059825
0.031166
166
43
0
0
5
3
4
4
2
5
0
0
0
4
5
0
Normal
0
81,771
0.102385
tcp
-
CON
6
2
998
86
68.36939
62
252
65,009.52344
3,359.867188
2
1
20.477
0.007
1,296.745827
0
255
2,064,750,548
836,553,510
255
0.090991
0.059825
0.031166
166
43
0
0
5
3
4
4
2
5
0
0
0
4
5
0
Normal
0
81,772
0.086585
tcp
-
CON
6
2
998
86
80.845412
62
252
76,872.4375
3,972.974609
2
1
17.317
0.004
1,070.301579
0
255
3,443,701,596
3,113,093,398
255
0.074763
0.052017
0.022746
166
43
0
0
5
3
4
4
1
5
0
0
0
4
5
0
Normal
0
81,773
0.650412
tcp
-
CON
6
2
998
86
10.762409
62
252
10,233.5127
528.895508
2
1
130.0824
0.005
8,772.191447
0
255
2,720,458,550
3,835,740,269
255
0.619586
0.057935
0.561651
166
43
0
0
5
3
4
4
1
5
0
0
0
4
5
0
Normal
0
81,774
0.199251
tcp
-
CON
6
2
998
86
35.131568
62
252
33,405.10156
1,726.465698
2
1
39.8502
0.009
2,492.026855
0
255
1,134,254,950
73,977,676
255
0.174482
0.07894
0.095542
166
43
0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,775
0.118361
tcp
-
CON
6
2
998
86
59.1411
62
252
56,234.73828
2,906.362549
2
1
23.6722
0.001
1,242.852604
0
255
3,874,835,638
3,701,481,120
255
0.0782
0.042945
0.035255
166
43
0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,776
0.174824
tcp
-
CON
6
2
998
86
40.040269
62
252
38,072.57422
1,967.693237
2
1
34.9648
0.005
2,173.411071
0
255
857,399,263
1,999,600,738
255
0.151999
0.085578
0.066421
166
43
0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,777
0.136153
tcp
-
CON
6
2
998
86
51.41275
62
252
48,886.17969
2,526.569336
2
1
27.2306
0.003
1,580.157165
0
255
1,610,395,366
4,198,497,816
255
0.108201
0.074182
0.034019
166
43
0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,778
0.13133
tcp
-
CON
6
2
998
86
53.300846
62
252
50,681.48828
2,619.355957
2
1
26.266
0.007
1,452.696167
0
255
509,507,529
2,037,761,732
255
0.096744
0.056314
0.04043
166
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0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,779
0.098541
tcp
-
CON
6
2
998
86
71.036422
62
252
67,545.49219
3,490.932861
2
1
19.7082
0.006
1,118.240383
0
255
703,998,864
1,003,739,372
255
0.075725
0.050706
0.025019
166
43
0
0
8
3
6
6
1
8
0
0
0
6
8
0
Normal
0
81,780
0.174779
tcp
-
CON
6
2
998
86
40.050579
62
252
38,082.37891
1,968.199829
2
1
34.9558
0.008
2,064.621988
0
255
3,245,585,525
2,335,502,219
255
0.142367
0.074982
0.067385
166
43
0
0
8
3
2
2
1
8
0
0
0
2
8
0
Normal
0
81,781
0.18953
tcp
-
CON
6
2
998
86
36.933467
62
252
35,118.44922
1,815.016113
2
1
37.906
0.008
2,129.395567
0
255
4,263,977,611
4,274,136,630
255
0.143337
0.083663
0.059674
166
43
0
0
8
3
2
2
1
8
0
0
0
2
8
0
Normal
0
81,782
0.123174
tcp
-
CON
6
2
998
86
56.830177
62
252
54,037.37891
2,792.797363
2
1
24.6348
0.009
1,493.25472
0
255
3,283,784,158
2,527,056,648
255
0.103808
0.057524
0.046284
166
43
0
0
4
3
3
3
1
4
0
0
0
3
4
0
Normal
0
81,783
0.162637
tcp
-
CON
6
2
998
86
43.040638
62
252
40,925.49609
2,115.139893
2
1
32.5274
0.007
2,104.69672
0
255
1,793,544,541
1,504,089,164
255
0.148129
0.067746
0.080383
166
43
0
0
4
3
3
3
1
4
0
0
0
3
4
0
Normal
0
81,784
0.476656
tcp
-
CON
6
2
998
86
14.685644
62
252
13,963.94922
721.694458
2
1
95.3312
0.009
6,304.382936
0
255
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tcp
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tcp
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tcp
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998
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tcp
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998
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255
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tcp
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CON
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998
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255
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81,800
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tcp
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CON
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998
86
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255
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