duration
float64 | src_bytes
int64 | dst_bytes
int64 | wrong_fragment
int64 | urgent
int64 | hot
int64 | num_failed_logins
int64 | logged_in
int64 | num_compromised
int64 | root_shell
int64 | count
int64 | srv_count
int64 | serror_rate
float64 | same_srv_rate
float64 | attack_type
string | is_attack
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10.375849
| 5,862,697
| 45,797
| 4
| 1
| 1
| 1
| 0
| 0
| 0
| 336
| 62
| 0.545715
| 0.810409
|
dos
| 1
|
30.390757
| 7,236
| 42,830
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 240
| 17
| 0.030799
| 0.552752
|
normal
| 0
|
106.173738
| 10,781
| 95,551
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 437
| 68
| 0.081888
| 0.221299
|
normal
| 0
|
12.613364
| 47,927
| 37,731
| 0
| 1
| 23
| 1
| 1
| 0
| 0
| 28
| 97
| 0.021524
| 0.274684
|
probe
| 1
|
42.330092
| 42,209
| 17,879
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 11
| 57
| 0.154591
| 0.380169
|
normal
| 0
|
64.420272
| 20,190
| 76,603
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 180
| 94
| 0.017745
| 0.112611
|
normal
| 0
|
4.186671
| 2,390,338
| 24,664
| 1
| 0
| 2
| 2
| 1
| 0
| 0
| 340
| 45
| 0.642616
| 0.907808
|
dos
| 1
|
294.406998
| 23,889
| 83,848
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 33
| 28
| 0.17653
| 0.374713
|
normal
| 0
|
38.558728
| 46,421
| 58,382
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 263
| 24
| 0.042449
| 0.733467
|
normal
| 0
|
20.251166
| 29,663
| 11,428
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 266
| 57
| 0.073155
| 0.468691
|
normal
| 0
|
10.897372
| 8,756,127
| 95,658
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 381
| 87
| 0.821497
| 0.154344
|
dos
| 1
|
110.719615
| 13,814
| 89,644
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 487
| 81
| 0.026102
| 0.762424
|
normal
| 0
|
119.522019
| 29,167
| 83,787
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 173
| 43
| 0.166306
| 0.316641
|
normal
| 0
|
257.777637
| 26,813
| 80,563
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 469
| 64
| 0.178569
| 0.574017
|
normal
| 0
|
213.499218
| 47,458
| 78,441
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 176
| 92
| 0.157353
| 0.894422
|
normal
| 0
|
20.886016
| 862,471
| 91,554
| 3
| 2
| 0
| 0
| 1
| 0
| 0
| 234
| 33
| 0.65748
| 0.878114
|
dos
| 1
|
60.726907
| 16,566
| 53,057
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 131
| 98
| 0.13803
| 0.062103
|
normal
| 0
|
137.542955
| 44,440
| 21,913
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 133
| 78
| 0.186132
| 0.817429
|
normal
| 0
|
248.335522
| 43,639
| 85,693
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 230
| 98
| 0.161272
| 0.194167
|
normal
| 0
|
0.640598
| 37,804
| 16,852
| 4
| 1
| 18
| 0
| 1
| 0
| 0
| 1
| 28
| 0.184803
| 0.58028
|
probe
| 1
|
58.778125
| 2,174
| 57,984
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 164
| 66
| 0.186705
| 0.221342
|
normal
| 0
|
3.144883
| 453,059
| 28,507
| 1
| 1
| 0
| 2
| 0
| 0
| 0
| 268
| 79
| 0.765855
| 0.342017
|
dos
| 1
|
12.560709
| 1,457,381
| 41,396
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 287
| 86
| 0.522562
| 0.687909
|
dos
| 1
|
65.491347
| 42,984
| 29,725
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 169
| 31
| 0.055611
| 0.018674
|
normal
| 0
|
234.86724
| 48,557
| 25,531
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 474
| 14
| 0.188062
| 0.947157
|
normal
| 0
|
162.071738
| 31,212
| 53,769
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 226
| 19
| 0.139977
| 0.909097
|
normal
| 0
|
6.033504
| 9,522,875
| 61,036
| 3
| 0
| 1
| 1
| 0
| 0
| 0
| 365
| 34
| 0.502755
| 0.344476
|
dos
| 1
|
39.273903
| 8,672
| 1,685
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 295
| 52
| 0.173472
| 0.820416
|
normal
| 0
|
43.53452
| 736
| 37,700
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 109
| 95
| 0.187619
| 0.25887
|
normal
| 0
|
12.408983
| 3,874,374
| 54,663
| 4
| 2
| 2
| 2
| 1
| 0
| 0
| 208
| 37
| 0.645025
| 0.037738
|
dos
| 1
|
684.359537
| 32,793
| 84,404
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 472
| 9
| 0.032108
| 0.882712
|
normal
| 0
|
148.723932
| 27,231
| 33,930
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 491
| 85
| 0.014323
| 0.39094
|
normal
| 0
|
66.228108
| 49,534
| 80,537
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 484
| 59
| 0.043162
| 0.550734
|
normal
| 0
|
1.022593
| 20,793
| 29,330
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 389
| 54
| 0.182627
| 0.906298
|
normal
| 0
|
16.585192
| 2,588,026
| 99,875
| 1
| 2
| 4
| 0
| 0
| 0
| 0
| 321
| 32
| 0.810629
| 0.902159
|
dos
| 1
|
49.32496
| 33,484
| 53,161
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 362
| 84
| 0.163936
| 0.890158
|
normal
| 0
|
100.235657
| 2,188
| 89,783
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 405
| 38
| 0.179804
| 0.356904
|
normal
| 0
|
12.075364
| 20,357
| 78,600
| 1
| 1
| 5
| 1
| 1
| 0
| 0
| 202
| 38
| 0.006015
| 0.852794
|
probe
| 1
|
65.552786
| 25,704
| 47,633
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 136
| 46
| 0.181818
| 0.646654
|
normal
| 0
|
10.85442
| 1,144
| 14,472
| 0
| 0
| 1
| 13
| 1
| 0
| 0
| 148
| 5
| 0.12241
| 0.778856
|
r2l
| 1
|
7.921173
| 17,129
| 98,693
| 2
| 0
| 0
| 14
| 0
| 0
| 0
| 291
| 8
| 0.118845
| 0.76206
|
r2l
| 1
|
124.525492
| 17,424
| 33,324
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 94
| 87
| 0.06316
| 0.734224
|
normal
| 0
|
52.736137
| 45,397
| 72,085
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 306
| 18
| 0.01774
| 0.476161
|
normal
| 0
|
0.630495
| 1,511,209
| 89,678
| 2
| 2
| 3
| 2
| 1
| 0
| 0
| 466
| 70
| 0.622042
| 0.866289
|
dos
| 1
|
112.460616
| 30,925
| 84,424
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 45
| 74
| 0.05224
| 0.66521
|
normal
| 0
|
1.029077
| 49,594
| 69,061
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 45
| 75
| 0.094484
| 0.566702
|
normal
| 0
|
18.921897
| 1,425,736
| 71,678
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 431
| 90
| 0.718845
| 0.053357
|
dos
| 1
|
20.960008
| 35,332
| 12,511
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 156
| 5
| 0.095301
| 0.208132
|
normal
| 0
|
0.312357
| 137
| 34,044
| 4
| 0
| 6
| 2
| 0
| 0
| 0
| 283
| 66
| 0.083025
| 0.32947
|
probe
| 1
|
130.370727
| 20,915
| 72,863
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 350
| 1
| 0.114133
| 0.746654
|
normal
| 0
|
27.384669
| 47,676
| 75,128
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 438
| 34
| 0.123719
| 0.985003
|
normal
| 0
|
64.385736
| 43,220
| 6,287
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 37
| 34
| 0.073905
| 0.701664
|
normal
| 0
|
17.327924
| 49,502
| 51,187
| 2
| 1
| 2
| 18
| 1
| 0
| 0
| 291
| 44
| 0.138377
| 0.423717
|
r2l
| 1
|
86.805745
| 21,491
| 46,530
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 147
| 10
| 0.107843
| 0.35458
|
normal
| 0
|
1.407139
| 5,766,562
| 97,320
| 4
| 0
| 1
| 1
| 1
| 0
| 0
| 447
| 41
| 0.666703
| 0.476361
|
dos
| 1
|
40.208294
| 16,747
| 38,578
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 437
| 40
| 0.025936
| 0.386318
|
normal
| 0
|
92.387151
| 23,011
| 64,525
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 362
| 2
| 0.068027
| 0.014337
|
normal
| 0
|
174.213979
| 38,754
| 64,461
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 297
| 67
| 0.181622
| 0.003171
|
normal
| 0
|
9.896356
| 31,606
| 64,477
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 247
| 31
| 0.091057
| 0.845974
|
normal
| 0
|
124.018944
| 26,090
| 81,328
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 446
| 31
| 0.148058
| 0.308006
|
normal
| 0
|
39.029813
| 37,973
| 9,648
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 102
| 55
| 0.14545
| 0.303664
|
normal
| 0
|
13.084923
| 34,489
| 29,210
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 132
| 85
| 0.188827
| 0.55072
|
normal
| 0
|
20.339548
| 18,237
| 63,910
| 1
| 0
| 3
| 18
| 0
| 0
| 0
| 451
| 91
| 0.017218
| 0.424832
|
r2l
| 1
|
25.652238
| 25,237
| 83,272
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 202
| 22
| 0.143172
| 0.033122
|
normal
| 0
|
8.799182
| 38,376
| 42,844
| 3
| 2
| 1
| 16
| 0
| 0
| 0
| 375
| 18
| 0.158136
| 0.414696
|
r2l
| 1
|
4.384313
| 10,057
| 35,715
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 75
| 63
| 0.175905
| 0.409368
|
normal
| 0
|
10.386485
| 20,640
| 20,564
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 45
| 70
| 0.104913
| 0.691168
|
normal
| 0
|
73.604659
| 5,961
| 38,913
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 412
| 59
| 0.024882
| 0.044724
|
normal
| 0
|
88.902043
| 44,601
| 45,262
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 488
| 80
| 0.014164
| 0.596767
|
normal
| 0
|
130.891365
| 31,737
| 8,603
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 324
| 46
| 0.019548
| 0.187808
|
normal
| 0
|
30.010658
| 44,316
| 14,936
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 434
| 60
| 0.042154
| 0.751407
|
normal
| 0
|
184.364499
| 32,858
| 28,569
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 167
| 32
| 0.012811
| 0.056784
|
normal
| 0
|
20.312876
| 5,046,189
| 82,040
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 387
| 2
| 0.963743
| 0.938472
|
dos
| 1
|
69.122763
| 37,620
| 83,400
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 34
| 1
| 0.140821
| 0.462424
|
normal
| 0
|
0.658443
| 1,293,712
| 13,853
| 1
| 2
| 4
| 0
| 1
| 0
| 0
| 367
| 33
| 0.736146
| 0.386347
|
dos
| 1
|
74.412127
| 28,940
| 40,968
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 213
| 83
| 0.154343
| 0.521898
|
normal
| 0
|
7.199777
| 17,529
| 20,791
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 25
| 11
| 0.083632
| 0.657442
|
normal
| 0
|
39.469063
| 8,115
| 82,419
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 301
| 94
| 0.166852
| 0.013157
|
normal
| 0
|
9.155261
| 33,970
| 43,657
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 67
| 29
| 0.116437
| 0.14722
|
normal
| 0
|
449.893079
| 40,171
| 37,008
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 337
| 11
| 0.069884
| 0.823042
|
normal
| 0
|
26.010051
| 25,062
| 37,264
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 209
| 79
| 0.012887
| 0.906398
|
normal
| 0
|
101.032788
| 18,096
| 68,510
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 87
| 91
| 0.047913
| 0.273817
|
normal
| 0
|
33.455721
| 36,223
| 58,029
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 145
| 30
| 0.083262
| 0.654233
|
normal
| 0
|
105.914031
| 43,436
| 22,064
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 85
| 35
| 0.065605
| 0.952473
|
normal
| 0
|
23.623093
| 2,607
| 66,290
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 463
| 27
| 0.05396
| 0.010553
|
normal
| 0
|
153.837416
| 18,684
| 97,881
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 115
| 86
| 0.037578
| 0.311856
|
normal
| 0
|
4.906687
| 11,064
| 87,242
| 1
| 2
| 3
| 19
| 0
| 0
| 0
| 249
| 18
| 0.142686
| 0.799832
|
r2l
| 1
|
2.741471
| 7,213,397
| 97,487
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 274
| 28
| 0.666816
| 0.889822
|
dos
| 1
|
183.522052
| 14,922
| 92,764
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 310
| 55
| 0.14048
| 0.70252
|
normal
| 0
|
1.177102
| 20,267
| 15,084
| 1
| 0
| 22
| 1
| 1
| 0
| 0
| 151
| 90
| 0.10989
| 0.887762
|
probe
| 1
|
35.441043
| 48,201
| 45,841
| 3
| 2
| 26
| 2
| 1
| 0
| 0
| 273
| 53
| 0.048312
| 0.054042
|
probe
| 1
|
23.391262
| 32,678
| 38,858
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 77
| 38
| 0.175593
| 0.288907
|
normal
| 0
|
196.156319
| 44,089
| 18,698
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 384
| 23
| 0.008831
| 0.216577
|
normal
| 0
|
4.351092
| 33,508
| 45,561
| 0
| 0
| 3
| 4
| 1
| 0
| 0
| 306
| 93
| 0.16772
| 0.364465
|
r2l
| 1
|
16.952233
| 38,793
| 45,016
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 59
| 4
| 0.144968
| 0.424248
|
normal
| 0
|
7.611812
| 20,570
| 18,681
| 3
| 0
| 17
| 0
| 1
| 0
| 0
| 15
| 46
| 0.191714
| 0.217122
|
probe
| 1
|
32.04497
| 44,055
| 70,070
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 299
| 95
| 0.054829
| 0.926161
|
normal
| 0
|
25.112606
| 26,914
| 36,447
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 181
| 29
| 0.025415
| 0.122769
|
normal
| 0
|
85.75819
| 34,967
| 50,637
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 441
| 91
| 0.126641
| 0.774559
|
normal
| 0
|
46.613381
| 10,934
| 84,463
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 403
| 40
| 0.124609
| 0.891251
|
normal
| 0
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.