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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11.475994
| 19,591
| 23,372
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 326
| 86
| 0.053776
| 0.210567
|
normal
| 0
|
102.336695
| 18,997
| 14,817
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 292
| 44
| 0.025151
| 0.515358
|
normal
| 0
|
307.653235
| 21,336
| 90,668
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 486
| 57
| 0.121671
| 0.931876
|
normal
| 0
|
0.941546
| 45,746
| 96,324
| 4
| 2
| 12
| 1
| 0
| 0
| 0
| 476
| 37
| 0.167647
| 0.006613
|
probe
| 1
|
323.304325
| 14,532
| 91,234
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 293
| 68
| 0.183535
| 0.90114
|
normal
| 0
|
0.615262
| 28,114
| 24,439
| 3
| 2
| 7
| 1
| 1
| 0
| 0
| 107
| 9
| 0.184942
| 0.175847
|
probe
| 1
|
1.856059
| 1,667,416
| 3,217
| 2
| 2
| 2
| 0
| 1
| 0
| 0
| 122
| 1
| 0.712859
| 0.542111
|
dos
| 1
|
240.629114
| 5,083
| 41,034
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 409
| 12
| 0.037574
| 0.203815
|
normal
| 0
|
0.011466
| 7,945,368
| 87,890
| 1
| 0
| 3
| 2
| 1
| 0
| 0
| 226
| 4
| 0.885963
| 0.87548
|
dos
| 1
|
171.418408
| 20,622
| 87,801
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 492
| 68
| 0.140808
| 0.759772
|
normal
| 0
|
8.77163
| 17,804
| 23,599
| 2
| 1
| 1
| 16
| 1
| 0
| 0
| 25
| 73
| 0.116337
| 0.409534
|
r2l
| 1
|
2.4711
| 46,068
| 29,437
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 1
| 82
| 0.073627
| 0.19423
|
normal
| 0
|
14.185576
| 18,850
| 13,888
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 55
| 14
| 0.061216
| 0.446779
|
normal
| 0
|
14.413837
| 2,635
| 13,353
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 240
| 74
| 0.018079
| 0.099489
|
normal
| 0
|
2.382178
| 22,773
| 69,765
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 310
| 58
| 0.117269
| 0.600001
|
normal
| 0
|
12.921142
| 12,506
| 23,354
| 3
| 2
| 2
| 1
| 0
| 6
| 0
| 435
| 18
| 0.042559
| 0.33761
|
u2r
| 1
|
252.256408
| 32,598
| 52,242
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 431
| 58
| 0.177919
| 0.01712
|
normal
| 0
|
109.006181
| 13,553
| 14,187
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 35
| 26
| 0.044814
| 0.420781
|
normal
| 0
|
37.407258
| 20,869
| 11,068
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 421
| 91
| 0.153722
| 0.708189
|
normal
| 0
|
5.132469
| 33,092
| 51,183
| 4
| 0
| 0
| 6
| 1
| 0
| 0
| 494
| 19
| 0.069667
| 0.643137
|
r2l
| 1
|
67.015257
| 29,665
| 44,151
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 267
| 23
| 0.163789
| 0.101074
|
normal
| 0
|
15.329925
| 40,264
| 16,257
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 482
| 56
| 0.147748
| 0.955235
|
normal
| 0
|
215.850277
| 2,900
| 68,942
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 350
| 78
| 0.004653
| 0.678266
|
normal
| 0
|
0.302241
| 300,300
| 53,142
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 385
| 62
| 0.537524
| 0.596914
|
dos
| 1
|
120.017745
| 48,582
| 57,874
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 439
| 71
| 0.112206
| 0.707354
|
normal
| 0
|
34.332751
| 33,389
| 24,416
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 314
| 65
| 0.164391
| 0.555012
|
normal
| 0
|
69.328969
| 18,102
| 45,125
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 349
| 95
| 0.046634
| 0.40421
|
normal
| 0
|
3.142125
| 5,338,926
| 8,625
| 4
| 2
| 0
| 0
| 1
| 0
| 0
| 185
| 84
| 0.67936
| 0.486526
|
dos
| 1
|
17.052424
| 11,974
| 48,530
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 413
| 43
| 0.177298
| 0.452623
|
normal
| 0
|
378.325146
| 18,085
| 34,397
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 137
| 87
| 0.156563
| 0.711936
|
normal
| 0
|
7.280289
| 2,406
| 77,461
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 243
| 91
| 0.184237
| 0.764486
|
normal
| 0
|
9.422715
| 7,922
| 81,282
| 3
| 1
| 24
| 0
| 1
| 0
| 0
| 339
| 41
| 0.061333
| 0.312364
|
probe
| 1
|
1.863251
| 45,726
| 22,660
| 0
| 0
| 1
| 11
| 0
| 0
| 0
| 150
| 31
| 0.084108
| 0.785081
|
r2l
| 1
|
291.311844
| 28,503
| 60,637
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 16
| 90
| 0.078421
| 0.533095
|
normal
| 0
|
26.410743
| 47,052
| 73,794
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 380
| 4
| 0.067721
| 0.100937
|
normal
| 0
|
15.546736
| 1,042
| 96,187
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 342
| 30
| 0.030155
| 0.464555
|
normal
| 0
|
128.881563
| 36,799
| 92,966
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 380
| 83
| 0.003457
| 0.64748
|
normal
| 0
|
4.287991
| 42,213
| 92,390
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 308
| 95
| 0.052613
| 0.666863
|
normal
| 0
|
66.40525
| 26,881
| 74,395
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 356
| 78
| 0.198602
| 0.048059
|
normal
| 0
|
159.137811
| 36,617
| 77,696
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 363
| 39
| 0.058807
| 0.361427
|
normal
| 0
|
13.18142
| 24,936
| 16,533
| 3
| 1
| 2
| 17
| 1
| 0
| 0
| 45
| 46
| 0.160773
| 0.294885
|
r2l
| 1
|
20.827128
| 4,840
| 46,508
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 194
| 48
| 0.029839
| 0.470384
|
normal
| 0
|
66.756579
| 16,473
| 29,490
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 148
| 35
| 0.111543
| 0.873713
|
normal
| 0
|
254.179091
| 48,751
| 37,478
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 453
| 61
| 0.023255
| 0.918904
|
normal
| 0
|
96.027652
| 12,519
| 21,584
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 476
| 82
| 0.13312
| 0.788575
|
normal
| 0
|
127.830357
| 16,891
| 13,929
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 276
| 5
| 0.022281
| 0.961931
|
normal
| 0
|
40.987062
| 5,372
| 14,130
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 91
| 18
| 0.058885
| 0.448727
|
normal
| 0
|
20.88509
| 14,717
| 98,843
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 272
| 86
| 0.026318
| 0.09583
|
normal
| 0
|
10.050493
| 2,241,780
| 30,457
| 1
| 2
| 0
| 0
| 1
| 0
| 0
| 359
| 35
| 0.902883
| 0.831602
|
dos
| 1
|
1.217698
| 15,203
| 96,241
| 3
| 1
| 2
| 16
| 0
| 0
| 0
| 294
| 80
| 0.06304
| 0.872891
|
r2l
| 1
|
32.880988
| 47,249
| 1,821
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 213
| 52
| 0.054301
| 0.396539
|
normal
| 0
|
78.080921
| 13,073
| 48,615
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 164
| 47
| 0.029717
| 0.51652
|
normal
| 0
|
123.028915
| 44,430
| 41,434
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 95
| 13
| 0.104029
| 0.25506
|
normal
| 0
|
132.574834
| 34,847
| 28,200
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 483
| 21
| 0.040296
| 0.280863
|
normal
| 0
|
17.994631
| 26,628
| 51,692
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 169
| 33
| 0.167058
| 0.979614
|
normal
| 0
|
4.995182
| 5,200,114
| 10,904
| 3
| 1
| 1
| 0
| 1
| 0
| 0
| 476
| 82
| 0.947367
| 0.279705
|
dos
| 1
|
3.284063
| 26,682
| 35,386
| 4
| 0
| 3
| 0
| 1
| 4
| 1
| 489
| 29
| 0.171177
| 0.971581
|
u2r
| 1
|
2.58525
| 20,322
| 19,233
| 0
| 1
| 2
| 19
| 0
| 0
| 0
| 362
| 87
| 0.172132
| 0.278388
|
r2l
| 1
|
6.067631
| 40,008
| 76,966
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 331
| 55
| 0.066861
| 0.832075
|
normal
| 0
|
10.167528
| 13,576
| 81,222
| 1
| 2
| 16
| 1
| 0
| 0
| 0
| 33
| 56
| 0.014886
| 0.164299
|
probe
| 1
|
8.334952
| 9,270,640
| 15,219
| 2
| 0
| 4
| 1
| 0
| 0
| 0
| 429
| 39
| 0.74918
| 0.835275
|
dos
| 1
|
15.794587
| 41,160
| 7,893
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 317
| 38
| 0.088126
| 0.910539
|
normal
| 0
|
4.541226
| 4,856
| 87,264
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 382
| 50
| 0.188387
| 0.894385
|
normal
| 0
|
2.121826
| 9,004,112
| 55,725
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 243
| 38
| 0.902092
| 0.070533
|
dos
| 1
|
315.857983
| 14,414
| 80,677
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 391
| 96
| 0.189417
| 0.782405
|
normal
| 0
|
130.035758
| 44,504
| 5,598
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 314
| 53
| 0.154682
| 0.870986
|
normal
| 0
|
75.015238
| 132
| 26,732
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 4
| 84
| 0.094134
| 0.341432
|
normal
| 0
|
283.942107
| 14,633
| 85,408
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 185
| 71
| 0.173515
| 0.891352
|
normal
| 0
|
96.524581
| 8,623
| 54,644
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 320
| 34
| 0.18077
| 0.663666
|
normal
| 0
|
2.452107
| 21,065
| 12,565
| 3
| 2
| 8
| 1
| 0
| 0
| 0
| 397
| 45
| 0.087002
| 0.471047
|
probe
| 1
|
33.219395
| 4,315
| 46,270
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 481
| 50
| 0.162733
| 0.006851
|
normal
| 0
|
88.911789
| 16,641
| 43,674
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 309
| 51
| 0.173376
| 0.686151
|
normal
| 0
|
15.487439
| 21,429
| 13,332
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 277
| 83
| 0.086085
| 0.797813
|
normal
| 0
|
51.832559
| 19,172
| 31,668
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 232
| 3
| 0.094546
| 0.962077
|
normal
| 0
|
3.380534
| 25,368
| 54,946
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 457
| 6
| 0.053325
| 0.616936
|
normal
| 0
|
24.414771
| 37,912
| 57,593
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 54
| 99
| 0.090358
| 0.144898
|
normal
| 0
|
7.781953
| 28,559
| 82,478
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 179
| 81
| 0.097749
| 0.281776
|
normal
| 0
|
49.066166
| 31,573
| 91,697
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 371
| 36
| 0.128742
| 0.552313
|
normal
| 0
|
185.173348
| 43,982
| 28,022
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 183
| 48
| 0.118325
| 0.269128
|
normal
| 0
|
47.470925
| 7,946
| 5,769
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 39
| 42
| 0.179045
| 0.539734
|
normal
| 0
|
178.164851
| 38,253
| 61,038
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 281
| 99
| 0.129697
| 0.248183
|
normal
| 0
|
106.856325
| 34,966
| 35,099
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 316
| 32
| 0.027505
| 0.814506
|
normal
| 0
|
2.497419
| 5,554
| 78,567
| 0
| 0
| 3
| 0
| 1
| 1
| 0
| 290
| 55
| 0.047745
| 0.062036
|
u2r
| 1
|
27.035531
| 24,809
| 98,084
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 174
| 56
| 0.18324
| 0.348605
|
normal
| 0
|
255.304965
| 30,800
| 72,360
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 203
| 71
| 0.012238
| 0.066591
|
normal
| 0
|
5.5725
| 34,995
| 87,008
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 151
| 18
| 0.139555
| 0.271057
|
normal
| 0
|
116.768272
| 29,778
| 50,876
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 253
| 81
| 0.01671
| 0.113809
|
normal
| 0
|
6.462313
| 35,253
| 50,738
| 3
| 2
| 3
| 16
| 1
| 0
| 0
| 29
| 60
| 0.044143
| 0.460054
|
r2l
| 1
|
58.168009
| 32,454
| 4,836
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 228
| 33
| 0.161276
| 0.080305
|
normal
| 0
|
27.485924
| 45,587
| 15,801
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 409
| 55
| 0.071805
| 0.630781
|
normal
| 0
|
56.334061
| 48,892
| 35,560
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 244
| 5
| 0.095954
| 0.687072
|
normal
| 0
|
206.178023
| 7,862
| 88,508
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 281
| 34
| 0.156594
| 0.769781
|
normal
| 0
|
21.088423
| 6,885,796
| 98,720
| 3
| 0
| 0
| 0
| 1
| 0
| 0
| 112
| 40
| 0.787369
| 0.740165
|
dos
| 1
|
283.670067
| 4,526
| 92,690
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 397
| 46
| 0.055202
| 0.442877
|
normal
| 0
|
36.787053
| 29,147
| 22,989
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 454
| 86
| 0.190122
| 0.749364
|
normal
| 0
|
48.956027
| 1,574
| 13,453
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 391
| 75
| 0.087966
| 0.691614
|
normal
| 0
|
1.890371
| 13,151
| 17,187
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 276
| 81
| 0.023071
| 0.659188
|
normal
| 0
|
10.178402
| 6,089
| 19,334
| 4
| 1
| 5
| 0
| 1
| 0
| 0
| 390
| 23
| 0.013098
| 0.366889
|
probe
| 1
|
39.956767
| 40,356
| 77,939
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 135
| 2
| 0.163077
| 0.755766
|
normal
| 0
|
51.778952
| 9,340
| 11,370
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 67
| 32
| 0.10061
| 0.424227
|
normal
| 0
|
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