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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.576691
| 1,363,178
| 83,953
| 4
| 0
| 2
| 0
| 0
| 0
| 0
| 211
| 86
| 0.948734
| 0.316989
|
dos
| 1
|
90.14334
| 33,185
| 99,749
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 320
| 1
| 0.011758
| 0.365792
|
normal
| 0
|
198.875266
| 23,021
| 57,718
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 87
| 4
| 0.053764
| 0.745888
|
normal
| 0
|
87.813179
| 12,766
| 5,768
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 135
| 84
| 0.160477
| 0.987097
|
normal
| 0
|
23.982551
| 8,996
| 25,199
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 151
| 17
| 0.113873
| 0.167656
|
normal
| 0
|
24.706841
| 8,729,083
| 71,978
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 89
| 74
| 0.756351
| 0.71754
|
dos
| 1
|
120.262855
| 13,885
| 74,776
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 113
| 81
| 0.004338
| 0.72369
|
normal
| 0
|
127.930817
| 27,550
| 605
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 295
| 43
| 0.165529
| 0.686276
|
normal
| 0
|
18.938448
| 20,728
| 51,265
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 263
| 82
| 0.073979
| 0.470117
|
normal
| 0
|
4.841414
| 48,239
| 68,112
| 4
| 1
| 3
| 2
| 1
| 5
| 1
| 97
| 99
| 0.18446
| 0.011376
|
u2r
| 1
|
52.472767
| 39,753
| 5,740
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 76
| 20
| 0.180865
| 0.257263
|
normal
| 0
|
87.399471
| 43,569
| 54,662
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 18
| 77
| 0.188206
| 0.066809
|
normal
| 0
|
122.418371
| 32,003
| 49,429
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 97
| 72
| 0.089057
| 0.635538
|
normal
| 0
|
0.449677
| 9,995,562
| 18,441
| 4
| 2
| 3
| 1
| 1
| 0
| 0
| 377
| 99
| 0.909495
| 0.76806
|
dos
| 1
|
94.298751
| 12,102
| 97,625
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 111
| 33
| 0.042438
| 0.348461
|
normal
| 0
|
11.752375
| 27,700
| 99,468
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 235
| 83
| 0.155282
| 0.409673
|
normal
| 0
|
114.753473
| 45,850
| 94,235
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 45
| 57
| 0.042349
| 0.333841
|
normal
| 0
|
414.626813
| 47,770
| 68,707
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 4
| 57
| 0.044641
| 0.611374
|
normal
| 0
|
236.005092
| 47,469
| 5,306
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 104
| 25
| 0.183208
| 0.180083
|
normal
| 0
|
205.314171
| 21,126
| 81,674
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 238
| 52
| 0.129986
| 0.999742
|
normal
| 0
|
0.678806
| 14,050
| 6,536
| 2
| 0
| 2
| 18
| 0
| 0
| 0
| 474
| 58
| 0.168649
| 0.230935
|
r2l
| 1
|
138.945205
| 29,863
| 78,672
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 291
| 57
| 0.13966
| 0.317718
|
normal
| 0
|
190.450348
| 24,684
| 48,438
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 234
| 66
| 0.010017
| 0.680984
|
normal
| 0
|
24.671807
| 48,384
| 98,564
| 1
| 1
| 2
| 9
| 1
| 0
| 0
| 371
| 70
| 0.031914
| 0.554031
|
r2l
| 1
|
28.843136
| 20,138
| 31,812
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 316
| 35
| 0.107968
| 0.618573
|
normal
| 0
|
307.551107
| 47,667
| 28,709
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 181
| 66
| 0.052649
| 0.991091
|
normal
| 0
|
59.932795
| 42,383
| 70,721
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 23
| 72
| 0.089183
| 0.223146
|
normal
| 0
|
13.90386
| 38,307
| 62,938
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 57
| 8
| 0.04414
| 0.333534
|
normal
| 0
|
3.106927
| 43,356
| 52,717
| 0
| 0
| 4
| 0
| 1
| 6
| 1
| 348
| 46
| 0.181461
| 0.320072
|
u2r
| 1
|
104.275852
| 49,248
| 20,946
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 99
| 62
| 0.123794
| 0.818231
|
normal
| 0
|
15.895041
| 35,471
| 22,591
| 0
| 1
| 28
| 2
| 1
| 0
| 0
| 470
| 85
| 0.17359
| 0.424799
|
probe
| 1
|
9.925019
| 5,847
| 84,714
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 100
| 89
| 0.107134
| 0.57077
|
normal
| 0
|
134.847683
| 36,401
| 32,408
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 392
| 98
| 0.180637
| 0.044646
|
normal
| 0
|
160.606943
| 24,049
| 9,395
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 326
| 95
| 0.114798
| 0.797864
|
normal
| 0
|
129.249671
| 41,452
| 15,013
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 40
| 81
| 0.017825
| 0.272043
|
normal
| 0
|
22.597365
| 3,066
| 6,988
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 66
| 64
| 0.093354
| 0.285574
|
normal
| 0
|
7.531165
| 29,340
| 51,164
| 4
| 2
| 6
| 1
| 1
| 0
| 0
| 76
| 30
| 0.149592
| 0.475676
|
probe
| 1
|
1.078071
| 44,188
| 59,154
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 285
| 82
| 0.079858
| 0.010931
|
normal
| 0
|
6.208159
| 31,011
| 55,394
| 0
| 0
| 3
| 5
| 1
| 0
| 0
| 331
| 29
| 0.175236
| 0.107696
|
r2l
| 1
|
50.886344
| 43,626
| 93,720
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 246
| 46
| 0.014366
| 0.793105
|
normal
| 0
|
2.626205
| 7,671
| 24,879
| 3
| 1
| 9
| 1
| 1
| 0
| 0
| 308
| 51
| 0.092148
| 0.960113
|
probe
| 1
|
20.734744
| 2,061,942
| 17,480
| 3
| 0
| 1
| 2
| 0
| 0
| 0
| 275
| 86
| 0.820571
| 0.757908
|
dos
| 1
|
1.875482
| 228,529
| 12,220
| 4
| 2
| 3
| 0
| 1
| 0
| 0
| 249
| 37
| 0.588475
| 0.007064
|
dos
| 1
|
5.548969
| 9,504,234
| 11,810
| 2
| 0
| 2
| 0
| 0
| 0
| 0
| 365
| 19
| 0.817666
| 0.508308
|
dos
| 1
|
2.072371
| 5,388,111
| 62,386
| 1
| 1
| 3
| 2
| 0
| 0
| 0
| 375
| 80
| 0.873984
| 0.742973
|
dos
| 1
|
297.602351
| 41,386
| 33,934
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 451
| 4
| 0.060383
| 0.580229
|
normal
| 0
|
283.079942
| 31,302
| 37,077
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 305
| 54
| 0.170895
| 0.851131
|
normal
| 0
|
19.951741
| 36,988
| 24,268
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 110
| 52
| 0.003116
| 0.195802
|
normal
| 0
|
4.480068
| 20,681
| 38,301
| 2
| 0
| 29
| 1
| 0
| 0
| 0
| 341
| 38
| 0.077178
| 0.950652
|
probe
| 1
|
17.838705
| 45,372
| 40,852
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 154
| 1
| 0.051977
| 0.861619
|
normal
| 0
|
8.069296
| 4,787,653
| 5,848
| 3
| 0
| 4
| 2
| 0
| 0
| 0
| 475
| 34
| 0.860657
| 0.916099
|
dos
| 1
|
0.604025
| 4,125
| 41,304
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 59
| 31
| 0.047066
| 0.137395
|
normal
| 0
|
13.602272
| 37,125
| 99,047
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 349
| 35
| 0.008905
| 0.525962
|
normal
| 0
|
77.210301
| 47,490
| 2,541
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 14
| 11
| 0.049378
| 0.298045
|
normal
| 0
|
28.443677
| 41,945
| 87,720
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 193
| 18
| 0.062736
| 0.594948
|
normal
| 0
|
9.690355
| 4,053
| 59,266
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 434
| 70
| 0.194244
| 0.630609
|
normal
| 0
|
44.609652
| 18,778
| 33,916
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 211
| 44
| 0.05783
| 0.285499
|
normal
| 0
|
32.049126
| 6,417
| 46,315
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 36
| 89
| 0.018937
| 0.58318
|
normal
| 0
|
71.560612
| 36,335
| 94,062
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 390
| 43
| 0.088268
| 0.864313
|
normal
| 0
|
387.441869
| 17,516
| 41,616
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 378
| 75
| 0.180557
| 0.908142
|
normal
| 0
|
13.273701
| 1,571
| 70,248
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 244
| 35
| 0.126997
| 0.627911
|
normal
| 0
|
3.604281
| 9,933,159
| 80,215
| 2
| 2
| 4
| 1
| 0
| 0
| 0
| 333
| 14
| 0.572618
| 0.601281
|
dos
| 1
|
268.802727
| 31,607
| 17,159
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 403
| 95
| 0.184052
| 0.641659
|
normal
| 0
|
209.453929
| 7,839
| 15,880
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 249
| 94
| 0.078739
| 0.526481
|
normal
| 0
|
50.132265
| 1,248
| 32,270
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 299
| 85
| 0.177819
| 0.505516
|
normal
| 0
|
120.048976
| 24,716
| 38,975
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 196
| 49
| 0.10339
| 0.367705
|
normal
| 0
|
9.195852
| 22,964
| 10,199
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 434
| 67
| 0.174426
| 0.39603
|
normal
| 0
|
124.667523
| 20,240
| 97,969
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 88
| 85
| 0.143907
| 0.169563
|
normal
| 0
|
360.666297
| 31,145
| 45,557
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 101
| 87
| 0.131597
| 0.057036
|
normal
| 0
|
77.108311
| 44,816
| 59,003
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 361
| 10
| 0.178423
| 0.613254
|
normal
| 0
|
69.013218
| 15,645
| 39,946
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 288
| 60
| 0.199142
| 0.394767
|
normal
| 0
|
0.942747
| 40,276
| 8,798
| 4
| 2
| 16
| 1
| 1
| 0
| 0
| 180
| 32
| 0.179785
| 0.49225
|
probe
| 1
|
8.287006
| 2,013,956
| 28,279
| 2
| 0
| 2
| 1
| 1
| 0
| 0
| 278
| 98
| 0.613972
| 0.614168
|
dos
| 1
|
89.266523
| 11,258
| 98,733
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 352
| 57
| 0.039772
| 0.543649
|
normal
| 0
|
105.536046
| 13,403
| 60,716
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 209
| 75
| 0.194711
| 0.424328
|
normal
| 0
|
2.642949
| 47,936
| 41,964
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 166
| 91
| 0.084049
| 0.758288
|
normal
| 0
|
79.567502
| 23,147
| 67,148
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 442
| 29
| 0.039218
| 0.211695
|
normal
| 0
|
9.269461
| 36,664
| 43,322
| 4
| 1
| 1
| 1
| 0
| 2
| 1
| 78
| 67
| 0.027112
| 0.078257
|
u2r
| 1
|
23.26008
| 3,547
| 92,312
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 245
| 24
| 0.008874
| 0.749443
|
normal
| 0
|
23.361425
| 8,376
| 59,531
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 333
| 27
| 0.069108
| 0.137605
|
normal
| 0
|
32.326527
| 28,978
| 26,196
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 215
| 80
| 0.000598
| 0.970196
|
normal
| 0
|
2.814489
| 8,173,854
| 69,847
| 3
| 1
| 0
| 0
| 1
| 0
| 0
| 85
| 15
| 0.92134
| 0.301572
|
dos
| 1
|
93.207989
| 12,837
| 86,385
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 155
| 83
| 0.122041
| 0.560874
|
normal
| 0
|
186.92626
| 43,223
| 58,315
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 262
| 28
| 0.012215
| 0.514558
|
normal
| 0
|
35.049206
| 4,557
| 64,804
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 12
| 70
| 0.037976
| 0.414833
|
normal
| 0
|
243.119217
| 11,251
| 18,672
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 305
| 1
| 0.177051
| 0.606877
|
normal
| 0
|
136.143069
| 10,522
| 26,134
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 74
| 1
| 0.05318
| 0.879285
|
normal
| 0
|
50.254611
| 11,015
| 67,904
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 467
| 20
| 0.100213
| 0.641094
|
normal
| 0
|
10.010995
| 48,555
| 84,012
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 190
| 71
| 0.016331
| 0.039971
|
normal
| 0
|
29.703725
| 2,739
| 24,137
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 12
| 28
| 0.121933
| 0.449268
|
normal
| 0
|
314.117934
| 25,706
| 12,901
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 101
| 2
| 0.098629
| 0.025645
|
normal
| 0
|
37.159045
| 40,555
| 73,647
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 361
| 49
| 0.125547
| 0.869002
|
normal
| 0
|
40.032976
| 13,798
| 283
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 309
| 69
| 0.067275
| 0.838343
|
normal
| 0
|
21.021367
| 13,781
| 14,208
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 267
| 62
| 0.065551
| 0.469352
|
normal
| 0
|
0.432572
| 7,243,124
| 42,994
| 1
| 2
| 3
| 2
| 1
| 0
| 0
| 204
| 7
| 0.645313
| 0.980891
|
dos
| 1
|
32.247261
| 27,335
| 60,999
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 177
| 8
| 0.076442
| 0.716034
|
normal
| 0
|
40.086309
| 47,282
| 91,926
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 252
| 43
| 0.164609
| 0.298998
|
normal
| 0
|
53.502971
| 6,002
| 46,291
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 304
| 49
| 0.125129
| 0.015883
|
normal
| 0
|
56.868124
| 46,400
| 41,631
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 114
| 92
| 0.115918
| 0.737167
|
normal
| 0
|
2.408652
| 6,854,742
| 84,054
| 4
| 1
| 1
| 1
| 0
| 0
| 0
| 253
| 40
| 0.561947
| 0.19017
|
dos
| 1
|
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