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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.459176
| 48,236
| 63,418
| 3
| 2
| 21
| 0
| 0
| 0
| 0
| 253
| 36
| 0.070847
| 0.839018
|
probe
| 1
|
18.773082
| 9,922,899
| 3,013
| 3
| 0
| 1
| 1
| 1
| 0
| 0
| 307
| 31
| 0.679269
| 0.391855
|
dos
| 1
|
179.301047
| 25,912
| 93,278
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 353
| 7
| 0.187603
| 0.753454
|
normal
| 0
|
5.733279
| 31,982
| 19,694
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 64
| 5
| 0.180763
| 0.526798
|
normal
| 0
|
23.020352
| 33,875
| 66,218
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 402
| 87
| 0.18206
| 0.190003
|
normal
| 0
|
78.625686
| 4,929
| 43,223
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 151
| 14
| 0.120594
| 0.288203
|
normal
| 0
|
4.204217
| 8,628,690
| 66,997
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 279
| 9
| 0.777843
| 0.047308
|
dos
| 1
|
179.449319
| 26,814
| 85,749
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 301
| 91
| 0.174604
| 0.343037
|
normal
| 0
|
150.129989
| 8,157
| 49,297
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 330
| 70
| 0.195347
| 0.813547
|
normal
| 0
|
6.178195
| 4,413,462
| 51,126
| 2
| 2
| 3
| 1
| 1
| 0
| 0
| 400
| 38
| 0.556281
| 0.910532
|
dos
| 1
|
17.420342
| 320,465
| 71,163
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 94
| 1
| 0.97081
| 0.865873
|
dos
| 1
|
24.80791
| 19,668
| 34,588
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 380
| 32
| 0.041079
| 0.057388
|
normal
| 0
|
130.52394
| 16,462
| 88,187
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 480
| 98
| 0.187585
| 0.713157
|
normal
| 0
|
43.89415
| 34,154
| 72,498
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 138
| 14
| 0.011897
| 0.252829
|
normal
| 0
|
0.806441
| 25,043
| 88,395
| 0
| 1
| 17
| 0
| 1
| 0
| 0
| 461
| 19
| 0.081488
| 0.47693
|
probe
| 1
|
12.492552
| 5,365,572
| 88,252
| 4
| 0
| 0
| 0
| 1
| 0
| 0
| 72
| 41
| 0.963646
| 0.717296
|
dos
| 1
|
122.277031
| 5,020
| 67,142
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 497
| 76
| 0.170765
| 0.120298
|
normal
| 0
|
357.940561
| 36,793
| 93,311
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 207
| 62
| 0.021829
| 0.428875
|
normal
| 0
|
2.894342
| 14,992
| 17,931
| 0
| 2
| 12
| 0
| 0
| 0
| 0
| 274
| 20
| 0.032635
| 0.596878
|
probe
| 1
|
9.852714
| 35,984
| 6,973
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 432
| 33
| 0.054204
| 0.743872
|
normal
| 0
|
13.197462
| 17,778
| 35,540
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 255
| 93
| 0.08033
| 0.501409
|
normal
| 0
|
16.037067
| 6,387,838
| 51,139
| 3
| 1
| 0
| 0
| 1
| 0
| 0
| 280
| 89
| 0.782672
| 0.442372
|
dos
| 1
|
34.358977
| 36,844
| 75,113
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 278
| 21
| 0.174479
| 0.119643
|
normal
| 0
|
164.465146
| 47,889
| 28,219
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 376
| 80
| 0.085961
| 0.606092
|
normal
| 0
|
0.102566
| 22,874
| 84,816
| 0
| 0
| 27
| 2
| 1
| 0
| 0
| 40
| 30
| 0.053823
| 0.042783
|
probe
| 1
|
3.394447
| 7,403,204
| 42,779
| 2
| 2
| 1
| 1
| 0
| 0
| 0
| 213
| 93
| 0.726751
| 0.098262
|
dos
| 1
|
126.244302
| 12,423
| 72,511
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 215
| 29
| 0.06045
| 0.485977
|
normal
| 0
|
44.936838
| 32,653
| 43,614
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 225
| 59
| 0.086644
| 0.950631
|
normal
| 0
|
43.572936
| 23,809
| 43,079
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 10
| 21
| 0.144217
| 0.071978
|
normal
| 0
|
141.439095
| 5,081
| 41,905
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 95
| 54
| 0.069881
| 0.61662
|
normal
| 0
|
151.43175
| 43,140
| 62,887
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 221
| 71
| 0.154729
| 0.093609
|
normal
| 0
|
19.802607
| 7,711,743
| 59,245
| 2
| 1
| 3
| 0
| 1
| 0
| 0
| 153
| 73
| 0.787125
| 0.924141
|
dos
| 1
|
15.524016
| 2,529
| 93,807
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 320
| 99
| 0.000747
| 0.771148
|
normal
| 0
|
23.965179
| 14,289
| 24,734
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 383
| 2
| 0.027494
| 0.545848
|
normal
| 0
|
43.324821
| 24,489
| 44,754
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 132
| 53
| 0.042647
| 0.851857
|
normal
| 0
|
21.985499
| 46,862
| 87,933
| 2
| 1
| 4
| 2
| 1
| 3
| 1
| 488
| 58
| 0.073579
| 0.556181
|
u2r
| 1
|
110.418795
| 46,858
| 99,654
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 274
| 97
| 0.009995
| 0.927907
|
normal
| 0
|
176.104735
| 32,480
| 89,604
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 469
| 85
| 0.166469
| 0.093022
|
normal
| 0
|
21.330088
| 11,065
| 16,012
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 93
| 21
| 0.04665
| 0.520457
|
normal
| 0
|
82.777646
| 7,562
| 88,977
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 329
| 41
| 0.153456
| 0.24264
|
normal
| 0
|
45.857519
| 27,705
| 12,625
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 380
| 44
| 0.123591
| 0.760589
|
normal
| 0
|
70.477022
| 47,618
| 58,998
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 206
| 52
| 0.174552
| 0.527257
|
normal
| 0
|
96.958034
| 33,741
| 73,521
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 274
| 29
| 0.079189
| 0.159248
|
normal
| 0
|
224.0548
| 19,580
| 48,767
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 403
| 70
| 0.133822
| 0.648181
|
normal
| 0
|
21.35555
| 20,108
| 46,163
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 9
| 50
| 0.074184
| 0.466708
|
normal
| 0
|
9.102661
| 5,653
| 22,259
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 338
| 66
| 0.152209
| 0.84448
|
normal
| 0
|
98.674517
| 10,398
| 84,950
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 162
| 19
| 0.082479
| 0.128804
|
normal
| 0
|
50.109124
| 12,564
| 17,059
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 394
| 64
| 0.184658
| 0.780179
|
normal
| 0
|
17.781496
| 34,433
| 65,904
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 37
| 95
| 0.188976
| 0.922009
|
normal
| 0
|
12.45288
| 11,815
| 27,751
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 140
| 89
| 0.191756
| 0.410045
|
normal
| 0
|
81.850586
| 8,600
| 9,395
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 32
| 2
| 0.140944
| 0.786966
|
normal
| 0
|
35.734745
| 24,829
| 17,855
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 110
| 68
| 0.047627
| 0.083001
|
normal
| 0
|
596.244165
| 25,642
| 65,478
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 232
| 79
| 0.16631
| 0.973101
|
normal
| 0
|
52.0709
| 48,779
| 21,735
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 29
| 14
| 0.04
| 0.063227
|
normal
| 0
|
14.776127
| 30,803
| 27,999
| 0
| 0
| 2
| 6
| 1
| 0
| 0
| 70
| 58
| 0.148989
| 0.715157
|
r2l
| 1
|
2.451551
| 1,263
| 84,936
| 0
| 2
| 20
| 2
| 1
| 0
| 0
| 257
| 50
| 0.194257
| 0.885607
|
probe
| 1
|
28.005112
| 16,041
| 82,589
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 147
| 19
| 0.077602
| 0.422494
|
normal
| 0
|
68.138867
| 44,779
| 71,263
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 394
| 68
| 0.003243
| 0.148249
|
normal
| 0
|
65.889298
| 29,395
| 78,147
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 257
| 81
| 0.164234
| 0.463237
|
normal
| 0
|
60.432643
| 33,924
| 2,008
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 94
| 44
| 0.167882
| 0.925599
|
normal
| 0
|
159.005545
| 42,791
| 64,277
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 364
| 94
| 0.043265
| 0.583388
|
normal
| 0
|
24.412845
| 11,734
| 82,746
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 453
| 81
| 0.105673
| 0.261552
|
normal
| 0
|
234.661332
| 23,829
| 25,025
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 364
| 32
| 0.082507
| 0.143482
|
normal
| 0
|
4.034326
| 15,819
| 41,508
| 0
| 1
| 9
| 1
| 0
| 0
| 0
| 292
| 34
| 0.001958
| 0.0246
|
probe
| 1
|
40.51487
| 9,961
| 67,170
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 209
| 61
| 0.149539
| 0.54414
|
normal
| 0
|
15.49796
| 1,096,221
| 73,444
| 3
| 0
| 3
| 2
| 0
| 0
| 0
| 449
| 79
| 0.637616
| 0.880982
|
dos
| 1
|
9.83206
| 2,980,770
| 79,159
| 4
| 2
| 3
| 2
| 1
| 0
| 0
| 57
| 81
| 0.50884
| 0.962203
|
dos
| 1
|
40.442002
| 1,559
| 81,084
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 12
| 31
| 0.164766
| 0.082549
|
normal
| 0
|
81.403466
| 47,078
| 43,072
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 119
| 49
| 0.16115
| 0.168901
|
normal
| 0
|
4.74776
| 41,001
| 37,487
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 398
| 12
| 0.149979
| 0.033457
|
normal
| 0
|
245.759265
| 105
| 4,448
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 34
| 33
| 0.105355
| 0.788388
|
normal
| 0
|
10.388922
| 37,654
| 31,299
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 81
| 78
| 0.039826
| 0.349787
|
normal
| 0
|
32.74954
| 7,038
| 66,543
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 375
| 18
| 0.106378
| 0.315271
|
normal
| 0
|
11.573351
| 9,933
| 78,984
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 309
| 54
| 0.025367
| 0.415714
|
normal
| 0
|
3.742328
| 8,268
| 76,501
| 2
| 0
| 2
| 11
| 1
| 0
| 0
| 73
| 15
| 0.191348
| 0.314233
|
r2l
| 1
|
181.81475
| 8,209
| 7,664
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 389
| 53
| 0.027823
| 0.704635
|
normal
| 0
|
2.316753
| 3,929
| 30,569
| 1
| 0
| 4
| 10
| 1
| 0
| 0
| 9
| 8
| 0.005457
| 0.503131
|
r2l
| 1
|
25.789446
| 14,248
| 84,720
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 110
| 87
| 0.002848
| 0.624526
|
normal
| 0
|
16.324338
| 7,672,108
| 79,444
| 2
| 1
| 0
| 0
| 1
| 0
| 0
| 414
| 52
| 0.876925
| 0.377719
|
dos
| 1
|
161.300456
| 23,354
| 79,285
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 425
| 68
| 0.082431
| 0.272766
|
normal
| 0
|
140.099908
| 21,364
| 89,448
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 483
| 96
| 0.033726
| 0.032555
|
normal
| 0
|
2.137884
| 9,177
| 5,057
| 3
| 1
| 26
| 1
| 0
| 0
| 0
| 274
| 92
| 0.154243
| 0.253196
|
probe
| 1
|
96.666256
| 34,938
| 69,997
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 428
| 38
| 0.104813
| 0.130677
|
normal
| 0
|
69.602604
| 39,818
| 56,959
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 213
| 18
| 0.11571
| 0.45615
|
normal
| 0
|
46.830112
| 33,028
| 24,222
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 378
| 66
| 0.111407
| 0.49425
|
normal
| 0
|
25.329871
| 42,277
| 95,468
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 3
| 24
| 0.179255
| 0.032254
|
normal
| 0
|
81.511519
| 37,046
| 35,898
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 398
| 14
| 0.069611
| 0.936766
|
normal
| 0
|
27.317762
| 8,793,199
| 58,604
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 395
| 99
| 0.998139
| 0.847252
|
dos
| 1
|
90.135727
| 36,780
| 15,869
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 345
| 47
| 0.026667
| 0.62255
|
normal
| 0
|
252.082645
| 19,186
| 12,625
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 37
| 31
| 0.118719
| 0.912846
|
normal
| 0
|
9.034369
| 4,539
| 53,719
| 2
| 2
| 25
| 0
| 1
| 0
| 0
| 266
| 60
| 0.144212
| 0.735474
|
probe
| 1
|
118.789597
| 20,591
| 71,070
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 494
| 1
| 0.127791
| 0.091606
|
normal
| 0
|
104.601644
| 20,089
| 67,166
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 341
| 91
| 0.186057
| 0.192143
|
normal
| 0
|
34.353911
| 9,966,011
| 9,337
| 4
| 1
| 1
| 0
| 1
| 0
| 0
| 272
| 85
| 0.997865
| 0.167941
|
dos
| 1
|
103.575584
| 49,701
| 76,122
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 38
| 5
| 0.150714
| 0.06578
|
normal
| 0
|
25.058499
| 37,537
| 23,160
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 288
| 50
| 0.090163
| 0.108505
|
normal
| 0
|
15.500709
| 23,218
| 98,339
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 132
| 18
| 0.055389
| 0.881768
|
normal
| 0
|
384.568561
| 19,021
| 49,876
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 129
| 18
| 0.009902
| 0.715012
|
normal
| 0
|
4.635302
| 13,578
| 91,588
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 254
| 71
| 0.030852
| 0.976177
|
normal
| 0
|
63.061659
| 32,812
| 3,297
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 115
| 99
| 0.051624
| 0.607633
|
normal
| 0
|
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