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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.258826
| 18,288
| 46,580
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 360
| 65
| 0.146858
| 0.907661
|
normal
| 0
|
6.031464
| 22,879
| 55,889
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 166
| 26
| 0.108271
| 0.29383
|
normal
| 0
|
122.116054
| 25,774
| 94,729
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 478
| 5
| 0.109822
| 0.244118
|
normal
| 0
|
69.956438
| 24,787
| 37,804
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 380
| 60
| 0.116275
| 0.95256
|
normal
| 0
|
1.033724
| 24,314
| 41,399
| 1
| 1
| 4
| 10
| 0
| 0
| 0
| 155
| 54
| 0.120099
| 0.366675
|
r2l
| 1
|
94.844182
| 1,069
| 83,966
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 338
| 66
| 0.010937
| 0.995826
|
normal
| 0
|
252.424253
| 18,117
| 58,229
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 40
| 64
| 0.143469
| 0.232589
|
normal
| 0
|
11.768723
| 41,419
| 24,873
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 260
| 18
| 0.027503
| 0.892114
|
normal
| 0
|
89.323662
| 21,346
| 81,501
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 16
| 33
| 0.028228
| 0.821013
|
normal
| 0
|
17.867982
| 4,941,011
| 6,513
| 2
| 2
| 4
| 0
| 0
| 0
| 0
| 253
| 10
| 0.948255
| 0.27008
|
dos
| 1
|
7.340294
| 16,651
| 27,432
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 119
| 6
| 0.124202
| 0.264369
|
normal
| 0
|
2.287511
| 19,805
| 99,197
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 320
| 39
| 0.023381
| 0.947388
|
normal
| 0
|
62.398661
| 28,579
| 72,936
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 40
| 39
| 0.180028
| 0.623847
|
normal
| 0
|
156.631467
| 26,936
| 32,891
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 288
| 77
| 0.160343
| 0.753593
|
normal
| 0
|
17.521019
| 15,902
| 49,399
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 86
| 41
| 0.107628
| 0.029566
|
normal
| 0
|
181.178223
| 11,131
| 26,061
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 31
| 43
| 0.102575
| 0.994575
|
normal
| 0
|
106.87931
| 21,621
| 34,173
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 492
| 76
| 0.134846
| 0.22274
|
normal
| 0
|
19.808702
| 2,621,472
| 83,049
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 335
| 63
| 0.949308
| 0.1811
|
dos
| 1
|
9.519395
| 25,433
| 43,889
| 0
| 1
| 3
| 18
| 1
| 0
| 0
| 171
| 89
| 0.138781
| 0.985616
|
r2l
| 1
|
4.380786
| 46,529
| 86,693
| 1
| 2
| 25
| 1
| 0
| 0
| 0
| 24
| 2
| 0.163778
| 0.051631
|
probe
| 1
|
0.312092
| 37,651
| 91,585
| 0
| 0
| 2
| 16
| 0
| 0
| 0
| 201
| 67
| 0.015715
| 0.696258
|
r2l
| 1
|
69.221841
| 37,361
| 31,856
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 259
| 49
| 0.023292
| 0.841598
|
normal
| 0
|
97.946101
| 44,877
| 55,865
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 67
| 5
| 0.087298
| 0.677653
|
normal
| 0
|
14.851695
| 2,073
| 35,295
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 482
| 43
| 0.134969
| 0.245079
|
normal
| 0
|
35.631496
| 11,000
| 81,873
| 2
| 2
| 20
| 2
| 0
| 0
| 0
| 66
| 83
| 0.066306
| 0.144109
|
probe
| 1
|
1.467048
| 49,349
| 39,277
| 0
| 1
| 4
| 17
| 1
| 0
| 0
| 360
| 2
| 0.082901
| 0.741666
|
r2l
| 1
|
8.400362
| 19,560
| 43,786
| 4
| 0
| 16
| 1
| 1
| 0
| 0
| 351
| 61
| 0.086955
| 0.380773
|
probe
| 1
|
7.682413
| 26,595
| 70,557
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 411
| 51
| 0.086482
| 0.905695
|
normal
| 0
|
7.455795
| 2,306
| 83,838
| 4
| 1
| 3
| 9
| 1
| 0
| 0
| 105
| 21
| 0.149362
| 0.18364
|
r2l
| 1
|
592.176207
| 186
| 41,298
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 81
| 13
| 0.071279
| 0.083685
|
normal
| 0
|
6.326341
| 10,058
| 31,919
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 74
| 22
| 0.179839
| 0.148152
|
normal
| 0
|
56.691333
| 11,483
| 23,847
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 384
| 81
| 0.046855
| 0.332763
|
normal
| 0
|
2.606899
| 39,183
| 69,233
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 102
| 26
| 0.186365
| 0.674502
|
normal
| 0
|
14.385985
| 3,777
| 36,601
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 345
| 58
| 0.024992
| 0.865874
|
normal
| 0
|
38.996963
| 25,357
| 4,450
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 139
| 36
| 0.105884
| 0.370328
|
normal
| 0
|
50.037742
| 14,670
| 87,107
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 379
| 68
| 0.043824
| 0.644462
|
normal
| 0
|
280.979968
| 7,745
| 16,629
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 165
| 96
| 0.16644
| 0.044532
|
normal
| 0
|
5.179103
| 45,276
| 54,947
| 4
| 0
| 15
| 0
| 0
| 0
| 0
| 349
| 35
| 0.178158
| 0.627837
|
probe
| 1
|
68.573007
| 12,884
| 80,633
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 139
| 35
| 0.088949
| 0.423653
|
normal
| 0
|
28.18105
| 27,145
| 58,330
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 163
| 13
| 0.073999
| 0.584617
|
normal
| 0
|
0.822377
| 6,322,628
| 90,758
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 178
| 52
| 0.708529
| 0.243481
|
dos
| 1
|
7.668727
| 29,086
| 72,572
| 2
| 1
| 29
| 1
| 1
| 0
| 0
| 415
| 88
| 0.09128
| 0.450889
|
probe
| 1
|
8.524721
| 39,080
| 54,455
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 348
| 81
| 0.000073
| 0.302149
|
normal
| 0
|
333.117259
| 10,537
| 8,478
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 333
| 13
| 0.109746
| 0.726296
|
normal
| 0
|
14.023277
| 39,828
| 28,883
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 289
| 67
| 0.171647
| 0.443899
|
normal
| 0
|
92.856192
| 28,782
| 11,800
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 14
| 37
| 0.175249
| 0.297163
|
normal
| 0
|
743.638488
| 13,256
| 62,459
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 479
| 76
| 0.07493
| 0.735459
|
normal
| 0
|
15.150671
| 27,877
| 6,839
| 4
| 2
| 11
| 2
| 1
| 0
| 0
| 219
| 17
| 0.114571
| 0.621253
|
probe
| 1
|
55.154881
| 25,410
| 41,808
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 223
| 81
| 0.065473
| 0.51515
|
normal
| 0
|
33.671098
| 6,972,467
| 63,469
| 3
| 2
| 1
| 1
| 1
| 0
| 0
| 292
| 8
| 0.589357
| 0.098586
|
dos
| 1
|
1.992363
| 5,539
| 91,620
| 1
| 1
| 26
| 0
| 1
| 0
| 0
| 204
| 78
| 0.129695
| 0.693345
|
probe
| 1
|
9.02764
| 36,133
| 334
| 4
| 2
| 23
| 0
| 0
| 0
| 0
| 493
| 41
| 0.096749
| 0.575664
|
probe
| 1
|
8.378749
| 2,068
| 82,806
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 351
| 57
| 0.024268
| 0.419171
|
normal
| 0
|
4.077094
| 40,381
| 28,617
| 0
| 1
| 19
| 0
| 1
| 0
| 0
| 384
| 63
| 0.028079
| 0.614628
|
probe
| 1
|
17.444406
| 39,959
| 30,369
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 194
| 14
| 0.171491
| 0.405265
|
normal
| 0
|
237.877989
| 14,039
| 17,258
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 131
| 18
| 0.02208
| 0.675464
|
normal
| 0
|
19.900807
| 34,092
| 35,334
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 171
| 96
| 0.026996
| 0.889713
|
normal
| 0
|
4.127428
| 40,680
| 11,878
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 95
| 86
| 0.053642
| 0.617615
|
normal
| 0
|
16.601082
| 7,244,633
| 99,634
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 56
| 79
| 0.917742
| 0.970748
|
dos
| 1
|
42.492461
| 49,258
| 61,926
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 412
| 16
| 0.164718
| 0.891038
|
normal
| 0
|
52.03815
| 34,976
| 67,309
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 418
| 29
| 0.001248
| 0.953763
|
normal
| 0
|
12.676888
| 15,811
| 90,011
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 160
| 3
| 0.169614
| 0.808441
|
normal
| 0
|
137.925715
| 21,504
| 3,753
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 60
| 46
| 0.085139
| 0.587759
|
normal
| 0
|
92.018242
| 27,208
| 37,274
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 400
| 52
| 0.143611
| 0.143079
|
normal
| 0
|
22.897363
| 6,518,880
| 1,444
| 2
| 2
| 4
| 2
| 1
| 0
| 0
| 238
| 20
| 0.557797
| 0.039797
|
dos
| 1
|
18.82289
| 23,682
| 14,646
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 191
| 38
| 0.183276
| 0.076952
|
normal
| 0
|
90.005263
| 25,235
| 6,630
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 104
| 12
| 0.05102
| 0.299126
|
normal
| 0
|
150.777197
| 45,246
| 57,125
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 465
| 35
| 0.044164
| 0.698692
|
normal
| 0
|
37.454406
| 38,505
| 66,103
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 241
| 18
| 0.157806
| 0.437586
|
normal
| 0
|
2.620064
| 25,121
| 63,579
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 339
| 91
| 0.001834
| 0.048621
|
normal
| 0
|
24.123622
| 1,408
| 91,809
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 488
| 20
| 0.011643
| 0.775572
|
normal
| 0
|
19.403988
| 34,284
| 37,532
| 1
| 1
| 4
| 19
| 1
| 0
| 0
| 101
| 6
| 0.052465
| 0.103888
|
r2l
| 1
|
451.86602
| 18,389
| 55,788
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 448
| 53
| 0.157104
| 0.102984
|
normal
| 0
|
1.346651
| 44,270
| 93,255
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 284
| 47
| 0.041196
| 0.281759
|
normal
| 0
|
36.550461
| 30,582
| 91,212
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 416
| 87
| 0.115068
| 0.093651
|
normal
| 0
|
5.253912
| 23,784
| 32,813
| 2
| 2
| 29
| 2
| 1
| 0
| 0
| 451
| 95
| 0.033223
| 0.551698
|
probe
| 1
|
38.030815
| 7,882
| 43,812
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 289
| 71
| 0.18658
| 0.293668
|
normal
| 0
|
52.073177
| 38,970
| 19,190
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 184
| 4
| 0.06098
| 0.958533
|
normal
| 0
|
1.290259
| 1,137,831
| 75,266
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 212
| 83
| 0.868353
| 0.397832
|
dos
| 1
|
8.399136
| 26,229
| 62,797
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 227
| 28
| 0.033695
| 0.164254
|
normal
| 0
|
150.118482
| 29,816
| 19,167
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 181
| 64
| 0.109202
| 0.012326
|
normal
| 0
|
50.341051
| 6,130
| 23,510
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 163
| 23
| 0.036663
| 0.577251
|
normal
| 0
|
166.739997
| 35,870
| 49,912
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 345
| 87
| 0.148498
| 0.545409
|
normal
| 0
|
72.031734
| 44,589
| 66,196
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 154
| 68
| 0.062506
| 0.393306
|
normal
| 0
|
4.00744
| 35,433
| 71,786
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 238
| 32
| 0.035571
| 0.236356
|
normal
| 0
|
292.25912
| 2,683
| 97,711
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 294
| 49
| 0.01893
| 0.656393
|
normal
| 0
|
8.635784
| 43,332
| 49,849
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 27
| 10
| 0.057228
| 0.418088
|
normal
| 0
|
91.051619
| 10,911
| 73,502
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 82
| 39
| 0.190062
| 0.176391
|
normal
| 0
|
12.683172
| 46,975
| 14,833
| 1
| 0
| 0
| 4
| 0
| 0
| 0
| 446
| 92
| 0.010189
| 0.434578
|
r2l
| 1
|
7.921089
| 313,836
| 74,758
| 3
| 0
| 4
| 2
| 0
| 0
| 0
| 26
| 33
| 0.66421
| 0.525008
|
dos
| 1
|
5.920016
| 6,884,084
| 17,208
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 318
| 72
| 0.892019
| 0.945913
|
dos
| 1
|
173.891966
| 4,018
| 66,514
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 462
| 17
| 0.116961
| 0.478933
|
normal
| 0
|
429.216463
| 13,969
| 58,647
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 135
| 99
| 0.097558
| 0.493556
|
normal
| 0
|
128.854135
| 6,611
| 11,988
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 435
| 22
| 0.028448
| 0.540405
|
normal
| 0
|
32.619337
| 14,216
| 67,260
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 17
| 35
| 0.007456
| 0.684953
|
normal
| 0
|
9.394951
| 36,081
| 59,882
| 2
| 2
| 4
| 12
| 0
| 0
| 0
| 10
| 44
| 0.124738
| 0.186243
|
r2l
| 1
|
122.338252
| 3,987
| 71,756
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 266
| 58
| 0.04771
| 0.490324
|
normal
| 0
|
120.385952
| 1,322
| 78,789
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 459
| 18
| 0.106041
| 0.881517
|
normal
| 0
|
192.593407
| 46,178
| 67,867
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 464
| 88
| 0.088192
| 0.903361
|
normal
| 0
|
9.143576
| 5,846
| 16,031
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 497
| 49
| 0.15202
| 0.850225
|
normal
| 0
|
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