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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64.053094
| 22,442
| 86,539
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 170
| 23
| 0.062669
| 0.894677
|
normal
| 0
|
15.883014
| 6,947
| 93,538
| 3
| 0
| 11
| 2
| 0
| 0
| 0
| 269
| 2
| 0.082589
| 0.203094
|
probe
| 1
|
68.968219
| 9,080
| 57,745
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 444
| 97
| 0.128689
| 0.008768
|
normal
| 0
|
6.048394
| 16,774
| 67,030
| 1
| 0
| 5
| 0
| 1
| 0
| 0
| 364
| 77
| 0.08827
| 0.303928
|
probe
| 1
|
77.942445
| 33,297
| 68,235
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 21
| 14
| 0.079705
| 0.282132
|
normal
| 0
|
22.627347
| 697
| 3,850
| 4
| 0
| 18
| 1
| 0
| 0
| 0
| 358
| 87
| 0.035655
| 0.501943
|
probe
| 1
|
100.192845
| 40,918
| 36,705
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 335
| 24
| 0.189311
| 0.427383
|
normal
| 0
|
128.237003
| 37,395
| 37,396
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 129
| 8
| 0.130868
| 0.040172
|
normal
| 0
|
91.001828
| 34,425
| 80,767
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 58
| 53
| 0.187091
| 0.690233
|
normal
| 0
|
23.053592
| 23,273
| 30,988
| 2
| 1
| 1
| 5
| 0
| 0
| 0
| 144
| 59
| 0.085767
| 0.458971
|
r2l
| 1
|
86.357929
| 24,539
| 6,905
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 377
| 1
| 0.187453
| 0.816841
|
normal
| 0
|
2.723402
| 33,540
| 32,300
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 413
| 68
| 0.097101
| 0.959876
|
normal
| 0
|
12.315211
| 35,722
| 93,870
| 3
| 2
| 26
| 1
| 1
| 0
| 0
| 87
| 23
| 0.15159
| 0.030833
|
probe
| 1
|
3.418701
| 18,062
| 68,684
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 241
| 78
| 0.074817
| 0.89302
|
normal
| 0
|
50.277149
| 17,916
| 96,063
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 467
| 90
| 0.179516
| 0.346702
|
normal
| 0
|
11.106082
| 38,389
| 8,901
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 419
| 20
| 0.106181
| 0.275879
|
normal
| 0
|
10.195349
| 8,332
| 46,334
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 113
| 17
| 0.039328
| 0.854229
|
normal
| 0
|
9.450266
| 4,579
| 87,707
| 1
| 1
| 18
| 2
| 1
| 0
| 0
| 123
| 94
| 0.08748
| 0.441491
|
probe
| 1
|
13.040334
| 1,938,947
| 34,707
| 1
| 0
| 4
| 0
| 1
| 0
| 0
| 185
| 39
| 0.51194
| 0.735774
|
dos
| 1
|
161.514772
| 17,798
| 57,768
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 368
| 79
| 0.147046
| 0.826797
|
normal
| 0
|
11.085086
| 37,146
| 5,123
| 4
| 0
| 2
| 0
| 1
| 7
| 1
| 27
| 29
| 0.010443
| 0.467809
|
u2r
| 1
|
29.633647
| 23,391
| 86,099
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 60
| 51
| 0.04239
| 0.092113
|
normal
| 0
|
28.932526
| 34,763
| 80,085
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 354
| 70
| 0.055627
| 0.100965
|
normal
| 0
|
95.749203
| 46,778
| 66,327
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 107
| 59
| 0.185496
| 0.960074
|
normal
| 0
|
168.739616
| 11,588
| 47,083
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 368
| 18
| 0.057664
| 0.968359
|
normal
| 0
|
60.19564
| 5,504
| 20,536
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 58
| 63
| 0.081617
| 0.230902
|
normal
| 0
|
3.139418
| 41,394
| 62,617
| 1
| 0
| 0
| 18
| 1
| 0
| 0
| 263
| 60
| 0.198695
| 0.118042
|
r2l
| 1
|
9.131042
| 462,101
| 83,555
| 4
| 0
| 3
| 0
| 0
| 0
| 0
| 76
| 47
| 0.725032
| 0.974837
|
dos
| 1
|
12.415156
| 5,693
| 93,895
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 432
| 96
| 0.166759
| 0.720937
|
normal
| 0
|
66.676367
| 45,643
| 74,696
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 296
| 84
| 0.029618
| 0.76757
|
normal
| 0
|
3.437301
| 6,636,401
| 33,719
| 4
| 2
| 0
| 0
| 0
| 0
| 0
| 240
| 1
| 0.994086
| 0.312283
|
dos
| 1
|
12.568497
| 24,576
| 48,647
| 1
| 0
| 4
| 14
| 1
| 0
| 0
| 266
| 93
| 0.015273
| 0.007458
|
r2l
| 1
|
16.395331
| 5,365
| 71,615
| 3
| 0
| 21
| 2
| 0
| 0
| 0
| 406
| 69
| 0.127585
| 0.342087
|
probe
| 1
|
2.88535
| 29,669
| 55,217
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 417
| 4
| 0.133247
| 0.17869
|
normal
| 0
|
3.575619
| 2,064,044
| 46,715
| 2
| 2
| 1
| 1
| 1
| 0
| 0
| 76
| 46
| 0.755582
| 0.823618
|
dos
| 1
|
93.610966
| 42,593
| 18,358
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 319
| 37
| 0.102127
| 0.37059
|
normal
| 0
|
168.749945
| 17,592
| 71,949
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 348
| 95
| 0.033595
| 0.871316
|
normal
| 0
|
73.721287
| 36,729
| 1,882
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 277
| 86
| 0.015466
| 0.817118
|
normal
| 0
|
91.506606
| 21,612
| 45,572
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 360
| 63
| 0.02923
| 0.686512
|
normal
| 0
|
120.682513
| 5,054
| 63,899
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 294
| 2
| 0.084254
| 0.579312
|
normal
| 0
|
238.60931
| 1,212
| 32,388
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 49
| 35
| 0.131406
| 0.834293
|
normal
| 0
|
9.623769
| 1,212
| 21,845
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 79
| 19
| 0.077975
| 0.898499
|
normal
| 0
|
1.705911
| 9,510,634
| 55,435
| 2
| 2
| 1
| 0
| 1
| 0
| 0
| 288
| 75
| 0.921359
| 0.924888
|
dos
| 1
|
123.452202
| 16,833
| 71,943
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 70
| 25
| 0.053334
| 0.725256
|
normal
| 0
|
317.846743
| 36,830
| 40,162
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 289
| 42
| 0.022608
| 0.650614
|
normal
| 0
|
395.323198
| 18,407
| 3,131
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 83
| 42
| 0.051075
| 0.347786
|
normal
| 0
|
17.526521
| 45,560
| 76,879
| 2
| 0
| 3
| 9
| 0
| 0
| 0
| 498
| 65
| 0.048678
| 0.604925
|
r2l
| 1
|
21.517349
| 24,543
| 21,558
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 226
| 96
| 0.02826
| 0.833903
|
normal
| 0
|
12.693481
| 23,812
| 36,863
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 158
| 7
| 0.066509
| 0.534252
|
normal
| 0
|
291.957979
| 142
| 43,434
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 27
| 76
| 0.142489
| 0.542192
|
normal
| 0
|
18.753632
| 1,885,038
| 44,584
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 282
| 35
| 0.96533
| 0.761838
|
dos
| 1
|
1.720481
| 5,977
| 20,705
| 0
| 0
| 1
| 2
| 1
| 9
| 0
| 312
| 66
| 0.161891
| 0.601191
|
u2r
| 1
|
271.647331
| 26,981
| 71,795
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 87
| 98
| 0.160305
| 0.390589
|
normal
| 0
|
11.040016
| 6,074
| 70,995
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 447
| 82
| 0.155595
| 0.424736
|
normal
| 0
|
0.777417
| 15,618
| 37,994
| 4
| 2
| 28
| 0
| 1
| 0
| 0
| 187
| 40
| 0.130998
| 0.332831
|
probe
| 1
|
98.153091
| 15,591
| 87,558
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 156
| 9
| 0.123555
| 0.243873
|
normal
| 0
|
9.182439
| 48,786
| 55,828
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 4
| 3
| 0.028511
| 0.267067
|
normal
| 0
|
41.362147
| 32,444
| 40,699
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 203
| 51
| 0.048619
| 0.273062
|
normal
| 0
|
16.243739
| 13,456
| 55,626
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 405
| 91
| 0.087233
| 0.661942
|
normal
| 0
|
92.760093
| 44,452
| 12,388
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 329
| 29
| 0.08625
| 0.948236
|
normal
| 0
|
64.838996
| 46,169
| 46,294
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 367
| 14
| 0.121717
| 0.840574
|
normal
| 0
|
0.428429
| 46,373
| 21,035
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 12
| 72
| 0.046874
| 0.718725
|
normal
| 0
|
1.858768
| 30,313
| 90,334
| 1
| 2
| 3
| 19
| 1
| 0
| 0
| 230
| 41
| 0.051634
| 0.561797
|
r2l
| 1
|
43.014412
| 12,917
| 87,249
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 257
| 96
| 0.025861
| 0.731346
|
normal
| 0
|
2.542222
| 8,163,346
| 15,703
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 437
| 56
| 0.899091
| 0.097511
|
dos
| 1
|
25.159827
| 15,960
| 91,861
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 184
| 64
| 0.150585
| 0.335372
|
normal
| 0
|
17.294473
| 16,996
| 73,508
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 396
| 24
| 0.189315
| 0.484851
|
normal
| 0
|
705.518419
| 22,597
| 85,056
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 215
| 26
| 0.013112
| 0.300593
|
normal
| 0
|
13.072761
| 16,666
| 11,517
| 3
| 1
| 2
| 13
| 0
| 0
| 0
| 489
| 11
| 0.069036
| 0.65387
|
r2l
| 1
|
2.712391
| 8,161,121
| 90,993
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 326
| 5
| 0.870683
| 0.17848
|
dos
| 1
|
205.070573
| 34,969
| 88,581
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 96
| 34
| 0.18326
| 0.390408
|
normal
| 0
|
8.380325
| 4,271,208
| 65,756
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 115
| 56
| 0.884977
| 0.950377
|
dos
| 1
|
45.996524
| 16,643
| 55,722
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 499
| 39
| 0.169859
| 0.562198
|
normal
| 0
|
4.747961
| 30,779
| 51,512
| 1
| 0
| 0
| 18
| 1
| 0
| 0
| 231
| 8
| 0.18348
| 0.712567
|
r2l
| 1
|
16.90766
| 1,290,927
| 38,602
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 182
| 45
| 0.771161
| 0.355508
|
dos
| 1
|
1.974878
| 5,668
| 38,351
| 4
| 2
| 16
| 1
| 0
| 0
| 0
| 28
| 15
| 0.019685
| 0.815354
|
probe
| 1
|
103.209166
| 41,797
| 78,405
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 202
| 79
| 0.172962
| 0.340389
|
normal
| 0
|
255.61685
| 43,371
| 36,416
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 208
| 36
| 0.167593
| 0.19572
|
normal
| 0
|
68.609387
| 19,152
| 251
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 117
| 25
| 0.054522
| 0.416376
|
normal
| 0
|
132.28029
| 44,113
| 70,767
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 125
| 64
| 0.109537
| 0.226617
|
normal
| 0
|
354.404324
| 36,248
| 279
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 340
| 41
| 0.171825
| 0.67864
|
normal
| 0
|
117.251981
| 19,599
| 38,402
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 312
| 37
| 0.026031
| 0.096987
|
normal
| 0
|
10.807385
| 24,876
| 59,580
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 86
| 42
| 0.12926
| 0.713859
|
normal
| 0
|
28.045432
| 1,407
| 71,847
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 42
| 58
| 0.104791
| 0.904052
|
normal
| 0
|
90.410636
| 10,486
| 3,649
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 317
| 85
| 0.092852
| 0.883013
|
normal
| 0
|
32.235056
| 22,043
| 58,994
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 280
| 70
| 0.013011
| 0.73876
|
normal
| 0
|
33.89553
| 11,767
| 63,758
| 1
| 1
| 1
| 15
| 1
| 0
| 0
| 94
| 97
| 0.12685
| 0.344131
|
r2l
| 1
|
51.97857
| 21,290
| 39,637
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 462
| 18
| 0.06034
| 0.977415
|
normal
| 0
|
61.107037
| 10,061
| 27,907
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 346
| 54
| 0.158774
| 0.78626
|
normal
| 0
|
3.598935
| 6,690,069
| 98,327
| 3
| 1
| 2
| 2
| 1
| 0
| 0
| 72
| 71
| 0.937134
| 0.946045
|
dos
| 1
|
74.286221
| 35,462
| 62,290
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 282
| 91
| 0.16252
| 0.573667
|
normal
| 0
|
48.150304
| 17,716
| 23,645
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 175
| 88
| 0.038527
| 0.827238
|
normal
| 0
|
7.973379
| 5,067
| 99,367
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 406
| 40
| 0.063996
| 0.237445
|
normal
| 0
|
90.744395
| 41,634
| 58,138
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 176
| 18
| 0.173476
| 0.368
|
normal
| 0
|
1.020927
| 16,565
| 18,867
| 1
| 2
| 0
| 16
| 1
| 0
| 0
| 424
| 87
| 0.012328
| 0.656288
|
r2l
| 1
|
115.760602
| 48,266
| 24,100
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 396
| 2
| 0.02951
| 0.053022
|
normal
| 0
|
48.045002
| 41,345
| 87,029
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 64
| 7
| 0.164356
| 0.137578
|
normal
| 0
|
13.665176
| 12,282
| 65,280
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 393
| 37
| 0.000569
| 0.966641
|
normal
| 0
|
169.465918
| 20,029
| 14,027
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 222
| 84
| 0.066876
| 0.368315
|
normal
| 0
|
21.753892
| 2,908,876
| 95,112
| 2
| 2
| 1
| 2
| 0
| 0
| 0
| 421
| 38
| 0.542492
| 0.281705
|
dos
| 1
|
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