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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.143232
| 12,104
| 5,333
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 228
| 34
| 0.173772
| 0.092001
|
normal
| 0
|
143.566743
| 10,631
| 64,806
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 246
| 42
| 0.134057
| 0.37811
|
normal
| 0
|
3.092225
| 31,448
| 63,239
| 3
| 1
| 3
| 0
| 0
| 6
| 1
| 240
| 85
| 0.130969
| 0.818224
|
u2r
| 1
|
26.998538
| 47,112
| 27,215
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 113
| 81
| 0.140058
| 0.747698
|
normal
| 0
|
50.194951
| 11,651
| 53,997
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 469
| 95
| 0.183746
| 0.576664
|
normal
| 0
|
37.770462
| 35,128
| 44,228
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 165
| 55
| 0.074468
| 0.781255
|
normal
| 0
|
2.335699
| 4,005,189
| 4,904
| 4
| 2
| 3
| 1
| 1
| 0
| 0
| 28
| 94
| 0.863165
| 0.727455
|
dos
| 1
|
12.275723
| 31,892
| 4,898
| 3
| 2
| 8
| 0
| 0
| 0
| 0
| 17
| 80
| 0.016009
| 0.626009
|
probe
| 1
|
34.795741
| 7,488
| 51,647
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 227
| 36
| 0.055923
| 0.648894
|
normal
| 0
|
1.985847
| 39,802
| 91,316
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 274
| 37
| 0.062602
| 0.345107
|
normal
| 0
|
64.038576
| 40,324
| 96,309
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 410
| 62
| 0.198295
| 0.579155
|
normal
| 0
|
146.356839
| 47,059
| 85,521
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 381
| 8
| 0.082493
| 0.236981
|
normal
| 0
|
198.229573
| 25,644
| 12,052
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 296
| 24
| 0.037581
| 0.929128
|
normal
| 0
|
171.718215
| 43,087
| 64,809
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 350
| 89
| 0.187378
| 0.489654
|
normal
| 0
|
53.863837
| 41,238
| 75,584
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 126
| 9
| 0.088102
| 0.70377
|
normal
| 0
|
131.091413
| 22,798
| 34,768
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 67
| 22
| 0.053203
| 0.039785
|
normal
| 0
|
33.952397
| 38,985
| 4,572
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 446
| 39
| 0.174528
| 0.64196
|
normal
| 0
|
9.87081
| 2,151
| 31,443
| 2
| 2
| 2
| 13
| 0
| 0
| 0
| 352
| 32
| 0.1162
| 0.61555
|
r2l
| 1
|
18.887352
| 20,915
| 6,896
| 1
| 2
| 23
| 0
| 0
| 0
| 0
| 429
| 41
| 0.126961
| 0.332359
|
probe
| 1
|
104.63885
| 47,147
| 5,233
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 271
| 73
| 0.05696
| 0.901181
|
normal
| 0
|
161.761826
| 44,595
| 12,644
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 121
| 46
| 0.134682
| 0.890564
|
normal
| 0
|
95.738934
| 35,808
| 31,142
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 325
| 98
| 0.168459
| 0.234575
|
normal
| 0
|
17.065977
| 11,109
| 2,364
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 474
| 19
| 0.125995
| 0.746697
|
normal
| 0
|
5.633013
| 9,558,450
| 24,507
| 4
| 1
| 2
| 1
| 0
| 0
| 0
| 480
| 21
| 0.988691
| 0.170658
|
dos
| 1
|
98.68548
| 40,502
| 38,596
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 305
| 27
| 0.059689
| 0.758456
|
normal
| 0
|
12.526851
| 38,331
| 1,210
| 2
| 0
| 14
| 0
| 1
| 0
| 0
| 497
| 91
| 0.191425
| 0.438583
|
probe
| 1
|
2.45597
| 42,291
| 15,625
| 0
| 2
| 2
| 17
| 0
| 0
| 0
| 40
| 86
| 0.145833
| 0.978309
|
r2l
| 1
|
35.362886
| 36,566
| 72,382
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 58
| 5
| 0.044987
| 0.533672
|
normal
| 0
|
7.747839
| 34,827
| 43,973
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 174
| 11
| 0.049298
| 0.440584
|
normal
| 0
|
19.419708
| 34,394
| 83,718
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 216
| 41
| 0.187538
| 0.443832
|
normal
| 0
|
9.746106
| 43,237
| 98,850
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 301
| 35
| 0.089184
| 0.540453
|
normal
| 0
|
27.8937
| 24,323
| 13,146
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 249
| 84
| 0.066055
| 0.088784
|
normal
| 0
|
61.532035
| 27,748
| 73,769
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 469
| 4
| 0.093678
| 0.316334
|
normal
| 0
|
6.379833
| 30,804
| 1,748
| 2
| 0
| 7
| 1
| 1
| 0
| 0
| 171
| 23
| 0.077755
| 0.852945
|
probe
| 1
|
205.587156
| 7,029
| 78,935
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 73
| 81
| 0.142857
| 0.876569
|
normal
| 0
|
126.797748
| 3,619
| 44,186
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 26
| 4
| 0.073547
| 0.615358
|
normal
| 0
|
2.440782
| 18,179
| 55,589
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 343
| 48
| 0.011342
| 0.623366
|
normal
| 0
|
41.762251
| 22,380
| 72,449
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 410
| 28
| 0.003131
| 0.021262
|
normal
| 0
|
114.680018
| 24,474
| 99,864
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 93
| 10
| 0.19799
| 0.640027
|
normal
| 0
|
12.562565
| 46,939
| 3,777
| 4
| 1
| 27
| 0
| 0
| 0
| 0
| 300
| 11
| 0.138759
| 0.450589
|
probe
| 1
|
161.489201
| 45,179
| 62,757
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 123
| 71
| 0.047755
| 0.93617
|
normal
| 0
|
246.010103
| 476
| 88,122
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 460
| 1
| 0.133715
| 0.94834
|
normal
| 0
|
43.711747
| 878
| 30,161
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 341
| 34
| 0.177535
| 0.843841
|
normal
| 0
|
122.364185
| 38,143
| 24,169
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 191
| 97
| 0.145912
| 0.029668
|
normal
| 0
|
46.457626
| 5,550,226
| 12,483
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 260
| 34
| 0.602683
| 0.322526
|
dos
| 1
|
117.382016
| 14,528
| 39,787
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 357
| 56
| 0.133342
| 0.84341
|
normal
| 0
|
6.377813
| 4,006,956
| 83,687
| 4
| 1
| 1
| 2
| 1
| 0
| 0
| 134
| 62
| 0.581551
| 0.342279
|
dos
| 1
|
16.3427
| 3,695
| 99,624
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 19
| 81
| 0.097221
| 0.558908
|
normal
| 0
|
123.746563
| 14,161
| 29,106
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 176
| 36
| 0.034798
| 0.999284
|
normal
| 0
|
124.427487
| 14,556
| 42,715
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 229
| 21
| 0.053274
| 0.397502
|
normal
| 0
|
102.488621
| 18,983
| 80,733
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 5
| 28
| 0.132272
| 0.758574
|
normal
| 0
|
64.887009
| 47,805
| 44,823
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 311
| 16
| 0.035477
| 0.549108
|
normal
| 0
|
9.506614
| 8,862,204
| 54,563
| 4
| 1
| 4
| 1
| 1
| 0
| 0
| 29
| 80
| 0.945556
| 0.718206
|
dos
| 1
|
148.633924
| 17,070
| 45,536
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 147
| 59
| 0.158564
| 0.658249
|
normal
| 0
|
339.56625
| 7,589
| 65,417
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 116
| 28
| 0.104576
| 0.862816
|
normal
| 0
|
219.499635
| 32,277
| 56,303
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 456
| 44
| 0.009397
| 0.028144
|
normal
| 0
|
158.247569
| 31,526
| 22,292
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 135
| 29
| 0.111478
| 0.149646
|
normal
| 0
|
118.664879
| 6,844
| 32,566
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 13
| 2
| 0.05663
| 0.073383
|
normal
| 0
|
85.368113
| 8,901
| 55,514
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 348
| 16
| 0.062591
| 0.418699
|
normal
| 0
|
12.852546
| 10,792
| 55,156
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 442
| 49
| 0.033912
| 0.029075
|
normal
| 0
|
18.099065
| 18,967
| 69,346
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 478
| 83
| 0.036086
| 0.130824
|
normal
| 0
|
171.635275
| 46,786
| 22,485
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 256
| 55
| 0.103997
| 0.108309
|
normal
| 0
|
162.61412
| 31,326
| 826
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 298
| 91
| 0.096689
| 0.0951
|
normal
| 0
|
95.310754
| 40,352
| 85,923
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 354
| 2
| 0.098907
| 0.459482
|
normal
| 0
|
57.774945
| 15,923
| 30,537
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 403
| 82
| 0.046926
| 0.550949
|
normal
| 0
|
0.640536
| 26,027
| 8,481
| 0
| 2
| 3
| 11
| 1
| 0
| 0
| 374
| 87
| 0.119969
| 0.197282
|
r2l
| 1
|
39.62729
| 208
| 90,675
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 335
| 12
| 0.142202
| 0.128519
|
normal
| 0
|
54.583064
| 25,201
| 20,981
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 261
| 58
| 0.188273
| 0.07379
|
normal
| 0
|
66.517466
| 1,598
| 73,212
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 5
| 26
| 0.183118
| 0.778217
|
normal
| 0
|
264.96577
| 42,009
| 31,109
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 13
| 50
| 0.175462
| 0.402445
|
normal
| 0
|
0.458516
| 5,506,557
| 74,381
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 424
| 30
| 0.675949
| 0.128031
|
dos
| 1
|
73.161137
| 47,876
| 68,666
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 186
| 14
| 0.175624
| 0.987553
|
normal
| 0
|
30.548354
| 21,431
| 1,080
| 1
| 2
| 1
| 19
| 1
| 0
| 0
| 379
| 15
| 0.056943
| 0.101361
|
r2l
| 1
|
3.276105
| 43,454
| 91,767
| 4
| 2
| 17
| 1
| 1
| 0
| 0
| 52
| 65
| 0.058639
| 0.499602
|
probe
| 1
|
197.951669
| 37,785
| 35,876
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 422
| 17
| 0.078422
| 0.474662
|
normal
| 0
|
57.765272
| 48,873
| 52,921
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 191
| 72
| 0.000996
| 0.54405
|
normal
| 0
|
809.719866
| 7,528
| 41,426
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 422
| 95
| 0.136154
| 0.927104
|
normal
| 0
|
72.16768
| 23,345
| 21,279
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 445
| 90
| 0.099542
| 0.515756
|
normal
| 0
|
18.286306
| 29,681
| 63,613
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 12
| 51
| 0.116593
| 0.350041
|
normal
| 0
|
81.164853
| 33,925
| 14,036
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 381
| 82
| 0.149737
| 0.549275
|
normal
| 0
|
25.644929
| 22,796
| 48,464
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 298
| 14
| 0.171972
| 0.795876
|
normal
| 0
|
101.146123
| 17,852
| 24,252
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 306
| 76
| 0.006054
| 0.372405
|
normal
| 0
|
277.163198
| 24,586
| 2,027
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 1
| 53
| 0.175702
| 0.903881
|
normal
| 0
|
10.637706
| 31,989
| 60,600
| 0
| 1
| 9
| 0
| 1
| 0
| 0
| 225
| 49
| 0.147171
| 0.19063
|
probe
| 1
|
31.905399
| 14,967
| 85,612
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 320
| 49
| 0.146157
| 0.902497
|
normal
| 0
|
7.625137
| 5,365,586
| 97,331
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 469
| 52
| 0.904031
| 0.685487
|
dos
| 1
|
7.180561
| 15,705
| 44,375
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 4
| 46
| 0.009129
| 0.720802
|
normal
| 0
|
33.668723
| 32,184
| 96,669
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 129
| 70
| 0.024387
| 0.838374
|
normal
| 0
|
9.719924
| 25,603
| 88,209
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 227
| 55
| 0.187237
| 0.638896
|
normal
| 0
|
69.204523
| 3,725
| 79,835
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 42
| 51
| 0.106906
| 0.126382
|
normal
| 0
|
123.219081
| 47,893
| 18,636
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 24
| 21
| 0.028397
| 0.003213
|
normal
| 0
|
139.10302
| 21,684
| 61,897
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 277
| 86
| 0.000894
| 0.868864
|
normal
| 0
|
28.351444
| 8,533,095
| 60,078
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 165
| 82
| 0.837601
| 0.989628
|
dos
| 1
|
41.544863
| 12,121
| 50,406
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 18
| 13
| 0.184152
| 0.687153
|
normal
| 0
|
33.991864
| 20,167
| 59,130
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 172
| 39
| 0.154247
| 0.509935
|
normal
| 0
|
11.385242
| 8,320,661
| 89,445
| 1
| 1
| 4
| 2
| 0
| 0
| 0
| 3
| 2
| 0.580989
| 0.779183
|
dos
| 1
|
1.108247
| 2,274,289
| 77,863
| 4
| 0
| 3
| 2
| 1
| 0
| 0
| 157
| 88
| 0.880912
| 0.168837
|
dos
| 1
|
35.570414
| 23,945
| 58,091
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 386
| 97
| 0.135409
| 0.490174
|
normal
| 0
|
100.648689
| 43,149
| 63,762
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 433
| 85
| 0.076316
| 0.977786
|
normal
| 0
|
4.863619
| 8,461
| 26,198
| 1
| 0
| 12
| 1
| 1
| 0
| 0
| 344
| 27
| 0.06592
| 0.744974
|
probe
| 1
|
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