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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
115.686028
| 9,659
| 48,078
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 107
| 64
| 0.173186
| 0.667493
|
normal
| 0
|
0.937376
| 7,362,146
| 61,662
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 125
| 46
| 0.615272
| 0.751232
|
dos
| 1
|
10.554773
| 6,380,602
| 85,006
| 2
| 1
| 4
| 0
| 0
| 0
| 0
| 434
| 70
| 0.544546
| 0.118142
|
dos
| 1
|
250.727681
| 45,474
| 44,211
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 363
| 28
| 0.134073
| 0.468974
|
normal
| 0
|
392.861656
| 34,465
| 13,313
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 81
| 18
| 0.135337
| 0.630514
|
normal
| 0
|
56.395115
| 32,321
| 38,819
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 19
| 22
| 0.019875
| 0.111767
|
normal
| 0
|
95.103956
| 32,256
| 96,159
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 105
| 70
| 0.170688
| 0.599231
|
normal
| 0
|
59.838011
| 25,261
| 55,085
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 448
| 76
| 0.192604
| 0.46836
|
normal
| 0
|
38.84305
| 39,256
| 32,140
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 105
| 51
| 0.177423
| 0.338399
|
normal
| 0
|
8.047149
| 8,835
| 55,913
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 225
| 4
| 0.192414
| 0.852756
|
normal
| 0
|
60.893054
| 5,676
| 78,590
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 342
| 79
| 0.1435
| 0.377127
|
normal
| 0
|
170.586377
| 8,306
| 32,781
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 410
| 24
| 0.002602
| 0.840759
|
normal
| 0
|
1.717816
| 26,142
| 32,016
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 271
| 16
| 0.012009
| 0.096532
|
normal
| 0
|
87.253149
| 24,437
| 75,129
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 61
| 42
| 0.181314
| 0.409598
|
normal
| 0
|
212.671856
| 34,346
| 97,183
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 33
| 67
| 0.076432
| 0.682094
|
normal
| 0
|
24.532453
| 9,674
| 51,406
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 63
| 24
| 0.089883
| 0.091167
|
normal
| 0
|
28.871678
| 43,118
| 60,010
| 1
| 2
| 11
| 1
| 0
| 0
| 0
| 394
| 60
| 0.1708
| 0.158346
|
probe
| 1
|
0.194932
| 35,142
| 81,142
| 1
| 2
| 14
| 0
| 1
| 0
| 0
| 197
| 51
| 0.143897
| 0.371275
|
probe
| 1
|
29.448708
| 35,029
| 10,974
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 208
| 56
| 0.131285
| 0.024982
|
normal
| 0
|
21.317375
| 20,092
| 13,067
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 297
| 80
| 0.075665
| 0.096409
|
normal
| 0
|
47.47979
| 49,855
| 32,480
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 247
| 82
| 0.191137
| 0.599515
|
normal
| 0
|
49.840642
| 4,143
| 71,042
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 127
| 30
| 0.172989
| 0.088671
|
normal
| 0
|
207.227578
| 40,122
| 1,098
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 113
| 1
| 0.098603
| 0.036468
|
normal
| 0
|
2.443132
| 9,834,868
| 8,116
| 1
| 0
| 4
| 1
| 1
| 0
| 0
| 393
| 76
| 0.758015
| 0.634846
|
dos
| 1
|
52.081107
| 46,429
| 13,354
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 286
| 3
| 0.112526
| 0.485599
|
normal
| 0
|
4.278573
| 810,787
| 19,588
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 463
| 6
| 0.798664
| 0.220394
|
dos
| 1
|
307.835837
| 31,029
| 8,622
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 294
| 60
| 0.022832
| 0.658168
|
normal
| 0
|
12.015235
| 27,674
| 66,330
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 342
| 29
| 0.194939
| 0.640664
|
normal
| 0
|
0.665404
| 3,707,229
| 85,886
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 67
| 50
| 0.581964
| 0.59765
|
dos
| 1
|
328.418015
| 9,296
| 44,467
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 82
| 60
| 0.153358
| 0.033479
|
normal
| 0
|
315.413846
| 6,854
| 30,775
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 214
| 3
| 0.031805
| 0.446795
|
normal
| 0
|
19.50001
| 46,727
| 41,167
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 441
| 93
| 0.006911
| 0.2488
|
normal
| 0
|
15.678109
| 27,804
| 15,074
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 111
| 1
| 0.14302
| 0.249646
|
normal
| 0
|
2.807869
| 47,541
| 89,935
| 4
| 0
| 4
| 2
| 1
| 4
| 0
| 416
| 75
| 0.199716
| 0.51051
|
u2r
| 1
|
5.09968
| 29,496
| 61,909
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 228
| 77
| 0.143298
| 0.429355
|
normal
| 0
|
14.625924
| 17,298
| 579
| 0
| 1
| 2
| 2
| 1
| 6
| 1
| 248
| 35
| 0.12228
| 0.818284
|
u2r
| 1
|
3.40843
| 8,823
| 61,689
| 2
| 0
| 4
| 13
| 1
| 0
| 0
| 69
| 63
| 0.015836
| 0.930138
|
r2l
| 1
|
5.259524
| 8,892,237
| 72,671
| 4
| 0
| 2
| 2
| 1
| 0
| 0
| 48
| 41
| 0.912694
| 0.084184
|
dos
| 1
|
66.395143
| 49,257
| 29,274
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 65
| 64
| 0.003572
| 0.726894
|
normal
| 0
|
316.501843
| 41,644
| 68,366
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 56
| 85
| 0.080477
| 0.628712
|
normal
| 0
|
0.263258
| 36,544
| 29,074
| 4
| 0
| 29
| 1
| 0
| 0
| 0
| 176
| 30
| 0.071066
| 0.511813
|
probe
| 1
|
44.080397
| 18,018
| 71,705
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 284
| 85
| 0.069227
| 0.592383
|
normal
| 0
|
619.319672
| 45,952
| 92,878
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 117
| 43
| 0.010737
| 0.787661
|
normal
| 0
|
75.922066
| 29,127
| 24,315
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 134
| 11
| 0.131655
| 0.134335
|
normal
| 0
|
47.038995
| 2,366
| 12,297
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 471
| 60
| 0.183444
| 0.32666
|
normal
| 0
|
48.753369
| 2,514
| 75,361
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 471
| 65
| 0.057592
| 0.115248
|
normal
| 0
|
21.686269
| 46,044
| 64,101
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 431
| 74
| 0.018285
| 0.602573
|
normal
| 0
|
71.789706
| 49,812
| 86,014
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 449
| 2
| 0.175222
| 0.365276
|
normal
| 0
|
24.221548
| 20,943
| 42,480
| 0
| 2
| 28
| 2
| 1
| 0
| 0
| 438
| 32
| 0.17943
| 0.851572
|
probe
| 1
|
31.580079
| 34,186
| 52,633
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 399
| 58
| 0.121847
| 0.180701
|
normal
| 0
|
10.59676
| 2,652
| 15,183
| 1
| 1
| 0
| 15
| 1
| 0
| 0
| 49
| 82
| 0.072062
| 0.948672
|
r2l
| 1
|
37.286076
| 22,804
| 14,879
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 61
| 81
| 0.104864
| 0.896789
|
normal
| 0
|
11.167215
| 2,212,726
| 98,399
| 4
| 2
| 3
| 1
| 1
| 0
| 0
| 9
| 40
| 0.964115
| 0.865842
|
dos
| 1
|
6.010386
| 46,463
| 12,076
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 462
| 51
| 0.051186
| 0.112041
|
normal
| 0
|
2.52957
| 6,002,311
| 3,510
| 2
| 0
| 0
| 0
| 0
| 0
| 0
| 60
| 99
| 0.929651
| 0.712598
|
dos
| 1
|
294.994217
| 39,588
| 58,875
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 368
| 96
| 0.060307
| 0.319363
|
normal
| 0
|
6.771565
| 3,405,431
| 54,027
| 3
| 2
| 1
| 2
| 1
| 0
| 0
| 237
| 71
| 0.957124
| 0.279445
|
dos
| 1
|
6.555162
| 33,945
| 71,343
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 474
| 57
| 0.052743
| 0.85645
|
normal
| 0
|
5.208971
| 21,923
| 33,382
| 3
| 2
| 26
| 1
| 1
| 0
| 0
| 81
| 36
| 0.046325
| 0.901027
|
probe
| 1
|
41.789587
| 2,626
| 31,930
| 3
| 1
| 4
| 1
| 1
| 1
| 0
| 468
| 7
| 0.176812
| 0.437364
|
u2r
| 1
|
134.27531
| 48,769
| 78,665
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 166
| 48
| 0.074087
| 0.189931
|
normal
| 0
|
138.614526
| 32,601
| 72,740
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 37
| 96
| 0.046682
| 0.293318
|
normal
| 0
|
7.222186
| 1,741,687
| 7,377
| 2
| 1
| 3
| 2
| 1
| 0
| 0
| 490
| 57
| 0.904327
| 0.530289
|
dos
| 1
|
131.753182
| 42,304
| 7,023
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 71
| 5
| 0.178807
| 0.961225
|
normal
| 0
|
14.083511
| 5,901
| 44,446
| 3
| 0
| 6
| 1
| 0
| 0
| 0
| 28
| 84
| 0.170401
| 0.841695
|
probe
| 1
|
129.747997
| 22,537
| 14,306
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 223
| 19
| 0.1575
| 0.729122
|
normal
| 0
|
14.697949
| 32,057
| 7,934
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 356
| 90
| 0.042838
| 0.161866
|
normal
| 0
|
3.92379
| 1,445
| 73,540
| 2
| 2
| 2
| 13
| 1
| 0
| 0
| 387
| 93
| 0.138261
| 0.731452
|
r2l
| 1
|
286.024473
| 845
| 43,105
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 290
| 88
| 0.091377
| 0.747569
|
normal
| 0
|
2.365399
| 1,869,224
| 21,946
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 325
| 51
| 0.664468
| 0.343748
|
dos
| 1
|
342.425412
| 8,224
| 74,787
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 478
| 42
| 0.178258
| 0.683357
|
normal
| 0
|
9.312727
| 5,699
| 43,977
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 72
| 6
| 0.156505
| 0.44328
|
normal
| 0
|
64.923863
| 33,745
| 42,732
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 181
| 49
| 0.144719
| 0.703792
|
normal
| 0
|
6.443433
| 24,809
| 5,634
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 455
| 30
| 0.009307
| 0.488423
|
normal
| 0
|
99.482071
| 37,681
| 75,722
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 462
| 64
| 0.08925
| 0.892506
|
normal
| 0
|
8.197716
| 10,716
| 26,242
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 337
| 57
| 0.012275
| 0.830435
|
normal
| 0
|
19.281781
| 7,864
| 87,259
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 271
| 28
| 0.157132
| 0.624959
|
normal
| 0
|
29.952568
| 40,177
| 48,489
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 327
| 50
| 0.023291
| 0.757358
|
normal
| 0
|
3.944941
| 5,309,502
| 61,467
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 457
| 11
| 0.778388
| 0.779748
|
dos
| 1
|
17.908135
| 9,754
| 7,048
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 197
| 19
| 0.149796
| 0.590328
|
normal
| 0
|
187.491536
| 29,917
| 92,828
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 482
| 7
| 0.178223
| 0.608697
|
normal
| 0
|
14.14529
| 34,232
| 66,458
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 351
| 17
| 0.004814
| 0.593499
|
normal
| 0
|
3.588052
| 49,216
| 28,606
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 112
| 12
| 0.084141
| 0.055768
|
normal
| 0
|
2.417651
| 2,752,201
| 54,077
| 3
| 2
| 2
| 2
| 1
| 0
| 0
| 37
| 20
| 0.8924
| 0.803683
|
dos
| 1
|
388.44877
| 25,907
| 59,999
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 215
| 71
| 0.089002
| 0.94326
|
normal
| 0
|
11.691842
| 14,389
| 29,329
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 164
| 61
| 0.152053
| 0.605636
|
normal
| 0
|
10.727172
| 4,361
| 39,253
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 190
| 57
| 0.001123
| 0.854049
|
normal
| 0
|
139.097132
| 23,692
| 76,848
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 351
| 36
| 0.126216
| 0.0083
|
normal
| 0
|
0.200802
| 1,468,286
| 75,224
| 1
| 2
| 3
| 1
| 1
| 0
| 0
| 276
| 7
| 0.640872
| 0.532806
|
dos
| 1
|
126.330399
| 4,182
| 86,681
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 148
| 84
| 0.173311
| 0.321978
|
normal
| 0
|
31.373089
| 3,197,017
| 94,980
| 4
| 0
| 1
| 0
| 1
| 0
| 0
| 110
| 28
| 0.984524
| 0.020534
|
dos
| 1
|
61.631947
| 29,870
| 90,440
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 391
| 50
| 0.032169
| 0.529617
|
normal
| 0
|
30.827925
| 22,083
| 72,235
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 30
| 55
| 0.023239
| 0.344214
|
normal
| 0
|
34.706027
| 3,519
| 38,123
| 4
| 0
| 29
| 0
| 1
| 0
| 0
| 267
| 68
| 0.059658
| 0.770109
|
probe
| 1
|
146.575797
| 31,091
| 12,183
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 290
| 38
| 0.132555
| 0.967766
|
normal
| 0
|
143.552637
| 18,501
| 1,464
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 357
| 98
| 0.028661
| 0.456503
|
normal
| 0
|
72.52
| 20,501
| 14,583
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 112
| 9
| 0.071245
| 0.925497
|
normal
| 0
|
263.626704
| 3,137
| 69,126
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 449
| 36
| 0.110689
| 0.068186
|
normal
| 0
|
30.623186
| 14,601
| 64,531
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 102
| 96
| 0.036164
| 0.86255
|
normal
| 0
|
27.48466
| 17,245
| 88,759
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 235
| 63
| 0.170598
| 0.168128
|
normal
| 0
|
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