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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.93892
| 38,649
| 64,713
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 287
| 31
| 0.137916
| 0.136133
|
normal
| 0
|
42.382529
| 29,271
| 18,504
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 3
| 55
| 0.178652
| 0.22802
|
normal
| 0
|
188.252188
| 36,074
| 51,887
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 266
| 65
| 0.012906
| 0.975132
|
normal
| 0
|
1.126432
| 49,125
| 59,610
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 246
| 27
| 0.103713
| 0.212068
|
normal
| 0
|
102.474429
| 37,465
| 91,871
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 92
| 15
| 0.133944
| 0.150533
|
normal
| 0
|
14.077175
| 42,033
| 26,032
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 64
| 65
| 0.141078
| 0.562518
|
normal
| 0
|
173.282465
| 28,092
| 49,558
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 481
| 14
| 0.009774
| 0.997527
|
normal
| 0
|
1.557063
| 3,634,233
| 92,952
| 4
| 0
| 4
| 1
| 1
| 0
| 0
| 126
| 64
| 0.906476
| 0.208822
|
dos
| 1
|
69.298925
| 759
| 33,884
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 22
| 97
| 0.064724
| 0.482358
|
normal
| 0
|
23.912968
| 7,905
| 71,319
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 145
| 46
| 0.059026
| 0.631359
|
normal
| 0
|
100.647639
| 860
| 55,503
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 169
| 2
| 0.013142
| 0.123533
|
normal
| 0
|
14.094162
| 30,873
| 18,963
| 4
| 2
| 10
| 1
| 1
| 0
| 0
| 308
| 36
| 0.117858
| 0.547883
|
probe
| 1
|
15.592175
| 4,464,123
| 18,514
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 132
| 41
| 0.575288
| 0.113091
|
dos
| 1
|
98.534584
| 33,826
| 15,433
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 377
| 20
| 0.189609
| 0.441352
|
normal
| 0
|
473.62413
| 28,167
| 10,683
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 52
| 19
| 0.022857
| 0.986199
|
normal
| 0
|
221.696569
| 42,818
| 59,521
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 146
| 48
| 0.052886
| 0.270913
|
normal
| 0
|
3.049273
| 38,708
| 54,018
| 0
| 0
| 2
| 0
| 0
| 6
| 1
| 214
| 11
| 0.051396
| 0.734634
|
u2r
| 1
|
77.33529
| 4,508
| 85,862
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 307
| 62
| 0.188682
| 0.575745
|
normal
| 0
|
642.834603
| 1,955
| 20,663
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 133
| 62
| 0.03033
| 0.468157
|
normal
| 0
|
79.274024
| 27,885
| 14,913
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 183
| 65
| 0.197671
| 0.908381
|
normal
| 0
|
54.49281
| 16,838
| 2,712
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 464
| 15
| 0.181458
| 0.661587
|
normal
| 0
|
26.329268
| 5,721
| 49,516
| 3
| 2
| 3
| 8
| 0
| 0
| 0
| 76
| 2
| 0.170861
| 0.194668
|
r2l
| 1
|
26.681373
| 35,140
| 48,142
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 298
| 66
| 0.118979
| 0.648842
|
normal
| 0
|
10.261539
| 47,510
| 12,497
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 34
| 70
| 0.196324
| 0.322728
|
normal
| 0
|
100.536797
| 37,758
| 45,190
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 41
| 59
| 0.058183
| 0.217469
|
normal
| 0
|
21.146266
| 7,315,756
| 97,754
| 2
| 0
| 0
| 1
| 0
| 0
| 0
| 325
| 32
| 0.94256
| 0.647331
|
dos
| 1
|
1.679125
| 5,002,421
| 78,417
| 1
| 1
| 3
| 2
| 1
| 0
| 0
| 259
| 9
| 0.935851
| 0.656764
|
dos
| 1
|
55.091418
| 20,364
| 70,135
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 288
| 18
| 0.135805
| 0.956437
|
normal
| 0
|
79.305165
| 39,385
| 12,764
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 300
| 69
| 0.167133
| 0.868704
|
normal
| 0
|
4.590773
| 8,495
| 5,416
| 2
| 0
| 21
| 0
| 0
| 0
| 0
| 188
| 86
| 0.149137
| 0.156534
|
probe
| 1
|
24.972077
| 708
| 46,461
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 65
| 8
| 0.133842
| 0.562218
|
normal
| 0
|
47.121457
| 27,356
| 78,267
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 130
| 47
| 0.161128
| 0.193878
|
normal
| 0
|
14.184024
| 8,176
| 92,843
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 45
| 78
| 0.197336
| 0.399678
|
normal
| 0
|
0.258794
| 34,008
| 64,800
| 3
| 0
| 3
| 2
| 0
| 8
| 0
| 227
| 59
| 0.122288
| 0.187306
|
u2r
| 1
|
130.07524
| 12,453
| 1,985
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 8
| 67
| 0.103931
| 0.480855
|
normal
| 0
|
0.319032
| 8,370,232
| 31,953
| 4
| 1
| 4
| 1
| 1
| 0
| 0
| 58
| 25
| 0.612071
| 0.316469
|
dos
| 1
|
28.213915
| 4,974
| 61,334
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 51
| 49
| 0.079178
| 0.718869
|
normal
| 0
|
96.992431
| 5,096
| 78,213
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 440
| 89
| 0.1105
| 0.18976
|
normal
| 0
|
77.469943
| 21,407
| 14,250
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 323
| 47
| 0.009447
| 0.708218
|
normal
| 0
|
18.775918
| 46,565
| 60,824
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 472
| 5
| 0.193243
| 0.502968
|
normal
| 0
|
52.034058
| 8,273
| 30,674
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 101
| 29
| 0.016839
| 0.037932
|
normal
| 0
|
57.127844
| 39,103
| 68,103
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 408
| 23
| 0.19951
| 0.636466
|
normal
| 0
|
405.230593
| 5,296
| 4,340
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 151
| 97
| 0.049224
| 0.445459
|
normal
| 0
|
1.532758
| 8,017
| 8,153
| 0
| 1
| 17
| 0
| 1
| 0
| 0
| 278
| 13
| 0.144537
| 0.43012
|
probe
| 1
|
3.002833
| 48,479
| 64,604
| 2
| 0
| 0
| 5
| 0
| 0
| 0
| 322
| 75
| 0.096504
| 0.42263
|
r2l
| 1
|
219.621831
| 838
| 62,394
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 13
| 48
| 0.011051
| 0.05951
|
normal
| 0
|
132.985507
| 14,283
| 53,531
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 265
| 81
| 0.044026
| 0.191408
|
normal
| 0
|
233.719574
| 23,971
| 12,084
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 407
| 33
| 0.192629
| 0.824282
|
normal
| 0
|
5.609757
| 10,992
| 18,295
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 281
| 45
| 0.104493
| 0.858111
|
normal
| 0
|
14.783617
| 4,463,750
| 82,630
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 470
| 91
| 0.71608
| 0.666621
|
dos
| 1
|
137.396403
| 757
| 34,358
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 361
| 69
| 0.180778
| 0.203629
|
normal
| 0
|
87.537865
| 23,796
| 95,139
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 175
| 98
| 0.004178
| 0.685562
|
normal
| 0
|
4.074646
| 4,313,100
| 31,933
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 59
| 5
| 0.954383
| 0.365175
|
dos
| 1
|
41.626131
| 9,401
| 29,326
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 98
| 61
| 0.084225
| 0.688357
|
normal
| 0
|
38.239485
| 22,672
| 97,888
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 212
| 80
| 0.021607
| 0.778188
|
normal
| 0
|
30.29269
| 30,435
| 34,384
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 180
| 7
| 0.091065
| 0.675273
|
normal
| 0
|
42.02776
| 24,521
| 28,442
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 297
| 49
| 0.188987
| 0.491466
|
normal
| 0
|
72.330394
| 2,264
| 81,104
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 401
| 1
| 0.094579
| 0.853765
|
normal
| 0
|
7.716944
| 2,194,737
| 45,170
| 3
| 1
| 0
| 0
| 1
| 0
| 0
| 424
| 26
| 0.840033
| 0.38433
|
dos
| 1
|
0.613906
| 1,545,163
| 78,787
| 3
| 0
| 0
| 2
| 1
| 0
| 0
| 28
| 14
| 0.559594
| 0.362835
|
dos
| 1
|
180.332431
| 39,670
| 33,520
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 41
| 41
| 0.092173
| 0.21035
|
normal
| 0
|
15.670564
| 4,731
| 92,043
| 0
| 0
| 2
| 12
| 1
| 0
| 0
| 79
| 40
| 0.059616
| 0.802133
|
r2l
| 1
|
53.811196
| 36,097
| 39,702
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 334
| 69
| 0.100983
| 0.363989
|
normal
| 0
|
3.083017
| 9,049,015
| 73,521
| 4
| 1
| 1
| 1
| 1
| 0
| 0
| 73
| 47
| 0.803759
| 0.020605
|
dos
| 1
|
5.935028
| 38,097
| 90,442
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 6
| 37
| 0.052407
| 0.742911
|
normal
| 0
|
4.486155
| 31,832
| 56,523
| 2
| 1
| 27
| 0
| 0
| 0
| 0
| 406
| 21
| 0.198518
| 0.897451
|
probe
| 1
|
7.871794
| 28,051
| 57,175
| 3
| 0
| 22
| 0
| 1
| 0
| 0
| 1
| 34
| 0.073673
| 0.813563
|
probe
| 1
|
135.145058
| 23,109
| 90,778
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 486
| 97
| 0.142433
| 0.252652
|
normal
| 0
|
4.799328
| 44,698
| 85,306
| 2
| 2
| 1
| 11
| 0
| 0
| 0
| 224
| 56
| 0.184608
| 0.950448
|
r2l
| 1
|
12.689665
| 6,987,631
| 40,224
| 1
| 0
| 3
| 2
| 0
| 0
| 0
| 256
| 87
| 0.556888
| 0.947818
|
dos
| 1
|
21.530977
| 7,455,692
| 21,061
| 2
| 1
| 2
| 0
| 0
| 0
| 0
| 345
| 6
| 0.924601
| 0.612001
|
dos
| 1
|
169.613126
| 33,789
| 8,882
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 27
| 90
| 0.07944
| 0.947753
|
normal
| 0
|
27.12307
| 3,117,454
| 80,352
| 1
| 0
| 1
| 0
| 0
| 0
| 0
| 399
| 33
| 0.574712
| 0.736037
|
dos
| 1
|
7.164468
| 29,583
| 18,087
| 1
| 1
| 23
| 0
| 1
| 0
| 0
| 97
| 13
| 0.127763
| 0.765334
|
probe
| 1
|
90.515153
| 28,215
| 52,229
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 44
| 43
| 0.090528
| 0.640381
|
normal
| 0
|
19.353382
| 22,254
| 6,787
| 0
| 1
| 3
| 6
| 1
| 0
| 0
| 114
| 87
| 0.087125
| 0.779127
|
r2l
| 1
|
72.892446
| 40,717
| 45,337
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 415
| 99
| 0.11811
| 0.093606
|
normal
| 0
|
275.37063
| 20,513
| 2,337
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 325
| 34
| 0.051987
| 0.168795
|
normal
| 0
|
154.294737
| 35,846
| 46,772
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 188
| 21
| 0.165489
| 0.661201
|
normal
| 0
|
158.897038
| 9,379
| 54,830
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 247
| 59
| 0.0634
| 0.022204
|
normal
| 0
|
57.263009
| 27,842
| 19,335
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 242
| 68
| 0.117656
| 0.94962
|
normal
| 0
|
48.864388
| 38,645
| 43,339
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 108
| 86
| 0.008393
| 0.673503
|
normal
| 0
|
22.295779
| 23,025
| 73,351
| 3
| 2
| 0
| 8
| 0
| 0
| 0
| 225
| 56
| 0.075487
| 0.821383
|
r2l
| 1
|
332.26062
| 23,515
| 25,832
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 44
| 84
| 0.136971
| 0.814664
|
normal
| 0
|
320.38299
| 2,196
| 54,985
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 425
| 82
| 0.020565
| 0.757016
|
normal
| 0
|
137.463355
| 5,672
| 73,759
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 463
| 53
| 0.154435
| 0.201488
|
normal
| 0
|
35.133558
| 18,676
| 16,148
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 440
| 7
| 0.049803
| 0.322062
|
normal
| 0
|
3.852151
| 12,785
| 90,303
| 2
| 2
| 4
| 12
| 0
| 0
| 0
| 191
| 82
| 0.180069
| 0.556508
|
r2l
| 1
|
447.504078
| 29,542
| 4,502
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 413
| 95
| 0.078343
| 0.247593
|
normal
| 0
|
7.592481
| 3,045,383
| 89,944
| 4
| 2
| 1
| 0
| 0
| 0
| 0
| 356
| 68
| 0.785337
| 0.38394
|
dos
| 1
|
185.511017
| 30,524
| 87,622
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 270
| 73
| 0.119513
| 0.818112
|
normal
| 0
|
43.921529
| 38,290
| 81,193
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 212
| 55
| 0.083651
| 0.787578
|
normal
| 0
|
54.278031
| 25,103
| 34,850
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 221
| 53
| 0.085258
| 0.666772
|
normal
| 0
|
178.365827
| 19,572
| 3,969
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 263
| 96
| 0.006947
| 0.068622
|
normal
| 0
|
9.497355
| 4,276
| 38,107
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 259
| 71
| 0.139368
| 0.66203
|
normal
| 0
|
43.721847
| 10,523
| 81,606
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 330
| 63
| 0.16738
| 0.138395
|
normal
| 0
|
303.706017
| 39,478
| 22,121
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 181
| 82
| 0.042626
| 0.045865
|
normal
| 0
|
12.62969
| 753,261
| 84,299
| 4
| 2
| 0
| 0
| 0
| 0
| 0
| 471
| 32
| 0.509809
| 0.821938
|
dos
| 1
|
140.624879
| 22,717
| 56,315
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 228
| 78
| 0.149312
| 0.122985
|
normal
| 0
|
141.677543
| 20,147
| 46,131
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 409
| 26
| 0.176297
| 0.148545
|
normal
| 0
|
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