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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
153.007304
| 28,560
| 15,861
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 327
| 74
| 0.011047
| 0.981242
|
normal
| 0
|
723.144587
| 43,536
| 21,725
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 136
| 30
| 0.038392
| 0.203919
|
normal
| 0
|
190.40939
| 41,461
| 33,223
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 292
| 4
| 0.188476
| 0.934354
|
normal
| 0
|
139.356906
| 47,717
| 81,621
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 417
| 46
| 0.113019
| 0.785942
|
normal
| 0
|
108.519872
| 19,731
| 31,444
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 321
| 51
| 0.162084
| 0.637689
|
normal
| 0
|
54.780343
| 11,363
| 78,233
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 31
| 17
| 0.184115
| 0.413247
|
normal
| 0
|
7.846079
| 1,646,908
| 22,108
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 460
| 14
| 0.788518
| 0.552772
|
dos
| 1
|
128.799968
| 44,761
| 26,564
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 181
| 22
| 0.089503
| 0.896503
|
normal
| 0
|
3.132109
| 3,767,309
| 557
| 2
| 0
| 2
| 2
| 0
| 0
| 0
| 344
| 11
| 0.966833
| 0.542981
|
dos
| 1
|
159.100082
| 42,449
| 12,749
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 208
| 70
| 0.089357
| 0.456196
|
normal
| 0
|
59.559205
| 38,160
| 65,278
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 209
| 35
| 0.02395
| 0.349944
|
normal
| 0
|
12.925792
| 18,882
| 45,246
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 494
| 89
| 0.196659
| 0.415525
|
normal
| 0
|
81.886399
| 29,476
| 22,498
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 179
| 91
| 0.119903
| 0.19137
|
normal
| 0
|
3.671491
| 107,042
| 69,526
| 3
| 1
| 1
| 1
| 0
| 0
| 0
| 139
| 69
| 0.538021
| 0.105289
|
dos
| 1
|
48.521164
| 44,292
| 83,088
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 419
| 37
| 0.095613
| 0.369424
|
normal
| 0
|
1.756833
| 30,925
| 1,367
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 153
| 57
| 0.059597
| 0.518493
|
normal
| 0
|
48.254691
| 15,176
| 77,415
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 356
| 86
| 0.141337
| 0.315592
|
normal
| 0
|
22.492457
| 38,090
| 9,791
| 4
| 0
| 0
| 2
| 0
| 6
| 0
| 180
| 48
| 0.041769
| 0.124172
|
u2r
| 1
|
78.246456
| 18,663
| 8,348
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 452
| 25
| 0.164389
| 0.863006
|
normal
| 0
|
4.207477
| 27,492
| 93,491
| 4
| 1
| 5
| 0
| 1
| 0
| 0
| 77
| 16
| 0.191959
| 0.795738
|
probe
| 1
|
63.458364
| 1,412
| 70,525
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 357
| 66
| 0.075781
| 0.379253
|
normal
| 0
|
34.453698
| 29,229
| 54,109
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 423
| 66
| 0.088766
| 0.121146
|
normal
| 0
|
64.922725
| 28,705
| 23,679
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 324
| 91
| 0.027222
| 0.022029
|
normal
| 0
|
51.867757
| 19,656
| 91,159
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 439
| 74
| 0.16882
| 0.586485
|
normal
| 0
|
268.794203
| 38,800
| 33,698
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 191
| 50
| 0.082241
| 0.428
|
normal
| 0
|
4.20491
| 19,576
| 64,636
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 493
| 49
| 0.077998
| 0.54951
|
normal
| 0
|
8.671024
| 41,308
| 7,342
| 3
| 1
| 9
| 0
| 0
| 0
| 0
| 117
| 23
| 0.044626
| 0.281523
|
probe
| 1
|
7.34691
| 2,252,422
| 91,236
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 4
| 15
| 0.841322
| 0.963516
|
dos
| 1
|
26.696827
| 4,570,408
| 30,770
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 8
| 45
| 0.83391
| 0.755371
|
dos
| 1
|
19.557244
| 36,252
| 99,585
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 175
| 44
| 0.165261
| 0.906338
|
normal
| 0
|
75.780262
| 20,747
| 62,100
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 60
| 38
| 0.082421
| 0.574082
|
normal
| 0
|
4.456815
| 13,985
| 28,228
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 440
| 77
| 0.109755
| 0.732213
|
normal
| 0
|
1.750177
| 7,634,767
| 14,763
| 3
| 2
| 3
| 1
| 1
| 0
| 0
| 393
| 69
| 0.792143
| 0.824569
|
dos
| 1
|
11.292881
| 46,395
| 16,034
| 2
| 2
| 5
| 0
| 1
| 0
| 0
| 112
| 2
| 0.097665
| 0.087313
|
probe
| 1
|
181.952134
| 5,728
| 65,527
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 364
| 36
| 0.065156
| 0.324344
|
normal
| 0
|
12.089162
| 17,681
| 61,778
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 78
| 91
| 0.072594
| 0.021354
|
normal
| 0
|
72.008345
| 43,051
| 50,328
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 196
| 27
| 0.026758
| 0.423149
|
normal
| 0
|
73.625526
| 47,739
| 82,425
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 164
| 69
| 0.131695
| 0.879869
|
normal
| 0
|
356.314581
| 20,987
| 38,991
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 215
| 5
| 0.022788
| 0.358864
|
normal
| 0
|
106.41549
| 8,792
| 15,390
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 166
| 7
| 0.189432
| 0.892404
|
normal
| 0
|
22.168719
| 4,126,585
| 73,952
| 1
| 0
| 0
| 2
| 1
| 0
| 0
| 276
| 77
| 0.679984
| 0.959375
|
dos
| 1
|
27.548912
| 15,271
| 95,440
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 350
| 17
| 0.119735
| 0.079982
|
normal
| 0
|
13.725054
| 19,612
| 36,820
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 95
| 41
| 0.110348
| 0.117052
|
normal
| 0
|
5.576222
| 2,394
| 57,523
| 1
| 2
| 4
| 2
| 0
| 7
| 1
| 178
| 34
| 0.1817
| 0.885684
|
u2r
| 1
|
117.362679
| 15,119
| 29,090
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 130
| 33
| 0.011954
| 0.032698
|
normal
| 0
|
94.129353
| 4,014
| 81,392
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 80
| 39
| 0.094828
| 0.708119
|
normal
| 0
|
4.169784
| 29,843
| 49,046
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 267
| 72
| 0.099324
| 0.473797
|
normal
| 0
|
143.897332
| 23,472
| 58,672
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 468
| 50
| 0.17303
| 0.677921
|
normal
| 0
|
102.690831
| 16,382
| 45,711
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 365
| 59
| 0.143597
| 0.192789
|
normal
| 0
|
47.562097
| 5,951,748
| 33,509
| 4
| 0
| 2
| 1
| 0
| 0
| 0
| 390
| 68
| 0.954318
| 0.748284
|
dos
| 1
|
88.479722
| 24,721
| 4,409
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 230
| 44
| 0.178239
| 0.518411
|
normal
| 0
|
36.233652
| 16,458
| 28,465
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 90
| 68
| 0.013825
| 0.047838
|
normal
| 0
|
48.049132
| 43,503
| 87,373
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 342
| 63
| 0.180223
| 0.39961
|
normal
| 0
|
19.339145
| 31,963
| 15,423
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 122
| 65
| 0.051751
| 0.585203
|
normal
| 0
|
5.794984
| 35,999
| 57,651
| 2
| 2
| 20
| 0
| 1
| 0
| 0
| 241
| 67
| 0.08457
| 0.736337
|
probe
| 1
|
14.779367
| 13,991
| 9,458
| 3
| 1
| 7
| 0
| 1
| 0
| 0
| 399
| 26
| 0.173846
| 0.587357
|
probe
| 1
|
22.39564
| 25,625
| 80,232
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 133
| 85
| 0.011365
| 0.853407
|
normal
| 0
|
9.40828
| 735,785
| 83,188
| 1
| 0
| 3
| 0
| 0
| 0
| 0
| 46
| 3
| 0.926723
| 0.582472
|
dos
| 1
|
8.013139
| 27,397
| 73,525
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 325
| 51
| 0.060759
| 0.065489
|
normal
| 0
|
0.253436
| 36,666
| 57,201
| 2
| 1
| 2
| 2
| 0
| 1
| 0
| 378
| 27
| 0.160369
| 0.013838
|
u2r
| 1
|
26.535953
| 21,721
| 11,220
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 494
| 91
| 0.084375
| 0.717969
|
normal
| 0
|
21.55843
| 14,672
| 7,312
| 0
| 2
| 4
| 0
| 0
| 9
| 0
| 39
| 3
| 0.062485
| 0.170065
|
u2r
| 1
|
0.175417
| 4,792,241
| 31,619
| 3
| 0
| 1
| 2
| 1
| 0
| 0
| 56
| 78
| 0.921982
| 0.012168
|
dos
| 1
|
53.379508
| 31,967
| 20,431
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 264
| 30
| 0.162094
| 0.993876
|
normal
| 0
|
125.193411
| 28,010
| 81,463
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 9
| 72
| 0.094364
| 0.339122
|
normal
| 0
|
4.356477
| 49,077
| 42,013
| 1
| 0
| 3
| 1
| 0
| 8
| 1
| 443
| 58
| 0.007399
| 0.110591
|
u2r
| 1
|
6.138349
| 30,989
| 18,027
| 1
| 2
| 13
| 2
| 0
| 0
| 0
| 156
| 73
| 0.162488
| 0.76346
|
probe
| 1
|
115.967635
| 46,887
| 75,756
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 496
| 90
| 0.12902
| 0.269915
|
normal
| 0
|
2.222987
| 5,825,099
| 13,217
| 4
| 1
| 2
| 1
| 0
| 0
| 0
| 384
| 81
| 0.606567
| 0.370758
|
dos
| 1
|
393.873503
| 19,801
| 60,117
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 439
| 81
| 0.100083
| 0.419328
|
normal
| 0
|
35.513208
| 45,656
| 73,131
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 216
| 5
| 0.051988
| 0.97985
|
normal
| 0
|
0.721895
| 42,877
| 96,988
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 464
| 85
| 0.104082
| 0.424734
|
normal
| 0
|
72.492679
| 20,528
| 54,653
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 445
| 99
| 0.144227
| 0.988903
|
normal
| 0
|
7.21973
| 9,347,158
| 42,990
| 1
| 0
| 3
| 2
| 1
| 0
| 0
| 40
| 57
| 0.840491
| 0.05278
|
dos
| 1
|
4.551468
| 16,344
| 60,352
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 319
| 88
| 0.031864
| 0.209043
|
normal
| 0
|
13.415485
| 4,433,406
| 79,028
| 4
| 1
| 4
| 1
| 0
| 0
| 0
| 404
| 82
| 0.995691
| 0.329796
|
dos
| 1
|
131.773624
| 37,135
| 12,785
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 332
| 16
| 0.02329
| 0.089882
|
normal
| 0
|
61.748145
| 42,017
| 91,774
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 52
| 20
| 0.139842
| 0.692124
|
normal
| 0
|
112.974858
| 23,303
| 85,334
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 311
| 79
| 0.129972
| 0.058638
|
normal
| 0
|
77.270881
| 21,202
| 32
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 251
| 32
| 0.080265
| 0.220429
|
normal
| 0
|
99.371487
| 21,298
| 39,245
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 332
| 95
| 0.156016
| 0.875096
|
normal
| 0
|
90.808443
| 27,061
| 48,675
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 411
| 56
| 0.060796
| 0.307833
|
normal
| 0
|
109.608378
| 26,110
| 70,518
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 290
| 91
| 0.190926
| 0.488465
|
normal
| 0
|
22.268197
| 7,337
| 80,824
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 410
| 7
| 0.003511
| 0.2589
|
normal
| 0
|
31.294056
| 3,084
| 56,039
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 55
| 9
| 0.021608
| 0.03895
|
normal
| 0
|
57.975269
| 19,740
| 94,635
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 361
| 98
| 0.11787
| 0.151904
|
normal
| 0
|
13.463879
| 26,112
| 66,825
| 2
| 0
| 5
| 1
| 1
| 0
| 0
| 230
| 49
| 0.131696
| 0.269475
|
probe
| 1
|
7.725009
| 37,341
| 87,020
| 3
| 1
| 16
| 1
| 1
| 0
| 0
| 287
| 84
| 0.198511
| 0.582117
|
probe
| 1
|
45.790694
| 24,648
| 83,238
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 477
| 80
| 0.048168
| 0.648707
|
normal
| 0
|
17.734017
| 7,279
| 83,383
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 448
| 68
| 0.155361
| 0.400734
|
normal
| 0
|
28.963861
| 42,834
| 83,504
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 401
| 48
| 0.045504
| 0.927681
|
normal
| 0
|
4.515098
| 33,285
| 82,489
| 4
| 1
| 4
| 18
| 1
| 0
| 0
| 47
| 26
| 0.190716
| 0.186402
|
r2l
| 1
|
131.550052
| 22,958
| 90,262
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 128
| 65
| 0.087566
| 0.801629
|
normal
| 0
|
63.551926
| 1,082
| 22,150
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 461
| 52
| 0.010326
| 0.862024
|
normal
| 0
|
123.316374
| 22,907
| 73,004
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 192
| 50
| 0.045328
| 0.809767
|
normal
| 0
|
53.823053
| 17,622
| 54,125
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 375
| 30
| 0.076066
| 0.403007
|
normal
| 0
|
220.487418
| 42,293
| 16,728
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 29
| 23
| 0.066361
| 0.133037
|
normal
| 0
|
2.066355
| 6,768,691
| 89,398
| 4
| 1
| 2
| 1
| 1
| 0
| 0
| 402
| 2
| 0.635874
| 0.136087
|
dos
| 1
|
110.818549
| 17,314
| 67,195
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 487
| 31
| 0.125153
| 0.062508
|
normal
| 0
|
199.372309
| 30,189
| 31,926
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 393
| 61
| 0.060507
| 0.061417
|
normal
| 0
|
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