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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
75.748035
| 36,498
| 12,232
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 186
| 69
| 0.129322
| 0.419776
|
normal
| 0
|
131.152622
| 23,387
| 98,189
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 173
| 32
| 0.069268
| 0.669771
|
normal
| 0
|
9.907376
| 27,981
| 43,963
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 489
| 11
| 0.085374
| 0.717386
|
normal
| 0
|
5.467834
| 4,783,880
| 18,406
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 306
| 80
| 0.67514
| 0.544459
|
dos
| 1
|
34.42898
| 13,641
| 73,937
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 493
| 26
| 0.154785
| 0.948326
|
normal
| 0
|
359.792285
| 6,021
| 89,211
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 99
| 59
| 0.12206
| 0.936463
|
normal
| 0
|
2.130406
| 1,651,872
| 46,104
| 4
| 1
| 0
| 0
| 0
| 0
| 0
| 34
| 96
| 0.94679
| 0.726529
|
dos
| 1
|
8.70138
| 4,700,313
| 9,379
| 1
| 0
| 2
| 1
| 1
| 0
| 0
| 468
| 95
| 0.975899
| 0.83445
|
dos
| 1
|
271.428412
| 33,184
| 24,414
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 194
| 80
| 0.043386
| 0.833179
|
normal
| 0
|
5.085637
| 22,728
| 3,053
| 4
| 1
| 23
| 1
| 1
| 0
| 0
| 154
| 32
| 0.049414
| 0.782173
|
probe
| 1
|
231.142302
| 14,683
| 91,388
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 129
| 28
| 0.153847
| 0.797187
|
normal
| 0
|
39.339559
| 3,651
| 45,530
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 261
| 3
| 0.014055
| 0.333104
|
normal
| 0
|
131.974556
| 38,966
| 21,238
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 416
| 84
| 0.196422
| 0.411758
|
normal
| 0
|
133.338664
| 35,785
| 19,338
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 130
| 66
| 0.139988
| 0.443913
|
normal
| 0
|
1.852032
| 7,892
| 64,009
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 154
| 16
| 0.030016
| 0.566656
|
normal
| 0
|
3.643925
| 28,992
| 8,455
| 2
| 1
| 3
| 15
| 1
| 0
| 0
| 266
| 9
| 0.190971
| 0.80511
|
r2l
| 1
|
1.962397
| 26,038
| 42,088
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 429
| 49
| 0.189067
| 0.698733
|
normal
| 0
|
584.029578
| 41,207
| 85,211
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 80
| 31
| 0.003645
| 0.120362
|
normal
| 0
|
13.033281
| 15,448
| 57,750
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 347
| 68
| 0.068632
| 0.179667
|
normal
| 0
|
7.555494
| 47,078
| 92,805
| 0
| 2
| 0
| 4
| 0
| 0
| 0
| 333
| 21
| 0.018921
| 0.107026
|
r2l
| 1
|
156.330002
| 23,947
| 25,805
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 187
| 71
| 0.027977
| 0.125939
|
normal
| 0
|
22.47243
| 42,792
| 46,295
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 344
| 75
| 0.150411
| 0.957451
|
normal
| 0
|
66.369065
| 7,674
| 51,263
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 186
| 91
| 0.042398
| 0.049587
|
normal
| 0
|
93.503726
| 35,496
| 56,109
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 61
| 43
| 0.050616
| 0.508589
|
normal
| 0
|
17.79776
| 21,057
| 86,053
| 0
| 1
| 1
| 1
| 1
| 6
| 1
| 469
| 66
| 0.013846
| 0.01837
|
u2r
| 1
|
4.542022
| 14,211
| 70,391
| 4
| 2
| 0
| 4
| 1
| 0
| 0
| 261
| 38
| 0.112537
| 0.40144
|
r2l
| 1
|
35.572747
| 31,867
| 21,144
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 122
| 61
| 0.086368
| 0.644439
|
normal
| 0
|
11.199738
| 24,532
| 47,077
| 2
| 0
| 1
| 6
| 1
| 0
| 0
| 334
| 95
| 0.168115
| 0.811851
|
r2l
| 1
|
81.709888
| 12,310
| 30,037
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 210
| 73
| 0.185775
| 0.655311
|
normal
| 0
|
6.449152
| 48,086
| 21,249
| 1
| 2
| 5
| 2
| 1
| 0
| 0
| 435
| 86
| 0.026604
| 0.89013
|
probe
| 1
|
252.930936
| 1,309
| 73,239
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 171
| 85
| 0.157356
| 0.254564
|
normal
| 0
|
212.078616
| 16,653
| 31,076
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 103
| 29
| 0.006285
| 0.498182
|
normal
| 0
|
66.03909
| 42,627
| 70,210
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 221
| 39
| 0.149645
| 0.44427
|
normal
| 0
|
44.513741
| 31,257
| 52,984
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 380
| 8
| 0.057712
| 0.347355
|
normal
| 0
|
39.381026
| 31,836
| 37,098
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 425
| 60
| 0.147565
| 0.042866
|
normal
| 0
|
31.13788
| 20,880
| 51,293
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 375
| 98
| 0.171389
| 0.181316
|
normal
| 0
|
78.646463
| 15,123
| 68,444
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 466
| 56
| 0.153476
| 0.179595
|
normal
| 0
|
26.653283
| 8,580,400
| 60,230
| 4
| 1
| 3
| 2
| 0
| 0
| 0
| 448
| 66
| 0.880303
| 0.283537
|
dos
| 1
|
37.216082
| 1,977
| 6,332
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 201
| 88
| 0.060481
| 0.45669
|
normal
| 0
|
21.08372
| 20,536
| 94,856
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 271
| 90
| 0.073828
| 0.265685
|
normal
| 0
|
3.513403
| 35,903
| 46,764
| 1
| 2
| 1
| 14
| 1
| 0
| 0
| 297
| 98
| 0.055312
| 0.556412
|
r2l
| 1
|
7.153297
| 3,348
| 65,501
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 449
| 52
| 0.090656
| 0.285174
|
normal
| 0
|
120.824527
| 10,483
| 20,495
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 336
| 39
| 0.107951
| 0.607074
|
normal
| 0
|
73.055473
| 8,814
| 50,550
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 291
| 57
| 0.026931
| 0.237852
|
normal
| 0
|
6.620615
| 36,420
| 24,939
| 4
| 0
| 17
| 1
| 0
| 0
| 0
| 271
| 45
| 0.003693
| 0.668427
|
probe
| 1
|
35.73114
| 32,335
| 58,087
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 82
| 40
| 0.07976
| 0.799325
|
normal
| 0
|
235.044678
| 22,089
| 22,701
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 36
| 3
| 0.178741
| 0.499368
|
normal
| 0
|
5.354942
| 9,202,912
| 84,153
| 4
| 0
| 1
| 0
| 1
| 0
| 0
| 422
| 18
| 0.944932
| 0.721529
|
dos
| 1
|
0.17863
| 16,319
| 66,005
| 2
| 0
| 2
| 15
| 1
| 0
| 0
| 276
| 36
| 0.182173
| 0.718171
|
r2l
| 1
|
47.273568
| 32,768
| 71,035
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 332
| 69
| 0.116882
| 0.465711
|
normal
| 0
|
212.547305
| 2,632
| 57,181
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 490
| 98
| 0.144747
| 0.38365
|
normal
| 0
|
130.475662
| 36,376
| 60,191
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 419
| 22
| 0.13019
| 0.288848
|
normal
| 0
|
0.25288
| 49,446
| 29,206
| 1
| 0
| 15
| 2
| 1
| 0
| 0
| 331
| 66
| 0.095955
| 0.255431
|
probe
| 1
|
178.10349
| 16,949
| 23,056
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 149
| 55
| 0.046921
| 0.149313
|
normal
| 0
|
114.626013
| 35,893
| 43,129
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 382
| 46
| 0.018269
| 0.218515
|
normal
| 0
|
1.061315
| 48,387
| 4,323
| 1
| 1
| 1
| 15
| 1
| 0
| 0
| 400
| 7
| 0.15244
| 0.74679
|
r2l
| 1
|
14.352711
| 2,637
| 66,524
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 259
| 94
| 0.173007
| 0.080693
|
normal
| 0
|
100.958011
| 32,967
| 50,583
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 482
| 46
| 0.059023
| 0.687045
|
normal
| 0
|
108.64876
| 8,407
| 95,406
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 280
| 21
| 0.151843
| 0.272239
|
normal
| 0
|
137.2989
| 29,151
| 79,754
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 16
| 40
| 0.172197
| 0.849415
|
normal
| 0
|
127.384249
| 27,547
| 12,302
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 229
| 92
| 0.188444
| 0.734282
|
normal
| 0
|
107.739876
| 10,402
| 78,426
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 164
| 34
| 0.033696
| 0.199106
|
normal
| 0
|
145.345563
| 6,375
| 45,107
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 193
| 56
| 0.057593
| 0.734602
|
normal
| 0
|
85.586779
| 42,331
| 73,019
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 252
| 57
| 0.084745
| 0.553167
|
normal
| 0
|
11.14999
| 14,830
| 19,604
| 1
| 1
| 0
| 0
| 1
| 7
| 1
| 88
| 69
| 0.021968
| 0.694106
|
u2r
| 1
|
243.470735
| 19,174
| 59,799
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 408
| 32
| 0.042325
| 0.076565
|
normal
| 0
|
1.431769
| 34,302
| 86,547
| 3
| 0
| 1
| 18
| 0
| 0
| 0
| 231
| 84
| 0.009967
| 0.526082
|
r2l
| 1
|
45.659271
| 2,002
| 3,440
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 49
| 80
| 0.145356
| 0.248853
|
normal
| 0
|
2.387277
| 35,891
| 71,268
| 3
| 0
| 23
| 1
| 0
| 0
| 0
| 114
| 47
| 0.112785
| 0.913057
|
probe
| 1
|
19.490287
| 9,202,300
| 84,324
| 4
| 0
| 2
| 1
| 0
| 0
| 0
| 78
| 29
| 0.592712
| 0.477327
|
dos
| 1
|
2.514798
| 39,681
| 41,659
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 418
| 32
| 0.153125
| 0.952139
|
normal
| 0
|
2.426857
| 8,623,917
| 5,152
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 63
| 69
| 0.595667
| 0.711392
|
dos
| 1
|
65.432847
| 15,785
| 29,345
| 4
| 0
| 18
| 0
| 1
| 0
| 0
| 58
| 5
| 0.021766
| 0.013256
|
probe
| 1
|
334.854609
| 19,077
| 9,501
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 379
| 69
| 0.00509
| 0.092882
|
normal
| 0
|
80.265771
| 39,386
| 82,600
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 170
| 36
| 0.029048
| 0.957888
|
normal
| 0
|
70.675498
| 37,807
| 26,284
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 229
| 80
| 0.088565
| 0.338674
|
normal
| 0
|
9.41272
| 6,361,545
| 21,206
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 395
| 55
| 0.542119
| 0.391023
|
dos
| 1
|
12.950144
| 6,884,529
| 36,668
| 2
| 0
| 2
| 2
| 1
| 0
| 0
| 131
| 47
| 0.952788
| 0.181895
|
dos
| 1
|
3.775727
| 696,098
| 47,870
| 2
| 0
| 0
| 2
| 1
| 0
| 0
| 475
| 63
| 0.530911
| 0.014477
|
dos
| 1
|
31.876672
| 28,886
| 37,132
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 251
| 95
| 0.177743
| 0.096709
|
normal
| 0
|
9.248714
| 1,725,756
| 47,099
| 2
| 2
| 2
| 2
| 0
| 0
| 0
| 172
| 52
| 0.952162
| 0.006052
|
dos
| 1
|
22.058406
| 7,324
| 83,707
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 434
| 69
| 0.160785
| 0.935784
|
normal
| 0
|
9.140062
| 44,273
| 65,416
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 428
| 24
| 0.175163
| 0.709143
|
normal
| 0
|
126.488366
| 39,730
| 49,869
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 29
| 93
| 0.14411
| 0.257787
|
normal
| 0
|
225.018497
| 31,471
| 93,346
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 407
| 30
| 0.140212
| 0.247099
|
normal
| 0
|
276.100914
| 10,958
| 3,857
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 277
| 38
| 0.046259
| 0.407428
|
normal
| 0
|
96.233134
| 38,872
| 89,982
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 456
| 77
| 0.092695
| 0.307377
|
normal
| 0
|
5.421818
| 34,694
| 34,955
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 356
| 97
| 0.034607
| 0.826792
|
normal
| 0
|
135.039697
| 48,305
| 52,904
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 21
| 52
| 0.031102
| 0.068463
|
normal
| 0
|
11.664091
| 33,893
| 77,967
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 152
| 72
| 0.042304
| 0.167573
|
normal
| 0
|
110.789964
| 885
| 75,997
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 140
| 38
| 0.052283
| 0.579597
|
normal
| 0
|
151.124931
| 45,190
| 780
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 48
| 39
| 0.153888
| 0.321663
|
normal
| 0
|
129.413354
| 31,214
| 29,563
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 211
| 52
| 0.185852
| 0.13926
|
normal
| 0
|
303.413648
| 27,965
| 16,273
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 295
| 11
| 0.0166
| 0.787108
|
normal
| 0
|
133.996927
| 5,286
| 17,013
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 19
| 99
| 0.094133
| 0.22102
|
normal
| 0
|
118.159108
| 7,336
| 5,664
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 177
| 20
| 0.176239
| 0.952517
|
normal
| 0
|
30.346351
| 48,451
| 23,618
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 419
| 51
| 0.080666
| 0.297871
|
normal
| 0
|
258.718773
| 39,469
| 16,181
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 356
| 65
| 0.177961
| 0.150045
|
normal
| 0
|
19.789484
| 34,094
| 98,083
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 5
| 46
| 0.088001
| 0.580639
|
normal
| 0
|
73.159082
| 2,740
| 36,080
| 0
| 2
| 28
| 2
| 1
| 0
| 0
| 203
| 18
| 0.131976
| 0.849757
|
probe
| 1
|
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