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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
129.427491
| 42,038
| 90,098
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 189
| 60
| 0.099207
| 0.987687
|
normal
| 0
|
4.433158
| 3,916
| 80,605
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 355
| 64
| 0.174324
| 0.044579
|
normal
| 0
|
162.238084
| 19,210
| 58,531
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 157
| 46
| 0.055291
| 0.091626
|
normal
| 0
|
76.079091
| 668
| 13,734
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 310
| 39
| 0.112602
| 0.316711
|
normal
| 0
|
2.370598
| 45,698
| 17,767
| 4
| 1
| 15
| 0
| 1
| 0
| 0
| 480
| 69
| 0.064173
| 0.216552
|
probe
| 1
|
77.115073
| 4,205
| 44,200
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 377
| 85
| 0.055064
| 0.06105
|
normal
| 0
|
5.423252
| 45,312
| 7,680
| 1
| 2
| 19
| 0
| 0
| 0
| 0
| 414
| 54
| 0.144328
| 0.901525
|
probe
| 1
|
16.193829
| 35,640
| 47,952
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 336
| 12
| 0.092435
| 0.163423
|
normal
| 0
|
54.028086
| 45,296
| 35,163
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 38
| 77
| 0.09386
| 0.294912
|
normal
| 0
|
7.978063
| 4,154
| 54,013
| 4
| 2
| 21
| 2
| 0
| 0
| 0
| 66
| 18
| 0.108405
| 0.380862
|
probe
| 1
|
43.141226
| 27,362
| 36,051
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 433
| 10
| 0.150027
| 0.010666
|
normal
| 0
|
28.675687
| 24,361
| 64,169
| 3
| 2
| 0
| 3
| 0
| 0
| 0
| 53
| 20
| 0.103254
| 0.097399
|
r2l
| 1
|
17.416708
| 20,482
| 51,060
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 366
| 98
| 0.041327
| 0.480974
|
normal
| 0
|
19.298784
| 33,004
| 27,200
| 2
| 2
| 2
| 3
| 0
| 0
| 0
| 210
| 34
| 0.145612
| 0.256057
|
r2l
| 1
|
46.716724
| 21,270
| 76,305
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 329
| 4
| 0.189829
| 0.468485
|
normal
| 0
|
224.896419
| 30,395
| 35,929
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 193
| 40
| 0.12386
| 0.682199
|
normal
| 0
|
23.070629
| 26,099
| 25,613
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 116
| 47
| 0.189815
| 0.574272
|
normal
| 0
|
53.818399
| 31,262
| 16,402
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 86
| 65
| 0.099637
| 0.742715
|
normal
| 0
|
37.339889
| 37,639
| 87,121
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 341
| 81
| 0.064857
| 0.982637
|
normal
| 0
|
154.826432
| 18,020
| 25,196
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 146
| 27
| 0.00946
| 0.389072
|
normal
| 0
|
5.142639
| 35,192
| 40,454
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 411
| 94
| 0.169951
| 0.754475
|
normal
| 0
|
21.88321
| 44,815
| 5,951
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 247
| 51
| 0.038387
| 0.190111
|
normal
| 0
|
14.588939
| 543,576
| 5,382
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 372
| 71
| 0.716585
| 0.018808
|
dos
| 1
|
495.654496
| 9,224
| 60,955
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 108
| 83
| 0.148366
| 0.922909
|
normal
| 0
|
84.577406
| 12,137
| 44,891
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 145
| 59
| 0.113474
| 0.431963
|
normal
| 0
|
14.96123
| 48,881
| 26,089
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 383
| 12
| 0.112538
| 0.516193
|
normal
| 0
|
31.772781
| 7,360
| 18,768
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 120
| 60
| 0.037951
| 0.037413
|
normal
| 0
|
18.370903
| 39,652
| 95,523
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 394
| 28
| 0.181528
| 0.455353
|
normal
| 0
|
13.307957
| 40,171
| 91,413
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 311
| 88
| 0.014334
| 0.119807
|
normal
| 0
|
2.449208
| 14,546
| 60,750
| 1
| 0
| 13
| 0
| 0
| 0
| 0
| 223
| 15
| 0.051415
| 0.974537
|
probe
| 1
|
14.233358
| 9,212,998
| 15,949
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 90
| 49
| 0.993259
| 0.336975
|
dos
| 1
|
99.752827
| 27,614
| 25,213
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 324
| 3
| 0.000684
| 0.706647
|
normal
| 0
|
40.234685
| 16,694
| 64,521
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 464
| 92
| 0.034426
| 0.935292
|
normal
| 0
|
80.67529
| 10,682
| 34,031
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 267
| 19
| 0.069133
| 0.800122
|
normal
| 0
|
29.782539
| 39,372
| 63,253
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 316
| 25
| 0.026076
| 0.782563
|
normal
| 0
|
36.822175
| 48,558
| 66,454
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 193
| 8
| 0.066204
| 0.765231
|
normal
| 0
|
105.623678
| 27,482
| 4,915
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 375
| 96
| 0.157807
| 0.528859
|
normal
| 0
|
16.293093
| 45,663
| 17,064
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 99
| 8
| 0.039397
| 0.340883
|
normal
| 0
|
96.029972
| 24,907
| 13,124
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 79
| 33
| 0.006251
| 0.902191
|
normal
| 0
|
191.213086
| 17,287
| 81,917
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 416
| 70
| 0.173529
| 0.206237
|
normal
| 0
|
5.169672
| 19,051
| 78,770
| 4
| 1
| 27
| 2
| 1
| 0
| 0
| 109
| 63
| 0.056013
| 0.365734
|
probe
| 1
|
227.75148
| 18,631
| 66,008
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 248
| 36
| 0.021521
| 0.718738
|
normal
| 0
|
24.985468
| 8,423,308
| 91,904
| 1
| 2
| 3
| 0
| 1
| 0
| 0
| 202
| 86
| 0.65154
| 0.505705
|
dos
| 1
|
10.988805
| 15,229
| 31,191
| 3
| 2
| 3
| 2
| 1
| 2
| 0
| 326
| 74
| 0.055998
| 0.555577
|
u2r
| 1
|
94.291533
| 11,142
| 73,568
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 343
| 40
| 0.111034
| 0.515453
|
normal
| 0
|
81.965135
| 1,823
| 57,081
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 154
| 68
| 0.186952
| 0.003643
|
normal
| 0
|
10.135861
| 41,191
| 76,471
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 5
| 56
| 0.034814
| 0.1558
|
normal
| 0
|
0.625249
| 15,695
| 37,092
| 3
| 1
| 2
| 16
| 1
| 0
| 0
| 152
| 29
| 0.186537
| 0.913055
|
r2l
| 1
|
1.005538
| 22,848
| 5,958
| 0
| 0
| 4
| 0
| 0
| 6
| 1
| 461
| 25
| 0.160015
| 0.752688
|
u2r
| 1
|
19.994998
| 43,169
| 56,522
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 462
| 20
| 0.127645
| 0.370885
|
normal
| 0
|
225.504304
| 25,507
| 59,051
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 83
| 19
| 0.103367
| 0.182673
|
normal
| 0
|
17.47858
| 908,971
| 93,776
| 3
| 0
| 1
| 2
| 0
| 0
| 0
| 2
| 12
| 0.54994
| 0.585932
|
dos
| 1
|
274.783791
| 49,983
| 86,064
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 384
| 34
| 0.060171
| 0.344235
|
normal
| 0
|
4.847684
| 8,280,554
| 70,358
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 46
| 85
| 0.550903
| 0.16831
|
dos
| 1
|
24.021525
| 22,798
| 71,344
| 4
| 2
| 21
| 2
| 0
| 0
| 0
| 241
| 65
| 0.097932
| 0.515347
|
probe
| 1
|
6.164306
| 38,463
| 52,163
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 154
| 24
| 0.090235
| 0.018227
|
normal
| 0
|
214.726179
| 9,909
| 43,125
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 107
| 92
| 0.012672
| 0.435363
|
normal
| 0
|
112.134704
| 28,785
| 94,817
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 415
| 8
| 0.123428
| 0.007276
|
normal
| 0
|
46.243996
| 49,230
| 50,249
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 415
| 55
| 0.031381
| 0.682605
|
normal
| 0
|
21.129752
| 369
| 12,324
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 404
| 59
| 0.09298
| 0.667356
|
normal
| 0
|
1.131806
| 4,044,829
| 11,593
| 4
| 2
| 0
| 1
| 0
| 0
| 0
| 283
| 22
| 0.514279
| 0.549706
|
dos
| 1
|
3.46154
| 17,638
| 58,793
| 1
| 2
| 3
| 3
| 0
| 0
| 0
| 190
| 20
| 0.179865
| 0.405695
|
r2l
| 1
|
8.024935
| 48,837
| 45,242
| 4
| 1
| 1
| 15
| 1
| 0
| 0
| 373
| 20
| 0.13379
| 0.068186
|
r2l
| 1
|
58.669175
| 30,568
| 7,551
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 360
| 30
| 0.05503
| 0.760073
|
normal
| 0
|
1.464462
| 24,384
| 59,850
| 0
| 2
| 12
| 1
| 1
| 0
| 0
| 275
| 35
| 0.184845
| 0.240989
|
probe
| 1
|
1.997697
| 1,780,446
| 11,230
| 4
| 2
| 1
| 2
| 1
| 0
| 0
| 284
| 66
| 0.592438
| 0.43572
|
dos
| 1
|
9.390711
| 22,120
| 90,889
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 363
| 99
| 0.084752
| 0.139176
|
normal
| 0
|
242.229442
| 6,872
| 16,106
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 246
| 51
| 0.036422
| 0.595459
|
normal
| 0
|
48.995125
| 35,216
| 80,741
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 56
| 36
| 0.065275
| 0.634131
|
normal
| 0
|
2.883509
| 43,043
| 58,676
| 2
| 0
| 25
| 0
| 0
| 0
| 0
| 254
| 48
| 0.008306
| 0.594048
|
probe
| 1
|
22.865825
| 38,926
| 99,753
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 174
| 77
| 0.087585
| 0.074114
|
normal
| 0
|
1.016892
| 5,669,180
| 44,423
| 4
| 2
| 0
| 1
| 1
| 0
| 0
| 398
| 54
| 0.817077
| 0.953533
|
dos
| 1
|
24.526817
| 2,263
| 21,834
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 105
| 56
| 0.061298
| 0.52189
|
normal
| 0
|
22.798967
| 1,021,963
| 4,503
| 1
| 2
| 1
| 1
| 1
| 0
| 0
| 326
| 61
| 0.503603
| 0.508565
|
dos
| 1
|
212.665904
| 15,677
| 95,538
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 125
| 36
| 0.067622
| 0.621316
|
normal
| 0
|
3.553766
| 4,263
| 21,947
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 460
| 59
| 0.162044
| 0.594887
|
normal
| 0
|
176.487437
| 43,850
| 75,924
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 391
| 50
| 0.173942
| 0.249828
|
normal
| 0
|
52.864923
| 15,272
| 65,387
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 464
| 80
| 0.084642
| 0.444615
|
normal
| 0
|
0.3376
| 3,460,002
| 17,844
| 1
| 0
| 1
| 2
| 1
| 0
| 0
| 359
| 12
| 0.876769
| 0.339284
|
dos
| 1
|
46.585953
| 14,395
| 95,883
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 403
| 13
| 0.081843
| 0.636384
|
normal
| 0
|
118.913758
| 13,837
| 11,148
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 249
| 17
| 0.162858
| 0.177476
|
normal
| 0
|
29.342508
| 10,953
| 64,264
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 442
| 88
| 0.190526
| 0.037924
|
normal
| 0
|
2.217459
| 43,026
| 13,008
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 163
| 92
| 0.001778
| 0.638215
|
normal
| 0
|
295.243363
| 27,027
| 33,863
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 415
| 40
| 0.071102
| 0.605808
|
normal
| 0
|
1.65032
| 18,910
| 61,338
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 166
| 17
| 0.153902
| 0.845432
|
normal
| 0
|
5.735655
| 16,197
| 75,391
| 1
| 2
| 6
| 2
| 1
| 0
| 0
| 328
| 27
| 0.165963
| 0.120018
|
probe
| 1
|
18.529107
| 21,995
| 65,341
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 362
| 62
| 0.170526
| 0.67712
|
normal
| 0
|
4.071358
| 1,770,881
| 11,065
| 4
| 2
| 0
| 1
| 0
| 0
| 0
| 302
| 22
| 0.510633
| 0.115953
|
dos
| 1
|
4.178638
| 27,353
| 77,966
| 0
| 1
| 2
| 0
| 0
| 5
| 0
| 458
| 63
| 0.065526
| 0.107837
|
u2r
| 1
|
23.058637
| 38,779
| 25,766
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 81
| 97
| 0.160629
| 0.027105
|
normal
| 0
|
200.773581
| 14,064
| 85,061
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 55
| 12
| 0.113127
| 0.025611
|
normal
| 0
|
68.867507
| 13,012
| 37,855
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 166
| 71
| 0.039266
| 0.027688
|
normal
| 0
|
2.229197
| 38,076
| 5,117
| 2
| 2
| 2
| 18
| 1
| 0
| 0
| 222
| 58
| 0.040036
| 0.866328
|
r2l
| 1
|
16.660935
| 41,046
| 65,007
| 0
| 0
| 11
| 1
| 1
| 0
| 0
| 276
| 28
| 0.044355
| 0.692756
|
probe
| 1
|
41.76233
| 11,216
| 44,551
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 293
| 77
| 0.033355
| 0.199754
|
normal
| 0
|
2.363076
| 3,285,628
| 58,530
| 2
| 0
| 0
| 2
| 1
| 0
| 0
| 283
| 63
| 0.597961
| 0.638749
|
dos
| 1
|
132.248007
| 46,154
| 42,558
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 128
| 28
| 0.147304
| 0.376022
|
normal
| 0
|
21.231694
| 6,699
| 52,510
| 3
| 2
| 4
| 10
| 1
| 0
| 0
| 28
| 45
| 0.185591
| 0.851567
|
r2l
| 1
|
1.413178
| 8,746
| 64,745
| 0
| 2
| 1
| 16
| 0
| 0
| 0
| 238
| 44
| 0.048812
| 0.171808
|
r2l
| 1
|
164.841852
| 23,138
| 81,625
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 2
| 10
| 0.116828
| 0.944073
|
normal
| 0
|
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