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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
77.881667
| 45,799
| 99,093
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 251
| 99
| 0.122364
| 0.750781
|
normal
| 0
|
34.791757
| 42,331
| 61,457
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 50
| 4
| 0.146654
| 0.052592
|
normal
| 0
|
32.321781
| 15,102
| 92,372
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 313
| 97
| 0.029033
| 0.132289
|
normal
| 0
|
203.522826
| 28,489
| 18,130
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 491
| 96
| 0.047316
| 0.429812
|
normal
| 0
|
15.671304
| 48,456
| 51,713
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 479
| 16
| 0.151724
| 0.410578
|
normal
| 0
|
68.410842
| 18,892
| 66,653
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 384
| 88
| 0.170981
| 0.683662
|
normal
| 0
|
4.750641
| 5,688,456
| 19,353
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 235
| 26
| 0.945313
| 0.117159
|
dos
| 1
|
98.086458
| 29,521
| 74,768
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 288
| 62
| 0.08378
| 0.263491
|
normal
| 0
|
2.593129
| 22,802
| 46,318
| 0
| 1
| 5
| 0
| 1
| 0
| 0
| 180
| 32
| 0.041855
| 0.623375
|
probe
| 1
|
5.49938
| 7,071
| 14,863
| 1
| 1
| 1
| 10
| 0
| 0
| 0
| 110
| 12
| 0.186004
| 0.867814
|
r2l
| 1
|
2.013349
| 19,335
| 71,322
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 59
| 59
| 0.064835
| 0.222656
|
normal
| 0
|
103.882671
| 34,265
| 6,320
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 219
| 14
| 0.13954
| 0.366626
|
normal
| 0
|
99.94666
| 10,257
| 52,354
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 16
| 19
| 0.104557
| 0.385059
|
normal
| 0
|
1.433604
| 7,182,021
| 49,449
| 3
| 2
| 2
| 2
| 1
| 0
| 0
| 179
| 48
| 0.766733
| 0.591688
|
dos
| 1
|
62.019363
| 1,630
| 41,957
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 499
| 18
| 0.105695
| 0.490173
|
normal
| 0
|
246.898147
| 874
| 11,036
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 48
| 34
| 0.058209
| 0.598651
|
normal
| 0
|
22.951988
| 8,085
| 11,393
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 336
| 32
| 0.136241
| 0.170289
|
normal
| 0
|
5.528349
| 190,105
| 14,698
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 254
| 57
| 0.861983
| 0.243155
|
dos
| 1
|
0.179452
| 4,955,604
| 2,663
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 296
| 97
| 0.681749
| 0.016185
|
dos
| 1
|
166.474699
| 30,219
| 93,453
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 481
| 62
| 0.108381
| 0.849463
|
normal
| 0
|
174.054864
| 21,731
| 18,699
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 381
| 56
| 0.099315
| 0.832545
|
normal
| 0
|
142.407689
| 48,232
| 89,627
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 365
| 72
| 0.055206
| 0.59386
|
normal
| 0
|
45.484575
| 17,833
| 3,558
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 80
| 25
| 0.160643
| 0.45876
|
normal
| 0
|
9.216911
| 46,378
| 41,873
| 3
| 2
| 10
| 2
| 0
| 0
| 0
| 36
| 46
| 0.185301
| 0.715813
|
probe
| 1
|
42.998781
| 48,458
| 78,040
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 199
| 33
| 0.197734
| 0.076106
|
normal
| 0
|
113.8782
| 19,331
| 52,580
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 349
| 68
| 0.014709
| 0.977538
|
normal
| 0
|
121.317022
| 40,882
| 53,893
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 54
| 46
| 0.15234
| 0.955949
|
normal
| 0
|
0.412792
| 726
| 66,540
| 0
| 1
| 26
| 0
| 1
| 0
| 0
| 488
| 75
| 0.082385
| 0.130278
|
probe
| 1
|
22.329971
| 2,765,797
| 58,653
| 4
| 1
| 2
| 2
| 0
| 0
| 0
| 235
| 63
| 0.522728
| 0.989222
|
dos
| 1
|
100.085669
| 38,829
| 32,222
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 28
| 54
| 0.185877
| 0.469977
|
normal
| 0
|
2.002662
| 9,432,475
| 2,593
| 1
| 0
| 0
| 2
| 0
| 0
| 0
| 359
| 11
| 0.73692
| 0.477136
|
dos
| 1
|
16.324691
| 46,492
| 5,817
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 80
| 49
| 0.002429
| 0.420834
|
normal
| 0
|
61.841542
| 45,678
| 48,539
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 252
| 21
| 0.10493
| 0.794518
|
normal
| 0
|
78.709563
| 24,075
| 5,063
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 386
| 21
| 0.188315
| 0.615126
|
normal
| 0
|
301.083791
| 26,898
| 19,786
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 157
| 51
| 0.122962
| 0.519173
|
normal
| 0
|
45.655693
| 27,621
| 78,607
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 188
| 58
| 0.134697
| 0.098257
|
normal
| 0
|
13.936267
| 14,359
| 42,680
| 3
| 0
| 16
| 0
| 1
| 0
| 0
| 186
| 14
| 0.19387
| 0.527455
|
probe
| 1
|
78.154149
| 10,713
| 38,938
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 484
| 13
| 0.145895
| 0.120895
|
normal
| 0
|
27.769114
| 19,541
| 75,243
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 389
| 34
| 0.144629
| 0.779178
|
normal
| 0
|
21.277794
| 5,967
| 40,752
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 13
| 97
| 0.146071
| 0.406061
|
normal
| 0
|
15.279567
| 29,214
| 89,224
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 326
| 17
| 0.09721
| 0.610491
|
normal
| 0
|
6.455978
| 23,689
| 77,337
| 3
| 1
| 23
| 1
| 0
| 0
| 0
| 497
| 44
| 0.070449
| 0.513441
|
probe
| 1
|
2.217039
| 11,123
| 37,510
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 443
| 72
| 0.166538
| 0.325322
|
normal
| 0
|
58.886876
| 22,491
| 55,817
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 499
| 89
| 0.028487
| 0.93066
|
normal
| 0
|
10.326625
| 5,489,180
| 15,658
| 1
| 2
| 3
| 2
| 0
| 0
| 0
| 392
| 17
| 0.543562
| 0.266469
|
dos
| 1
|
110.89863
| 9,311
| 58,477
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 329
| 90
| 0.130838
| 0.861822
|
normal
| 0
|
142.622559
| 32,606
| 46,512
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 81
| 69
| 0.106011
| 0.779279
|
normal
| 0
|
12.670377
| 2,106
| 67,038
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 2
| 21
| 0.07289
| 0.458578
|
normal
| 0
|
64.074614
| 42,622
| 62,063
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 355
| 80
| 0.093571
| 0.015661
|
normal
| 0
|
11.450651
| 9,133
| 99,940
| 2
| 1
| 1
| 2
| 0
| 2
| 0
| 138
| 18
| 0.133458
| 0.309877
|
u2r
| 1
|
5.968956
| 7,417,083
| 8,458
| 3
| 0
| 0
| 0
| 0
| 0
| 0
| 354
| 58
| 0.826341
| 0.481157
|
dos
| 1
|
20.002837
| 15,164
| 86,793
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 260
| 68
| 0.013321
| 0.294108
|
normal
| 0
|
0.014192
| 3,935,848
| 56,532
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 291
| 41
| 0.806671
| 0.27642
|
dos
| 1
|
88.684776
| 28,575
| 57,397
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 433
| 11
| 0.026398
| 0.794186
|
normal
| 0
|
72.163121
| 3,297
| 97,944
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 103
| 76
| 0.130573
| 0.272659
|
normal
| 0
|
177.339039
| 42,769
| 86,527
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 472
| 89
| 0.149863
| 0.45226
|
normal
| 0
|
26.325378
| 38,534
| 25,376
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 114
| 61
| 0.138168
| 0.483801
|
normal
| 0
|
47.383674
| 23,890
| 20,804
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 403
| 90
| 0.017334
| 0.968677
|
normal
| 0
|
157.062255
| 42,124
| 81,633
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 263
| 33
| 0.086941
| 0.194212
|
normal
| 0
|
0.731454
| 45,341
| 45,151
| 4
| 2
| 16
| 2
| 0
| 0
| 0
| 414
| 96
| 0.09045
| 0.080628
|
probe
| 1
|
51.436084
| 18,992
| 29,015
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 318
| 91
| 0.126636
| 0.859336
|
normal
| 0
|
2.988465
| 34,586
| 22,732
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 279
| 73
| 0.151485
| 0.131196
|
normal
| 0
|
139.992858
| 30,184
| 49,206
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 454
| 90
| 0.085856
| 0.512389
|
normal
| 0
|
358.207479
| 11,624
| 87,786
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 197
| 11
| 0.183306
| 0.539901
|
normal
| 0
|
96.83396
| 15,865
| 96,481
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 155
| 65
| 0.034885
| 0.25986
|
normal
| 0
|
194.170754
| 2,693
| 7,474
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 370
| 23
| 0.083443
| 0.388471
|
normal
| 0
|
5.866181
| 9,267,539
| 56,600
| 4
| 1
| 0
| 1
| 1
| 0
| 0
| 278
| 2
| 0.923673
| 0.292353
|
dos
| 1
|
26.355022
| 7,668
| 34,582
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 397
| 28
| 0.165516
| 0.565013
|
normal
| 0
|
1.454741
| 24,812
| 59,057
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 75
| 86
| 0.193566
| 0.890638
|
normal
| 0
|
105.95789
| 1,325
| 76,077
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 149
| 90
| 0.018498
| 0.205802
|
normal
| 0
|
67.945899
| 13,280
| 78,043
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 32
| 63
| 0.156173
| 0.480794
|
normal
| 0
|
152.371053
| 35,570
| 7,147
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 122
| 22
| 0.152168
| 0.045974
|
normal
| 0
|
0.942948
| 8,706,509
| 78,251
| 1
| 1
| 4
| 2
| 0
| 0
| 0
| 175
| 93
| 0.851212
| 0.92658
|
dos
| 1
|
441.888717
| 2,328
| 4,236
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 262
| 52
| 0.099838
| 0.860519
|
normal
| 0
|
71.398802
| 10,748
| 63,632
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 62
| 5
| 0.160278
| 0.878023
|
normal
| 0
|
55.717465
| 5,048
| 23,496
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 64
| 78
| 0.198785
| 0.607412
|
normal
| 0
|
33.790883
| 31,796
| 49,256
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 396
| 70
| 0.004093
| 0.221909
|
normal
| 0
|
64.790863
| 20,286
| 60,133
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 422
| 39
| 0.146518
| 0.837936
|
normal
| 0
|
6.035557
| 9,292,625
| 15,225
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 135
| 35
| 0.640461
| 0.749026
|
dos
| 1
|
4.336661
| 28,410
| 59,293
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 447
| 52
| 0.143515
| 0.489924
|
normal
| 0
|
28.339456
| 288,722
| 53,536
| 4
| 2
| 0
| 0
| 1
| 0
| 0
| 139
| 14
| 0.662687
| 0.493934
|
dos
| 1
|
500.672211
| 45,767
| 62,071
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 284
| 82
| 0.01429
| 0.768199
|
normal
| 0
|
18.557757
| 7,817,494
| 73,397
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 285
| 76
| 0.98729
| 0.875013
|
dos
| 1
|
40.278501
| 41,661
| 33,976
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 40
| 98
| 0.052709
| 0.066759
|
normal
| 0
|
25.237795
| 43,124
| 13,528
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 283
| 97
| 0.012496
| 0.475735
|
normal
| 0
|
32.364146
| 31,668
| 12,566
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 288
| 59
| 0.164855
| 0.524197
|
normal
| 0
|
8.514936
| 7,078
| 2,995
| 0
| 2
| 27
| 0
| 1
| 0
| 0
| 201
| 14
| 0.126214
| 0.118979
|
probe
| 1
|
64.456839
| 12,198
| 73,178
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 488
| 27
| 0.177598
| 0.779128
|
normal
| 0
|
5.903293
| 33,413
| 1,906
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 148
| 18
| 0.106524
| 0.79272
|
normal
| 0
|
126.753124
| 38,800
| 50,862
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 215
| 40
| 0.108847
| 0.468324
|
normal
| 0
|
6.74283
| 9,381,437
| 4,179
| 4
| 0
| 2
| 1
| 1
| 0
| 0
| 300
| 3
| 0.638712
| 0.925461
|
dos
| 1
|
22.234978
| 41,243
| 26,167
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 229
| 51
| 0.073451
| 0.429246
|
normal
| 0
|
14.39777
| 9,288,140
| 49,159
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 224
| 14
| 0.578202
| 0.409744
|
dos
| 1
|
364.044391
| 14,340
| 44,693
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 370
| 60
| 0.070759
| 0.059833
|
normal
| 0
|
118.787326
| 17,941
| 69,181
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 185
| 7
| 0.134422
| 0.682874
|
normal
| 0
|
67.677563
| 11,562
| 89,250
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 122
| 24
| 0.018501
| 0.559533
|
normal
| 0
|
29.349646
| 19,284
| 9,846
| 4
| 1
| 4
| 8
| 1
| 0
| 0
| 499
| 65
| 0.063002
| 0.248131
|
r2l
| 1
|
133.741457
| 36,171
| 74,206
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 55
| 94
| 0.044178
| 0.911399
|
normal
| 0
|
2.56784
| 26,129
| 12,119
| 0
| 2
| 0
| 11
| 0
| 0
| 0
| 2
| 4
| 0.156239
| 0.021193
|
r2l
| 1
|
22.899683
| 44,695
| 77,425
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 64
| 28
| 0.107702
| 0.13033
|
normal
| 0
|
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