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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.224712
| 38,279
| 96,741
| 2
| 0
| 3
| 9
| 1
| 0
| 0
| 128
| 53
| 0.087159
| 0.166775
|
r2l
| 1
|
161.144002
| 28,067
| 6,338
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 181
| 73
| 0.161887
| 0.726103
|
normal
| 0
|
20.317751
| 16,956
| 83,962
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 399
| 28
| 0.102518
| 0.180077
|
normal
| 0
|
43.429661
| 39,410
| 33,812
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 150
| 5
| 0.164271
| 0.832369
|
normal
| 0
|
5.602418
| 10,867
| 93,517
| 2
| 2
| 3
| 4
| 0
| 0
| 0
| 164
| 86
| 0.128439
| 0.129406
|
r2l
| 1
|
77.879036
| 1,996
| 4,893
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 183
| 44
| 0.070072
| 0.624492
|
normal
| 0
|
34.611743
| 19,638
| 87,608
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 97
| 46
| 0.001431
| 0.803213
|
normal
| 0
|
116.775545
| 22,801
| 9,270
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 176
| 23
| 0.163922
| 0.225652
|
normal
| 0
|
5.481284
| 2,403,099
| 13,313
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 85
| 10
| 0.550669
| 0.750115
|
dos
| 1
|
6.153822
| 18,095
| 53,551
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 470
| 7
| 0.035193
| 0.910161
|
normal
| 0
|
0.360614
| 22,918
| 26,133
| 1
| 2
| 7
| 2
| 0
| 0
| 0
| 391
| 34
| 0.06052
| 0.812656
|
probe
| 1
|
13.70094
| 20,960
| 70,796
| 0
| 2
| 1
| 11
| 0
| 0
| 0
| 475
| 94
| 0.11724
| 0.393754
|
r2l
| 1
|
221.504491
| 32,206
| 68,463
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 325
| 46
| 0.098517
| 0.801452
|
normal
| 0
|
511.750162
| 24,861
| 1,834
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 344
| 51
| 0.098997
| 0.652442
|
normal
| 0
|
53.927693
| 13,416
| 40,522
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 245
| 19
| 0.078708
| 0.024734
|
normal
| 0
|
4.768768
| 12,297
| 29,679
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 386
| 15
| 0.187861
| 0.390758
|
normal
| 0
|
36.522012
| 36,201
| 14,921
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 22
| 93
| 0.099698
| 0.125223
|
normal
| 0
|
4.430082
| 18,710
| 20,784
| 1
| 0
| 14
| 1
| 0
| 0
| 0
| 326
| 99
| 0.139441
| 0.262729
|
probe
| 1
|
9.836184
| 802,899
| 52,971
| 1
| 1
| 3
| 2
| 1
| 0
| 0
| 346
| 66
| 0.660533
| 0.709827
|
dos
| 1
|
35.66352
| 43,733
| 13,476
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 305
| 45
| 0.035408
| 0.363097
|
normal
| 0
|
5.780515
| 2,617
| 72,920
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 58
| 25
| 0.011137
| 0.345645
|
normal
| 0
|
64.429423
| 29,776
| 46,443
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 67
| 35
| 0.164637
| 0.652244
|
normal
| 0
|
23.435704
| 11,340
| 81,698
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 185
| 8
| 0.060624
| 0.535766
|
normal
| 0
|
9.568308
| 46,247
| 31,250
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 260
| 19
| 0.15989
| 0.455049
|
normal
| 0
|
3.507655
| 35,022
| 4,379
| 3
| 1
| 8
| 2
| 1
| 0
| 0
| 302
| 69
| 0.135643
| 0.263948
|
probe
| 1
|
1.798002
| 15,006
| 43,003
| 3
| 0
| 28
| 1
| 0
| 0
| 0
| 376
| 95
| 0.095491
| 0.247026
|
probe
| 1
|
77.114707
| 32,629
| 56,681
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 112
| 38
| 0.020652
| 0.884427
|
normal
| 0
|
6.825402
| 19,586
| 56,687
| 1
| 0
| 24
| 2
| 1
| 0
| 0
| 236
| 7
| 0.103273
| 0.14612
|
probe
| 1
|
11.942421
| 20,102
| 57,784
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 318
| 92
| 0.097546
| 0.212709
|
normal
| 0
|
13.213293
| 7,446,188
| 69,490
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 141
| 41
| 0.597331
| 0.577724
|
dos
| 1
|
2.664174
| 17,004
| 58,812
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 229
| 12
| 0.142911
| 0.976976
|
normal
| 0
|
58.5373
| 754
| 67,498
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 124
| 51
| 0.045632
| 0.645237
|
normal
| 0
|
4.034422
| 141
| 85,368
| 0
| 2
| 20
| 0
| 1
| 0
| 0
| 403
| 45
| 0.110996
| 0.572711
|
probe
| 1
|
314.652431
| 15,032
| 36,335
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 162
| 33
| 0.114098
| 0.842725
|
normal
| 0
|
12.963474
| 1,213,775
| 47,291
| 4
| 0
| 4
| 0
| 1
| 0
| 0
| 301
| 2
| 0.818034
| 0.73124
|
dos
| 1
|
17.286544
| 13,235
| 84,814
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 486
| 79
| 0.182501
| 0.89681
|
normal
| 0
|
72.886101
| 26,984
| 77,663
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 49
| 77
| 0.119887
| 0.882737
|
normal
| 0
|
50.382344
| 1,613
| 35,778
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 44
| 5
| 0.152016
| 0.394801
|
normal
| 0
|
65.268794
| 21,250
| 3,863
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 264
| 50
| 0.147519
| 0.621621
|
normal
| 0
|
21.952139
| 20,220
| 16,073
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 394
| 44
| 0.054876
| 0.090148
|
normal
| 0
|
69.480263
| 9,572
| 77,183
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 405
| 11
| 0.190793
| 0.498686
|
normal
| 0
|
16.256571
| 37,792
| 40,093
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 275
| 42
| 0.108697
| 0.698133
|
normal
| 0
|
136.274613
| 27,814
| 49,896
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 447
| 68
| 0.086226
| 0.896756
|
normal
| 0
|
9.921436
| 8,192,956
| 56,544
| 2
| 0
| 0
| 1
| 1
| 0
| 0
| 242
| 33
| 0.504277
| 0.451849
|
dos
| 1
|
8.178255
| 41,279
| 66,092
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 331
| 81
| 0.180877
| 0.828375
|
normal
| 0
|
55.383414
| 21,443
| 85,720
| 3
| 0
| 8
| 1
| 1
| 0
| 0
| 9
| 65
| 0.19632
| 0.784249
|
probe
| 1
|
95.810177
| 44,867
| 80,870
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 59
| 31
| 0.07382
| 0.301935
|
normal
| 0
|
37.995389
| 26,708
| 70,261
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 238
| 13
| 0.151604
| 0.675008
|
normal
| 0
|
4.671683
| 34,497
| 67,387
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 172
| 92
| 0.086929
| 0.843933
|
normal
| 0
|
100.028855
| 23,710
| 10,611
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 340
| 35
| 0.071972
| 0.28852
|
normal
| 0
|
46.751116
| 3,349
| 51,508
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 111
| 34
| 0.102912
| 0.142871
|
normal
| 0
|
238.182426
| 16,944
| 62,822
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 237
| 50
| 0.08997
| 0.111291
|
normal
| 0
|
3.550059
| 16,773
| 15,819
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 294
| 92
| 0.066742
| 0.100696
|
normal
| 0
|
3.988747
| 42,195
| 51,035
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 74
| 73
| 0.101817
| 0.316208
|
normal
| 0
|
1.588486
| 750,687
| 32,467
| 2
| 0
| 1
| 2
| 0
| 0
| 0
| 61
| 62
| 0.942025
| 0.484782
|
dos
| 1
|
334.881214
| 323
| 7,454
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 374
| 10
| 0.180312
| 0.596175
|
normal
| 0
|
2.813431
| 2,545
| 81,042
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 257
| 9
| 0.050375
| 0.2334
|
normal
| 0
|
125.889807
| 16,937
| 20,227
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 254
| 9
| 0.018359
| 0.414412
|
normal
| 0
|
1.635525
| 3,141,271
| 71,973
| 3
| 1
| 1
| 2
| 1
| 0
| 0
| 29
| 36
| 0.69705
| 0.816293
|
dos
| 1
|
120.862617
| 34,914
| 28,704
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 31
| 63
| 0.192354
| 0.645431
|
normal
| 0
|
203.052031
| 30,644
| 13,159
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 235
| 36
| 0.02591
| 0.242233
|
normal
| 0
|
10.628481
| 31,595
| 49,823
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 90
| 40
| 0.172822
| 0.955087
|
normal
| 0
|
27.281503
| 6,011
| 14,303
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 404
| 38
| 0.013861
| 0.244498
|
normal
| 0
|
2.437227
| 45,158
| 38,860
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 124
| 21
| 0.052384
| 0.34255
|
normal
| 0
|
24.657599
| 6,251,239
| 74,866
| 3
| 2
| 2
| 0
| 0
| 0
| 0
| 245
| 95
| 0.883347
| 0.279825
|
dos
| 1
|
3.006532
| 44,935
| 57,551
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 242
| 82
| 0.198608
| 0.061686
|
normal
| 0
|
161.285553
| 25,366
| 160
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 326
| 98
| 0.154109
| 0.68232
|
normal
| 0
|
35.423888
| 5,579
| 44,321
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 240
| 13
| 0.110005
| 0.0677
|
normal
| 0
|
67.96614
| 47,132
| 81,714
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 223
| 36
| 0.121864
| 0.942116
|
normal
| 0
|
155.043467
| 3,486
| 69,950
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 316
| 90
| 0.08051
| 0.171216
|
normal
| 0
|
68.30853
| 21,308
| 53,709
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 332
| 64
| 0.014465
| 0.941444
|
normal
| 0
|
56.07095
| 39,033
| 42,945
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 145
| 39
| 0.055742
| 0.190688
|
normal
| 0
|
1.16407
| 18,952
| 84,876
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 240
| 52
| 0.044013
| 0.149372
|
normal
| 0
|
83.942114
| 29,921
| 88,115
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 116
| 61
| 0.19335
| 0.006614
|
normal
| 0
|
5.050854
| 3,903,389
| 81,756
| 2
| 0
| 3
| 1
| 1
| 0
| 0
| 310
| 58
| 0.952689
| 0.260645
|
dos
| 1
|
144.667404
| 38,642
| 8,243
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 379
| 25
| 0.165475
| 0.727569
|
normal
| 0
|
29.805263
| 20,409
| 43,625
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 125
| 46
| 0.165904
| 0.734427
|
normal
| 0
|
112.143294
| 47,818
| 4,705
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 280
| 35
| 0.06126
| 0.000011
|
normal
| 0
|
103.909
| 43,675
| 81,340
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 454
| 60
| 0.113682
| 0.137554
|
normal
| 0
|
95.887366
| 49,990
| 83,664
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 58
| 8
| 0.129622
| 0.065775
|
normal
| 0
|
31.054411
| 38,093
| 16,093
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 439
| 99
| 0.023116
| 0.250697
|
normal
| 0
|
33.665333
| 37,619
| 61,662
| 1
| 0
| 4
| 15
| 1
| 0
| 0
| 19
| 99
| 0.06537
| 0.263485
|
r2l
| 1
|
9.142855
| 9,044,532
| 96,570
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 241
| 61
| 0.944692
| 0.288081
|
dos
| 1
|
1.289005
| 2,318
| 77,438
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 121
| 15
| 0.163591
| 0.746875
|
normal
| 0
|
12.491551
| 7,199,101
| 37,700
| 2
| 0
| 3
| 1
| 1
| 0
| 0
| 297
| 93
| 0.850682
| 0.191299
|
dos
| 1
|
14.698469
| 916,144
| 66,685
| 3
| 0
| 4
| 0
| 0
| 0
| 0
| 46
| 84
| 0.833204
| 0.302653
|
dos
| 1
|
169.852191
| 48,245
| 2,559
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 51
| 96
| 0.164068
| 0.332642
|
normal
| 0
|
2.70752
| 7,350,515
| 10,369
| 2
| 0
| 2
| 2
| 0
| 0
| 0
| 98
| 91
| 0.956495
| 0.089214
|
dos
| 1
|
105.97093
| 44,299
| 60,099
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 3
| 38
| 0.070937
| 0.963783
|
normal
| 0
|
81.453866
| 7,206
| 33,835
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 63
| 53
| 0.184359
| 0.007519
|
normal
| 0
|
6.6717
| 974
| 18,213
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 422
| 41
| 0.032369
| 0.960517
|
normal
| 0
|
97.220045
| 15,393
| 33,690
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 145
| 13
| 0.087802
| 0.114985
|
normal
| 0
|
168.148977
| 31,677
| 23,130
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 378
| 55
| 0.016136
| 0.330221
|
normal
| 0
|
488.598526
| 8,626
| 83,470
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 211
| 45
| 0.158105
| 0.53897
|
normal
| 0
|
30.242452
| 38,855
| 67,580
| 4
| 0
| 4
| 11
| 1
| 0
| 0
| 324
| 69
| 0.064924
| 0.991603
|
r2l
| 1
|
1.638539
| 34,046
| 38,581
| 4
| 1
| 12
| 1
| 0
| 0
| 0
| 246
| 55
| 0.127021
| 0.694955
|
probe
| 1
|
6.886122
| 17,113
| 94,526
| 0
| 1
| 15
| 1
| 1
| 0
| 0
| 250
| 31
| 0.162129
| 0.58927
|
probe
| 1
|
8.688515
| 5,283,847
| 39,865
| 1
| 0
| 1
| 0
| 1
| 0
| 0
| 63
| 12
| 0.966034
| 0.451039
|
dos
| 1
|
3.993971
| 6,114
| 67,133
| 1
| 1
| 2
| 4
| 1
| 0
| 0
| 77
| 40
| 0.192534
| 0.891086
|
r2l
| 1
|
13.059548
| 32,948
| 67,857
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 9
| 19
| 0.132859
| 0.539736
|
normal
| 0
|
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