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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7.176007
| 8,060,522
| 33,658
| 1
| 2
| 0
| 2
| 1
| 0
| 0
| 180
| 63
| 0.830009
| 0.323544
|
dos
| 1
|
44.631673
| 19,441
| 66,936
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 307
| 58
| 0.191606
| 0.318197
|
normal
| 0
|
152.318615
| 14,146
| 95,804
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 458
| 99
| 0.058608
| 0.688779
|
normal
| 0
|
5.487246
| 2,764
| 13,499
| 3
| 2
| 3
| 1
| 0
| 2
| 1
| 328
| 19
| 0.017345
| 0.15522
|
u2r
| 1
|
235.624881
| 34,657
| 7,919
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 288
| 27
| 0.071798
| 0.337318
|
normal
| 0
|
17.050532
| 3,853,268
| 25,602
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 439
| 3
| 0.755215
| 0.642516
|
dos
| 1
|
83.052488
| 3,334
| 73,107
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 436
| 80
| 0.156617
| 0.948963
|
normal
| 0
|
2.961737
| 4,432,605
| 96,003
| 2
| 1
| 1
| 1
| 1
| 0
| 0
| 451
| 73
| 0.825596
| 0.685781
|
dos
| 1
|
509.098826
| 46,374
| 19,044
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 176
| 88
| 0.036673
| 0.443536
|
normal
| 0
|
348.3309
| 49,570
| 12,596
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 309
| 29
| 0.119056
| 0.195309
|
normal
| 0
|
126.529471
| 18,661
| 87,878
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 415
| 79
| 0.038838
| 0.980936
|
normal
| 0
|
15.458292
| 10,448
| 11,197
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 215
| 9
| 0.199387
| 0.319549
|
normal
| 0
|
2.906722
| 8,347,457
| 31,227
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 165
| 62
| 0.779785
| 0.559509
|
dos
| 1
|
174.421784
| 33,296
| 47,568
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 72
| 17
| 0.003965
| 0.356081
|
normal
| 0
|
183.848652
| 29,015
| 3,749
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 113
| 93
| 0.057851
| 0.158098
|
normal
| 0
|
0.893407
| 4,843,920
| 58,019
| 2
| 1
| 4
| 1
| 1
| 0
| 0
| 46
| 90
| 0.602866
| 0.655824
|
dos
| 1
|
32.83978
| 12,694
| 92,961
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 499
| 38
| 0.163932
| 0.929521
|
normal
| 0
|
102.114543
| 30,604
| 64,486
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 124
| 53
| 0.08103
| 0.246256
|
normal
| 0
|
38.016065
| 1,000
| 39,873
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 42
| 94
| 0.062253
| 0.478561
|
normal
| 0
|
59.901633
| 40,290
| 61,329
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 448
| 91
| 0.135804
| 0.79341
|
normal
| 0
|
48.197109
| 44,458
| 88,553
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 477
| 98
| 0.166527
| 0.100545
|
normal
| 0
|
3.265098
| 33,616
| 88,614
| 0
| 0
| 3
| 2
| 1
| 3
| 1
| 444
| 40
| 0.192101
| 0.761758
|
u2r
| 1
|
26.677852
| 4,389
| 30,184
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 304
| 78
| 0.173032
| 0.750589
|
normal
| 0
|
86.182836
| 40,399
| 21,778
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 126
| 69
| 0.142082
| 0.698811
|
normal
| 0
|
11.310991
| 47,048
| 4,703
| 2
| 1
| 18
| 2
| 0
| 0
| 0
| 161
| 63
| 0.074465
| 0.655695
|
probe
| 1
|
108.788339
| 30,941
| 48,983
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 217
| 68
| 0.104499
| 0.008091
|
normal
| 0
|
83.140548
| 10,703
| 600
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 176
| 33
| 0.110792
| 0.821133
|
normal
| 0
|
257.672832
| 33,895
| 25,240
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 386
| 98
| 0.107094
| 0.469559
|
normal
| 0
|
10.71534
| 12,536
| 47,947
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 389
| 30
| 0.194044
| 0.790225
|
normal
| 0
|
24.928329
| 44,192
| 47,346
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 398
| 50
| 0.155053
| 0.076216
|
normal
| 0
|
145.39223
| 34,008
| 93,893
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 163
| 23
| 0.012563
| 0.220204
|
normal
| 0
|
46.011166
| 48,911
| 22,557
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 398
| 15
| 0.120158
| 0.52088
|
normal
| 0
|
3.247484
| 2,697,079
| 10,231
| 1
| 0
| 4
| 0
| 0
| 0
| 0
| 487
| 61
| 0.957395
| 0.244432
|
dos
| 1
|
69.981186
| 41,297
| 4,576
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 275
| 70
| 0.070466
| 0.496825
|
normal
| 0
|
7.797357
| 29,933
| 11,982
| 2
| 2
| 2
| 10
| 1
| 0
| 0
| 336
| 94
| 0.027736
| 0.393265
|
r2l
| 1
|
4.58625
| 21,309
| 53,468
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 373
| 38
| 0.05761
| 0.130441
|
normal
| 0
|
34.477727
| 4,653
| 56,885
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 82
| 13
| 0.035134
| 0.059633
|
normal
| 0
|
165.769654
| 43,592
| 63,858
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 2
| 36
| 0.116581
| 0.413417
|
normal
| 0
|
29.527689
| 30,814
| 88,183
| 4
| 0
| 5
| 1
| 1
| 0
| 0
| 383
| 48
| 0.084957
| 0.345504
|
probe
| 1
|
3.602022
| 15,541
| 30,488
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 323
| 40
| 0.199169
| 0.476081
|
normal
| 0
|
33.121747
| 23,476
| 59,116
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 455
| 6
| 0.192278
| 0.309727
|
normal
| 0
|
30.769957
| 29,485
| 38,780
| 1
| 2
| 24
| 1
| 0
| 0
| 0
| 489
| 82
| 0.165336
| 0.668245
|
probe
| 1
|
22.234321
| 34,478
| 88,577
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 379
| 36
| 0.124639
| 0.868947
|
normal
| 0
|
8.29352
| 27,794
| 50,542
| 1
| 1
| 19
| 0
| 1
| 0
| 0
| 12
| 25
| 0.030838
| 0.671641
|
probe
| 1
|
112.879084
| 37,307
| 23,631
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 308
| 50
| 0.067222
| 0.935352
|
normal
| 0
|
20.37279
| 6,792,845
| 73,062
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 208
| 68
| 0.786427
| 0.616301
|
dos
| 1
|
14.956499
| 4,858
| 37,054
| 1
| 1
| 0
| 19
| 0
| 0
| 0
| 402
| 53
| 0.14817
| 0.110107
|
r2l
| 1
|
49.725277
| 27,870
| 46,715
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 126
| 62
| 0.145158
| 0.219088
|
normal
| 0
|
26.797541
| 15,407
| 59,061
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 419
| 24
| 0.152189
| 0.837019
|
normal
| 0
|
108.294465
| 33,113
| 83,877
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 56
| 89
| 0.187436
| 0.395591
|
normal
| 0
|
37.083474
| 9,569
| 59,003
| 4
| 1
| 26
| 2
| 1
| 0
| 0
| 288
| 22
| 0.082422
| 0.285775
|
probe
| 1
|
40.834109
| 15,001
| 19,472
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 74
| 1
| 0.025743
| 0.186842
|
normal
| 0
|
42.108328
| 6,942
| 92,190
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 161
| 68
| 0.173411
| 0.511668
|
normal
| 0
|
50.784724
| 7,158
| 60,288
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 144
| 27
| 0.198892
| 0.879804
|
normal
| 0
|
34.409521
| 10,620
| 62,597
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 343
| 38
| 0.139166
| 0.788082
|
normal
| 0
|
123.870714
| 30,886
| 70,725
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 158
| 33
| 0.053587
| 0.003423
|
normal
| 0
|
105.371083
| 48,880
| 67,363
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 174
| 7
| 0.087092
| 0.513489
|
normal
| 0
|
58.120813
| 1,656
| 43,399
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 328
| 6
| 0.080569
| 0.591459
|
normal
| 0
|
50.725646
| 35,090
| 25,692
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 65
| 13
| 0.124251
| 0.528137
|
normal
| 0
|
45.421102
| 29,986
| 67,541
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 457
| 94
| 0.147614
| 0.8745
|
normal
| 0
|
33.333282
| 8,596
| 94,231
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 353
| 14
| 0.069932
| 0.704153
|
normal
| 0
|
8.659865
| 3,724,305
| 6,590
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 464
| 84
| 0.79621
| 0.931674
|
dos
| 1
|
0.604176
| 25,468
| 98,471
| 2
| 1
| 23
| 0
| 1
| 0
| 0
| 260
| 55
| 0.104887
| 0.662093
|
probe
| 1
|
38.743073
| 49,246
| 80,641
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 490
| 13
| 0.162447
| 0.844906
|
normal
| 0
|
79.337424
| 26,713
| 79,123
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 115
| 2
| 0.175434
| 0.214014
|
normal
| 0
|
148.628492
| 35,834
| 75,728
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 263
| 43
| 0.171703
| 0.031078
|
normal
| 0
|
50.368806
| 14,184
| 74,016
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 94
| 94
| 0.121249
| 0.7913
|
normal
| 0
|
289.601194
| 11,008
| 82,957
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 323
| 27
| 0.045313
| 0.411685
|
normal
| 0
|
175.648864
| 27,496
| 62,943
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 182
| 53
| 0.127112
| 0.295087
|
normal
| 0
|
418.658143
| 45,706
| 92,597
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 199
| 7
| 0.130814
| 0.031154
|
normal
| 0
|
0.233335
| 44,102
| 71,734
| 4
| 0
| 11
| 1
| 1
| 0
| 0
| 346
| 55
| 0.078423
| 0.712427
|
probe
| 1
|
95.900501
| 4,102
| 77,092
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 360
| 22
| 0.113736
| 0.529422
|
normal
| 0
|
91.249616
| 1,460
| 86,743
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 408
| 56
| 0.10916
| 0.643207
|
normal
| 0
|
13.871753
| 9,345
| 75,859
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 122
| 80
| 0.000947
| 0.113978
|
normal
| 0
|
21.922486
| 49,691
| 3,973
| 4
| 0
| 17
| 0
| 0
| 0
| 0
| 208
| 37
| 0.124823
| 0.96788
|
probe
| 1
|
91.680801
| 4,453
| 42,144
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 418
| 43
| 0.017018
| 0.672646
|
normal
| 0
|
70.710839
| 17,266
| 78,719
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 498
| 54
| 0.072712
| 0.448369
|
normal
| 0
|
118.184241
| 35,478
| 43,313
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 318
| 55
| 0.091896
| 0.553645
|
normal
| 0
|
58.707304
| 10,106
| 30,171
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 456
| 51
| 0.148503
| 0.362337
|
normal
| 0
|
74.204264
| 333
| 58,826
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 240
| 84
| 0.037145
| 0.091264
|
normal
| 0
|
50.808323
| 26,749
| 77,395
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 313
| 59
| 0.188251
| 0.371127
|
normal
| 0
|
126.361982
| 10,723
| 45,765
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 159
| 21
| 0.012779
| 0.245822
|
normal
| 0
|
209.241307
| 15,995
| 98,503
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 85
| 77
| 0.011322
| 0.79308
|
normal
| 0
|
183.787633
| 20,972
| 16,338
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 267
| 53
| 0.02941
| 0.744624
|
normal
| 0
|
18.122726
| 7,826,425
| 24,910
| 2
| 1
| 4
| 0
| 1
| 0
| 0
| 30
| 51
| 0.760128
| 0.713667
|
dos
| 1
|
1.388364
| 2,884
| 19,797
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 478
| 46
| 0.117157
| 0.010914
|
normal
| 0
|
4.310315
| 9,813,823
| 16,562
| 3
| 0
| 4
| 0
| 1
| 0
| 0
| 499
| 63
| 0.538017
| 0.636638
|
dos
| 1
|
32.141222
| 1,451
| 25,025
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 395
| 99
| 0.142719
| 0.38561
|
normal
| 0
|
218.902378
| 305
| 67,260
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 115
| 50
| 0.037004
| 0.94933
|
normal
| 0
|
21.936084
| 16,668
| 99,483
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 180
| 49
| 0.177052
| 0.966066
|
normal
| 0
|
57.918611
| 23,229
| 21,219
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 230
| 18
| 0.033553
| 0.584988
|
normal
| 0
|
6.223643
| 133,563
| 17,251
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 76
| 24
| 0.739747
| 0.739606
|
dos
| 1
|
6.891355
| 38,370
| 99,281
| 0
| 2
| 0
| 1
| 0
| 9
| 0
| 474
| 16
| 0.1041
| 0.856432
|
u2r
| 1
|
53.772064
| 43,852
| 98,298
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 106
| 95
| 0.121759
| 0.491612
|
normal
| 0
|
113.514306
| 12,786
| 13,522
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 190
| 93
| 0.047604
| 0.511555
|
normal
| 0
|
79.617599
| 48,110
| 20,024
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 412
| 65
| 0.113402
| 0.756529
|
normal
| 0
|
32.259974
| 2,829
| 41,625
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 457
| 34
| 0.074309
| 0.905332
|
normal
| 0
|
103.938944
| 16,797
| 43,032
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 202
| 29
| 0.136326
| 0.913297
|
normal
| 0
|
22.846655
| 41,287
| 76,251
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 271
| 15
| 0.086415
| 0.861541
|
normal
| 0
|
6.481124
| 39,669
| 37,065
| 4
| 1
| 4
| 8
| 1
| 0
| 0
| 416
| 1
| 0.007012
| 0.163077
|
r2l
| 1
|
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