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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.864058
| 2,987,290
| 67,799
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 368
| 20
| 0.936948
| 0.031277
|
dos
| 1
|
157.496684
| 4,849
| 70,290
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 314
| 72
| 0.132972
| 0.348043
|
normal
| 0
|
67.100593
| 5,145
| 36,631
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 58
| 38
| 0.085036
| 0.966596
|
normal
| 0
|
131.508569
| 33,715
| 7,400
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 1
| 25
| 0.085262
| 0.194836
|
normal
| 0
|
24.125237
| 26,171
| 65,004
| 3
| 0
| 3
| 8
| 1
| 0
| 0
| 238
| 68
| 0.122851
| 0.497174
|
r2l
| 1
|
42.639348
| 34,263
| 28,820
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 461
| 29
| 0.035762
| 0.689302
|
normal
| 0
|
184.111527
| 23,058
| 22,864
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 473
| 47
| 0.031602
| 0.013188
|
normal
| 0
|
3.594044
| 17,022
| 36,295
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 395
| 58
| 0.004228
| 0.184014
|
normal
| 0
|
367.841232
| 28,095
| 5,598
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 433
| 3
| 0.056047
| 0.433076
|
normal
| 0
|
104.463434
| 30,277
| 39,418
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 411
| 31
| 0.011837
| 0.311929
|
normal
| 0
|
56.648526
| 30,526
| 77,074
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 370
| 74
| 0.185941
| 0.353384
|
normal
| 0
|
11.384196
| 14,213
| 35,786
| 1
| 0
| 19
| 0
| 1
| 0
| 0
| 209
| 12
| 0.02624
| 0.186025
|
probe
| 1
|
13.095294
| 10,486
| 9,396
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 86
| 67
| 0.058223
| 0.852285
|
normal
| 0
|
3.767018
| 9,580,597
| 31,725
| 4
| 2
| 3
| 2
| 1
| 0
| 0
| 184
| 48
| 0.589335
| 0.421829
|
dos
| 1
|
11.526768
| 25,345
| 93,988
| 0
| 0
| 2
| 2
| 1
| 6
| 1
| 157
| 9
| 0.107015
| 0.523917
|
u2r
| 1
|
26.823171
| 18,367
| 22,299
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 246
| 78
| 0.028788
| 0.67857
|
normal
| 0
|
128.113502
| 8,431
| 48,598
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 239
| 14
| 0.160816
| 0.944673
|
normal
| 0
|
57.087889
| 10,960
| 43,211
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 486
| 19
| 0.025637
| 0.694835
|
normal
| 0
|
105.687019
| 11,210
| 20,943
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 460
| 17
| 0.181651
| 0.916492
|
normal
| 0
|
22.927132
| 20,643
| 50,125
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 423
| 37
| 0.16035
| 0.802804
|
normal
| 0
|
5.651111
| 42,354
| 12,614
| 1
| 1
| 24
| 2
| 1
| 0
| 0
| 189
| 86
| 0.130525
| 0.700365
|
probe
| 1
|
34.8511
| 8,216,381
| 53,160
| 4
| 1
| 2
| 1
| 0
| 0
| 0
| 428
| 21
| 0.80583
| 0.63398
|
dos
| 1
|
21.726977
| 11,174
| 8,226
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 236
| 31
| 0.043426
| 0.653666
|
normal
| 0
|
101.182476
| 29,802
| 38,765
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 489
| 12
| 0.035219
| 0.876611
|
normal
| 0
|
2.243618
| 8,194,565
| 48,343
| 2
| 2
| 4
| 2
| 0
| 0
| 0
| 245
| 59
| 0.546694
| 0.606317
|
dos
| 1
|
15.610008
| 11,364
| 8,192
| 3
| 1
| 3
| 10
| 1
| 0
| 0
| 202
| 55
| 0.157846
| 0.850909
|
r2l
| 1
|
15.311028
| 7,793,201
| 57,037
| 2
| 0
| 4
| 1
| 1
| 0
| 0
| 109
| 98
| 0.679522
| 0.928716
|
dos
| 1
|
69.763317
| 21,447
| 35,283
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 416
| 78
| 0.105918
| 0.569109
|
normal
| 0
|
1.707571
| 21,605
| 72,283
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 140
| 82
| 0.135483
| 0.221671
|
normal
| 0
|
230.355368
| 35,450
| 96,706
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 450
| 42
| 0.07974
| 0.625887
|
normal
| 0
|
175.434131
| 16,842
| 59,994
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 48
| 10
| 0.183266
| 0.961803
|
normal
| 0
|
19.136353
| 1,600
| 38,531
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 450
| 96
| 0.07469
| 0.110601
|
normal
| 0
|
53.319595
| 40,987
| 6,400
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 128
| 23
| 0.086964
| 0.881976
|
normal
| 0
|
147.20657
| 30,217
| 18,324
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 115
| 38
| 0.070688
| 0.871231
|
normal
| 0
|
391.514364
| 914
| 7,010
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 19
| 10
| 0.178523
| 0.093746
|
normal
| 0
|
301.873577
| 41,655
| 90,203
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 488
| 18
| 0.038209
| 0.301318
|
normal
| 0
|
229.619753
| 14,639
| 53,841
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 182
| 4
| 0.061331
| 0.859982
|
normal
| 0
|
17.241942
| 37,934
| 39,283
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 499
| 67
| 0.156711
| 0.61127
|
normal
| 0
|
245.894779
| 11,287
| 39,804
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 36
| 29
| 0.077899
| 0.341263
|
normal
| 0
|
210.738773
| 6,186
| 20,275
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 238
| 76
| 0.080219
| 0.801955
|
normal
| 0
|
10.780204
| 2,731,389
| 53,245
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 70
| 70
| 0.720729
| 0.003632
|
dos
| 1
|
50.173803
| 11,610
| 27,133
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 271
| 24
| 0.076311
| 0.187503
|
normal
| 0
|
61.601749
| 14,229
| 26,452
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 262
| 92
| 0.154295
| 0.513577
|
normal
| 0
|
106.762431
| 34,932
| 3,663
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 171
| 37
| 0.147513
| 0.494728
|
normal
| 0
|
6.292328
| 14,300
| 61,239
| 2
| 1
| 3
| 13
| 1
| 0
| 0
| 386
| 52
| 0.145312
| 0.981549
|
r2l
| 1
|
2.321584
| 26,213
| 5,081
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 230
| 96
| 0.184454
| 0.287484
|
normal
| 0
|
15.225359
| 40,232
| 81,766
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 57
| 19
| 0.185607
| 0.066403
|
normal
| 0
|
58.002549
| 30,241
| 89,594
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 40
| 41
| 0.082911
| 0.336064
|
normal
| 0
|
33.128929
| 34,232
| 46,024
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 77
| 69
| 0.095001
| 0.153658
|
normal
| 0
|
144.611469
| 43,888
| 44,374
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 214
| 4
| 0.152917
| 0.742563
|
normal
| 0
|
11.282169
| 16,750
| 33,729
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 397
| 30
| 0.028601
| 0.357215
|
normal
| 0
|
19.30509
| 13,508
| 88,002
| 3
| 1
| 9
| 2
| 0
| 0
| 0
| 358
| 27
| 0.049184
| 0.766509
|
probe
| 1
|
225.691579
| 13,694
| 69,910
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 444
| 34
| 0.194098
| 0.365319
|
normal
| 0
|
3.962947
| 42,330
| 92,933
| 4
| 0
| 13
| 2
| 0
| 0
| 0
| 334
| 70
| 0.060505
| 0.351825
|
probe
| 1
|
7.702891
| 468,549
| 19,965
| 3
| 2
| 4
| 1
| 0
| 0
| 0
| 126
| 47
| 0.669777
| 0.039122
|
dos
| 1
|
11.316867
| 37,749
| 12,718
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 440
| 15
| 0.036225
| 0.293888
|
normal
| 0
|
16.668354
| 32,312
| 59,833
| 1
| 0
| 16
| 2
| 1
| 0
| 0
| 298
| 21
| 0.112862
| 0.020902
|
probe
| 1
|
14.087874
| 167
| 70,916
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 252
| 98
| 0.16669
| 0.24296
|
normal
| 0
|
439.809039
| 16,672
| 48,972
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 310
| 30
| 0.191121
| 0.194833
|
normal
| 0
|
40.502284
| 45,763
| 61,175
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 398
| 5
| 0.083864
| 0.201396
|
normal
| 0
|
88.027356
| 49,934
| 28,108
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 465
| 14
| 0.178039
| 0.947888
|
normal
| 0
|
151.137269
| 13,332
| 32,338
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 302
| 24
| 0.091688
| 0.010242
|
normal
| 0
|
253.34595
| 11,246
| 67,848
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 468
| 36
| 0.165458
| 0.120299
|
normal
| 0
|
140.873519
| 36,006
| 23,042
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 3
| 15
| 0.04331
| 0.952057
|
normal
| 0
|
112.240443
| 46,102
| 68,028
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 106
| 49
| 0.09842
| 0.082286
|
normal
| 0
|
62.732532
| 42,391
| 2,270
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 57
| 88
| 0.166435
| 0.275807
|
normal
| 0
|
92.988302
| 3,290
| 31,481
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 27
| 92
| 0.108624
| 0.884628
|
normal
| 0
|
9.889679
| 33,720
| 73,143
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 197
| 24
| 0.113587
| 0.642596
|
normal
| 0
|
215.349757
| 16,142
| 62,246
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 181
| 87
| 0.128108
| 0.768623
|
normal
| 0
|
18.381531
| 4,001,186
| 8,460
| 3
| 2
| 0
| 0
| 1
| 0
| 0
| 123
| 7
| 0.731256
| 0.416623
|
dos
| 1
|
4.096268
| 29,745
| 89,128
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 27
| 74
| 0.005239
| 0.594728
|
normal
| 0
|
5.051895
| 4,338,664
| 27,274
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 165
| 59
| 0.684882
| 0.592569
|
dos
| 1
|
67.197681
| 27,734
| 22,568
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 120
| 45
| 0.080114
| 0.548307
|
normal
| 0
|
202.942654
| 25,432
| 44,362
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 89
| 33
| 0.143545
| 0.354812
|
normal
| 0
|
194.412742
| 45,056
| 20,461
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 390
| 73
| 0.023689
| 0.13173
|
normal
| 0
|
169.147036
| 42,367
| 5,294
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 322
| 85
| 0.125408
| 0.749379
|
normal
| 0
|
6.336909
| 14,030
| 24,000
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 485
| 93
| 0.050558
| 0.25524
|
normal
| 0
|
12.5417
| 9,932,939
| 17,186
| 1
| 2
| 0
| 0
| 0
| 0
| 0
| 168
| 49
| 0.527937
| 0.83177
|
dos
| 1
|
208.383415
| 2,695
| 88,386
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 335
| 58
| 0.116596
| 0.282518
|
normal
| 0
|
23.113019
| 9,925,878
| 66,839
| 4
| 1
| 3
| 1
| 0
| 0
| 0
| 330
| 64
| 0.891456
| 0.081185
|
dos
| 1
|
3.753418
| 3,133,245
| 70,749
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 214
| 29
| 0.532287
| 0.330446
|
dos
| 1
|
8.536963
| 22,383
| 39,775
| 4
| 1
| 17
| 2
| 1
| 0
| 0
| 458
| 70
| 0.095387
| 0.591463
|
probe
| 1
|
6.946589
| 8,775
| 11,120
| 3
| 1
| 24
| 2
| 0
| 0
| 0
| 179
| 4
| 0.165242
| 0.842065
|
probe
| 1
|
345.493963
| 21,167
| 14,675
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 36
| 83
| 0.042735
| 0.391513
|
normal
| 0
|
23.9703
| 23,931
| 62,668
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 286
| 49
| 0.051007
| 0.110283
|
normal
| 0
|
21.187822
| 24,484
| 94,775
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 214
| 43
| 0.057853
| 0.070804
|
normal
| 0
|
108.095599
| 40,627
| 58,086
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 258
| 75
| 0.101015
| 0.470295
|
normal
| 0
|
27.818637
| 28,664
| 30,979
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 354
| 19
| 0.137337
| 0.7181
|
normal
| 0
|
31.824541
| 4,779,177
| 80,603
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 284
| 54
| 0.558827
| 0.538443
|
dos
| 1
|
1.096691
| 16,765
| 96,935
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 452
| 71
| 0.127325
| 0.094202
|
normal
| 0
|
0.576988
| 41,689
| 90,794
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 60
| 43
| 0.063611
| 0.202037
|
normal
| 0
|
70.294866
| 35,334
| 3,058
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 435
| 84
| 0.037783
| 0.001179
|
normal
| 0
|
66.955265
| 28,994
| 1,849
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 497
| 7
| 0.160269
| 0.835026
|
normal
| 0
|
17.836622
| 37,043
| 98,109
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 277
| 12
| 0.114623
| 0.084727
|
normal
| 0
|
17.572477
| 37,789
| 24,200
| 0
| 2
| 23
| 1
| 1
| 0
| 0
| 109
| 15
| 0.074848
| 0.587207
|
probe
| 1
|
53.045215
| 43,789
| 99,605
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 81
| 45
| 0.099508
| 0.3731
|
normal
| 0
|
221.027509
| 39,424
| 26,371
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 297
| 80
| 0.073583
| 0.254356
|
normal
| 0
|
0.9297
| 28,140
| 25,471
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 84
| 74
| 0.163068
| 0.866934
|
normal
| 0
|
374.100699
| 3,036
| 95,139
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 316
| 43
| 0.132437
| 0.603988
|
normal
| 0
|
97.921127
| 26,027
| 25,056
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 182
| 80
| 0.031095
| 0.375398
|
normal
| 0
|
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