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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57.679429
| 48,995
| 48,962
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 426
| 79
| 0.01388
| 0.574421
|
normal
| 0
|
8.473445
| 45,848
| 91,205
| 4
| 2
| 2
| 3
| 1
| 0
| 0
| 148
| 61
| 0.181602
| 0.586121
|
r2l
| 1
|
34.867894
| 46,407
| 88,044
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 437
| 41
| 0.186659
| 0.476466
|
normal
| 0
|
36.028444
| 35,933
| 74,211
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 487
| 91
| 0.029879
| 0.611073
|
normal
| 0
|
55.247522
| 8,054
| 43,817
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 133
| 72
| 0.161421
| 0.372218
|
normal
| 0
|
37.708994
| 35,101
| 4,923
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 169
| 68
| 0.008293
| 0.701627
|
normal
| 0
|
246.901263
| 14,264
| 94,034
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 78
| 47
| 0.103968
| 0.928521
|
normal
| 0
|
4.286008
| 48,438
| 26,799
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 331
| 96
| 0.116643
| 0.775337
|
normal
| 0
|
26.731772
| 42,844
| 49,079
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 182
| 84
| 0.121754
| 0.413634
|
normal
| 0
|
165.314321
| 49,123
| 98,390
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 116
| 94
| 0.18346
| 0.441326
|
normal
| 0
|
179.551526
| 5,728
| 99,947
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 486
| 7
| 0.161999
| 0.500436
|
normal
| 0
|
34.162315
| 37,036
| 74,446
| 1
| 0
| 2
| 2
| 0
| 1
| 0
| 250
| 69
| 0.079924
| 0.002762
|
u2r
| 1
|
364.06018
| 20,496
| 63,197
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 131
| 62
| 0.101341
| 0.544808
|
normal
| 0
|
118.206406
| 6,408
| 86,752
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 486
| 43
| 0.123033
| 0.697055
|
normal
| 0
|
31.82692
| 35,182
| 2,229
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 153
| 42
| 0.177415
| 0.026152
|
normal
| 0
|
60.887564
| 9,755
| 35,237
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 355
| 18
| 0.023668
| 0.171655
|
normal
| 0
|
2.449787
| 4,900,778
| 39,364
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 273
| 52
| 0.549073
| 0.271783
|
dos
| 1
|
16.254511
| 3,014
| 67,784
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 489
| 88
| 0.026254
| 0.851878
|
normal
| 0
|
12.339411
| 1,103,658
| 16,966
| 1
| 1
| 1
| 2
| 1
| 0
| 0
| 163
| 98
| 0.586001
| 0.999227
|
dos
| 1
|
86.771949
| 44,432
| 33,640
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 460
| 65
| 0.141106
| 0.858713
|
normal
| 0
|
174.852583
| 42,401
| 63,989
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 232
| 57
| 0.079137
| 0.051555
|
normal
| 0
|
45.181654
| 20,418
| 35,151
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 25
| 23
| 0.136406
| 0.986485
|
normal
| 0
|
42.755972
| 2,801
| 24,548
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 66
| 28
| 0.077755
| 0.584739
|
normal
| 0
|
63.111311
| 4,144
| 26,068
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 28
| 26
| 0.153025
| 0.190045
|
normal
| 0
|
103.438644
| 49,285
| 13,887
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 308
| 4
| 0.137309
| 0.519121
|
normal
| 0
|
139.27804
| 35,013
| 45,196
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 213
| 98
| 0.019727
| 0.746389
|
normal
| 0
|
39.571208
| 7,587
| 72,433
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 452
| 30
| 0.055237
| 0.689104
|
normal
| 0
|
4.685738
| 13,097
| 44,278
| 4
| 2
| 1
| 1
| 0
| 4
| 0
| 196
| 53
| 0.087755
| 0.496934
|
u2r
| 1
|
49.324907
| 48,662
| 1,094
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 275
| 16
| 0.123121
| 0.489898
|
normal
| 0
|
126.018996
| 49,656
| 70,023
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 268
| 18
| 0.114738
| 0.829684
|
normal
| 0
|
17.993431
| 37,579
| 14,314
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 155
| 96
| 0.084894
| 0.943659
|
normal
| 0
|
29.695812
| 34,792
| 51,447
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 272
| 13
| 0.028831
| 0.628203
|
normal
| 0
|
55.523115
| 24,105
| 42,088
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 77
| 59
| 0.091632
| 0.816399
|
normal
| 0
|
14.507829
| 6,123
| 15,269
| 4
| 0
| 11
| 2
| 0
| 0
| 0
| 418
| 17
| 0.195741
| 0.607226
|
probe
| 1
|
13.462855
| 35,770
| 21,555
| 4
| 2
| 1
| 6
| 1
| 0
| 0
| 236
| 60
| 0.075922
| 0.098439
|
r2l
| 1
|
336.378944
| 42,657
| 18,689
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 333
| 52
| 0.181084
| 0.74544
|
normal
| 0
|
10.900904
| 15,847
| 21,988
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 205
| 78
| 0.092667
| 0.594807
|
normal
| 0
|
61.651103
| 48,370
| 90,517
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 120
| 65
| 0.004727
| 0.562682
|
normal
| 0
|
54.313969
| 17,729
| 99,958
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 93
| 39
| 0.16093
| 0.035633
|
normal
| 0
|
91.680631
| 8,731
| 86,901
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 403
| 39
| 0.08969
| 0.672026
|
normal
| 0
|
167.112508
| 29,303
| 58,931
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 10
| 51
| 0.185201
| 0.99464
|
normal
| 0
|
184.167283
| 46,459
| 88,430
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 146
| 83
| 0.1363
| 0.459191
|
normal
| 0
|
110.925252
| 43,884
| 92,166
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 440
| 33
| 0.187062
| 0.385007
|
normal
| 0
|
102.592806
| 49,367
| 94,208
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 8
| 12
| 0.171128
| 0.703854
|
normal
| 0
|
297.650907
| 20,984
| 78,162
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 437
| 10
| 0.029736
| 0.563321
|
normal
| 0
|
48.400098
| 33,164
| 77,497
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 304
| 93
| 0.162804
| 0.258497
|
normal
| 0
|
178.846479
| 40,560
| 6,769
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 98
| 91
| 0.133162
| 0.725729
|
normal
| 0
|
5.834458
| 19,432
| 40,641
| 1
| 2
| 27
| 2
| 0
| 0
| 0
| 250
| 97
| 0.04761
| 0.886718
|
probe
| 1
|
67.636724
| 8,227
| 34,870
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 456
| 16
| 0.159543
| 0.547728
|
normal
| 0
|
5.977635
| 1,474,288
| 31,348
| 1
| 2
| 0
| 1
| 0
| 0
| 0
| 334
| 60
| 0.894939
| 0.79139
|
dos
| 1
|
47.324063
| 22,961
| 3,852
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 292
| 84
| 0.008236
| 0.239105
|
normal
| 0
|
17.301977
| 24,405
| 58,139
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 91
| 14
| 0.021483
| 0.306042
|
normal
| 0
|
88.310715
| 17,578
| 64,781
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 380
| 78
| 0.059949
| 0.132163
|
normal
| 0
|
21.874281
| 46,121
| 59,663
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 107
| 14
| 0.067515
| 0.267429
|
normal
| 0
|
20.489676
| 30,878
| 84,824
| 4
| 0
| 0
| 13
| 0
| 0
| 0
| 117
| 76
| 0.126651
| 0.088507
|
r2l
| 1
|
206.261836
| 29,487
| 1,453
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 57
| 20
| 0.117555
| 0.347379
|
normal
| 0
|
8.994461
| 5,201
| 90,990
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 342
| 70
| 0.176908
| 0.603151
|
normal
| 0
|
3.090109
| 1,174
| 94,584
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 47
| 30
| 0.081007
| 0.681563
|
normal
| 0
|
6.325246
| 16,499
| 57,730
| 2
| 2
| 4
| 17
| 0
| 0
| 0
| 68
| 37
| 0.115759
| 0.736428
|
r2l
| 1
|
40.206289
| 34,395
| 51,586
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 410
| 17
| 0.152442
| 0.579273
|
normal
| 0
|
1.371436
| 32,579
| 31,912
| 2
| 1
| 1
| 12
| 0
| 0
| 0
| 14
| 62
| 0.180205
| 0.913614
|
r2l
| 1
|
16.385363
| 3,299
| 42,140
| 4
| 2
| 13
| 1
| 1
| 0
| 0
| 136
| 31
| 0.05611
| 0.191218
|
probe
| 1
|
9.060353
| 11,533
| 86,439
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 431
| 85
| 0.191574
| 0.286834
|
normal
| 0
|
1.454675
| 9,896,530
| 33,554
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 476
| 6
| 0.503311
| 0.27556
|
dos
| 1
|
4.684039
| 40,668
| 78,100
| 2
| 1
| 0
| 0
| 0
| 5
| 1
| 33
| 75
| 0.117365
| 0.37818
|
u2r
| 1
|
24.564298
| 44,096
| 68,755
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 86
| 44
| 0.100042
| 0.470314
|
normal
| 0
|
55.526351
| 13,591
| 15,195
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 462
| 96
| 0.16164
| 0.786888
|
normal
| 0
|
357.290416
| 11,077
| 7,258
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 265
| 26
| 0.080378
| 0.108087
|
normal
| 0
|
175.309227
| 34,860
| 72,235
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 280
| 68
| 0.010324
| 0.135933
|
normal
| 0
|
11.421163
| 39,339
| 34,541
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 32
| 73
| 0.061351
| 0.811645
|
normal
| 0
|
71.033206
| 5,922
| 93,297
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 203
| 66
| 0.059934
| 0.209283
|
normal
| 0
|
130.962605
| 22,928
| 18,426
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 166
| 57
| 0.069376
| 0.126136
|
normal
| 0
|
119.862972
| 40,286
| 58,968
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 463
| 26
| 0.036316
| 0.465816
|
normal
| 0
|
143.063024
| 12,905
| 56,321
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 488
| 92
| 0.001263
| 0.986779
|
normal
| 0
|
23.575789
| 39,273
| 44,532
| 4
| 0
| 21
| 0
| 0
| 0
| 0
| 304
| 27
| 0.108797
| 0.912437
|
probe
| 1
|
8.584592
| 7,934,926
| 14,506
| 3
| 2
| 1
| 1
| 1
| 0
| 0
| 242
| 73
| 0.920407
| 0.696891
|
dos
| 1
|
62.525014
| 4,389
| 56,760
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 262
| 43
| 0.093495
| 0.530832
|
normal
| 0
|
104.380384
| 25,763
| 15,959
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 18
| 98
| 0.025917
| 0.052081
|
normal
| 0
|
93.800501
| 13,705
| 58,592
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 191
| 27
| 0.000965
| 0.255033
|
normal
| 0
|
8.578107
| 45,096
| 20,626
| 2
| 2
| 0
| 8
| 1
| 0
| 0
| 190
| 5
| 0.010663
| 0.653089
|
r2l
| 1
|
6.715788
| 8,517
| 34,393
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 200
| 54
| 0.17866
| 0.694582
|
normal
| 0
|
335.980109
| 8,736
| 99,775
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 482
| 43
| 0.143016
| 0.891726
|
normal
| 0
|
21.361471
| 10,673
| 54,701
| 3
| 2
| 28
| 0
| 0
| 0
| 0
| 38
| 9
| 0.031831
| 0.294727
|
probe
| 1
|
13.846409
| 12,333
| 61,096
| 1
| 0
| 0
| 17
| 0
| 0
| 0
| 256
| 6
| 0.059998
| 0.193973
|
r2l
| 1
|
7.707749
| 8,812,704
| 17,730
| 2
| 1
| 3
| 0
| 1
| 0
| 0
| 281
| 28
| 0.891054
| 0.388024
|
dos
| 1
|
6.200079
| 9,460,863
| 9,306
| 3
| 0
| 1
| 0
| 1
| 0
| 0
| 139
| 7
| 0.798608
| 0.596469
|
dos
| 1
|
20.023894
| 45,652
| 13
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 413
| 83
| 0.033136
| 0.005727
|
normal
| 0
|
62.966994
| 44,714
| 25,747
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 411
| 49
| 0.084748
| 0.305645
|
normal
| 0
|
84.153112
| 3,703
| 34,594
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 389
| 92
| 0.197385
| 0.595453
|
normal
| 0
|
60.287989
| 26,158
| 28,118
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 191
| 27
| 0.066906
| 0.878897
|
normal
| 0
|
21.393573
| 7,781,206
| 90,520
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 393
| 16
| 0.771779
| 0.185881
|
dos
| 1
|
33.505226
| 48,218
| 29,055
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 484
| 91
| 0.020286
| 0.547201
|
normal
| 0
|
108.273548
| 8,536
| 87,427
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 151
| 18
| 0.097315
| 0.630585
|
normal
| 0
|
10.4119
| 43,171
| 2,561
| 4
| 1
| 1
| 9
| 1
| 0
| 0
| 13
| 1
| 0.151705
| 0.645396
|
r2l
| 1
|
49.805001
| 4,148
| 11,841
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 228
| 44
| 0.092287
| 0.42646
|
normal
| 0
|
22.002712
| 17,288
| 34,670
| 3
| 2
| 4
| 19
| 1
| 0
| 0
| 124
| 73
| 0.187738
| 0.355415
|
r2l
| 1
|
45.624251
| 24,527
| 11,350
| 3
| 0
| 3
| 2
| 0
| 5
| 1
| 251
| 77
| 0.142951
| 0.145741
|
u2r
| 1
|
89.103985
| 1,860
| 41,364
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 379
| 18
| 0.096133
| 0.234217
|
normal
| 0
|
16.657069
| 30,061
| 54,872
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 40
| 16
| 0.07653
| 0.245516
|
normal
| 0
|
10.836691
| 39,173
| 50,010
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 213
| 20
| 0.137439
| 0.697012
|
normal
| 0
|
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