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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
86.371477
| 5,044
| 23,262
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 447
| 68
| 0.073468
| 0.166116
|
normal
| 0
|
104.682476
| 7,064
| 36,061
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 429
| 50
| 0.138013
| 0.617172
|
normal
| 0
|
149.876717
| 8,687
| 66,575
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 197
| 73
| 0.085509
| 0.708272
|
normal
| 0
|
30.019302
| 11,231
| 53,020
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 496
| 51
| 0.14256
| 0.812866
|
normal
| 0
|
0.917232
| 45,544
| 75,717
| 2
| 2
| 10
| 0
| 1
| 0
| 0
| 375
| 8
| 0.141812
| 0.830874
|
probe
| 1
|
54.121636
| 11,623
| 2,765
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 155
| 3
| 0.169606
| 0.292335
|
normal
| 0
|
3.869354
| 8,138,363
| 92,617
| 3
| 1
| 1
| 0
| 1
| 0
| 0
| 423
| 97
| 0.896057
| 0.530916
|
dos
| 1
|
43.096459
| 23,861
| 66,147
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 464
| 68
| 0.167636
| 0.888329
|
normal
| 0
|
28.253681
| 42,594
| 10,775
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 302
| 24
| 0.047875
| 0.706979
|
normal
| 0
|
25.969552
| 41,104
| 97,892
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 322
| 54
| 0.074719
| 0.703882
|
normal
| 0
|
33.207042
| 47,607
| 39,469
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 189
| 66
| 0.172578
| 0.222744
|
normal
| 0
|
1.080777
| 31,128
| 61,679
| 2
| 0
| 10
| 0
| 0
| 0
| 0
| 106
| 54
| 0.145141
| 0.742659
|
probe
| 1
|
110.172239
| 34,732
| 36,839
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 299
| 39
| 0.048924
| 0.99137
|
normal
| 0
|
86.748094
| 10,566
| 58,008
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 231
| 1
| 0.057484
| 0.130172
|
normal
| 0
|
104.538027
| 20,928
| 85,034
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 133
| 84
| 0.079956
| 0.105665
|
normal
| 0
|
18.481166
| 26,836
| 17,974
| 4
| 1
| 3
| 19
| 0
| 0
| 0
| 251
| 25
| 0.023902
| 0.904628
|
r2l
| 1
|
146.851752
| 26,999
| 18,752
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 139
| 94
| 0.165676
| 0.738125
|
normal
| 0
|
13.881245
| 3,533
| 46,747
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 381
| 37
| 0.033986
| 0.47256
|
normal
| 0
|
84.661708
| 29,497
| 31,528
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 450
| 56
| 0.176009
| 0.292959
|
normal
| 0
|
32.220861
| 47,290
| 86,428
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 241
| 59
| 0.073211
| 0.211161
|
normal
| 0
|
74.995015
| 41,863
| 58,271
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 223
| 10
| 0.004236
| 0.293918
|
normal
| 0
|
4.381971
| 18,553
| 94,241
| 0
| 0
| 28
| 2
| 1
| 0
| 0
| 257
| 11
| 0.072088
| 0.998671
|
probe
| 1
|
156.30877
| 12,772
| 6,893
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 464
| 13
| 0.083206
| 0.133215
|
normal
| 0
|
221.890445
| 5,240
| 28,851
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 289
| 77
| 0.011989
| 0.360751
|
normal
| 0
|
135.705104
| 14,099
| 67,390
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 146
| 99
| 0.07233
| 0.832655
|
normal
| 0
|
19.307967
| 13,878
| 50,841
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 348
| 80
| 0.101442
| 0.703911
|
normal
| 0
|
32.140005
| 17,963
| 49,868
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 418
| 35
| 0.190191
| 0.145614
|
normal
| 0
|
3.039387
| 15,208
| 38,155
| 4
| 1
| 2
| 0
| 1
| 4
| 1
| 240
| 49
| 0.047351
| 0.896062
|
u2r
| 1
|
23.949988
| 7,646,752
| 24,085
| 3
| 1
| 1
| 2
| 0
| 0
| 0
| 151
| 54
| 0.630614
| 0.636918
|
dos
| 1
|
29.991048
| 27,611
| 86,327
| 1
| 1
| 15
| 0
| 0
| 0
| 0
| 120
| 51
| 0.007008
| 0.977557
|
probe
| 1
|
3.13552
| 2,173,908
| 36,869
| 4
| 1
| 1
| 0
| 1
| 0
| 0
| 58
| 14
| 0.993572
| 0.482275
|
dos
| 1
|
303.187068
| 37,184
| 68,131
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 97
| 65
| 0.111788
| 0.949576
|
normal
| 0
|
260.01692
| 43,072
| 8,829
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 139
| 4
| 0.192222
| 0.44936
|
normal
| 0
|
108.036054
| 37,554
| 29,129
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 41
| 65
| 0.192336
| 0.434076
|
normal
| 0
|
0.886624
| 37,776
| 26,340
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 242
| 31
| 0.071352
| 0.901036
|
normal
| 0
|
51.138358
| 3,330
| 22,202
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 162
| 65
| 0.007429
| 0.715803
|
normal
| 0
|
242.176431
| 24,818
| 68,154
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 452
| 94
| 0.057101
| 0.278142
|
normal
| 0
|
216.378265
| 34,717
| 3,551
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 55
| 34
| 0.121167
| 0.282442
|
normal
| 0
|
4.440691
| 4,120
| 26,691
| 0
| 2
| 24
| 1
| 1
| 0
| 0
| 60
| 57
| 0.152428
| 0.24048
|
probe
| 1
|
1.835657
| 3,747,882
| 24,371
| 3
| 1
| 4
| 1
| 1
| 0
| 0
| 15
| 9
| 0.551116
| 0.678627
|
dos
| 1
|
0.964719
| 16,934
| 49,271
| 2
| 2
| 0
| 18
| 1
| 0
| 0
| 19
| 13
| 0.189979
| 0.023648
|
r2l
| 1
|
86.246056
| 1,359
| 95,564
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 284
| 12
| 0.093991
| 0.595089
|
normal
| 0
|
187.927505
| 9,295
| 50,026
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 28
| 73
| 0.045018
| 0.951177
|
normal
| 0
|
175.196614
| 4,877
| 19,378
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 331
| 30
| 0.158254
| 0.047042
|
normal
| 0
|
238.035213
| 40,443
| 14,681
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 71
| 51
| 0.000144
| 0.3226
|
normal
| 0
|
12.467993
| 30,089
| 60,660
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 229
| 88
| 0.102755
| 0.548106
|
normal
| 0
|
15.690547
| 28,027
| 85,571
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 373
| 57
| 0.010998
| 0.752558
|
normal
| 0
|
8.643957
| 18,480
| 54,937
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 338
| 63
| 0.047667
| 0.671825
|
normal
| 0
|
273.75126
| 28,350
| 99,624
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 373
| 16
| 0.198889
| 0.881911
|
normal
| 0
|
64.466637
| 44,548
| 9,930
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 271
| 4
| 0.167117
| 0.254436
|
normal
| 0
|
6.648739
| 47,350
| 95,876
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 338
| 94
| 0.197449
| 0.815263
|
normal
| 0
|
38.791487
| 37,756
| 91,045
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 10
| 20
| 0.073402
| 0.222238
|
normal
| 0
|
43.295858
| 23,620
| 2,675
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 284
| 90
| 0.020043
| 0.323986
|
normal
| 0
|
165.841717
| 11,324
| 81,887
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 140
| 97
| 0.187421
| 0.247548
|
normal
| 0
|
132.982667
| 17,978
| 93,788
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 232
| 15
| 0.066761
| 0.688635
|
normal
| 0
|
116.920767
| 25,748
| 19,045
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 320
| 15
| 0.043359
| 0.162486
|
normal
| 0
|
14.821224
| 4,922,532
| 62,823
| 3
| 1
| 0
| 0
| 0
| 0
| 0
| 301
| 38
| 0.905267
| 0.350935
|
dos
| 1
|
20.972255
| 7,539,539
| 42,331
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 144
| 36
| 0.623837
| 0.576894
|
dos
| 1
|
24.277916
| 26,415
| 21,940
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 286
| 81
| 0.166655
| 0.19508
|
normal
| 0
|
99.171874
| 42,075
| 47,031
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 163
| 51
| 0.066286
| 0.895306
|
normal
| 0
|
6.381243
| 13,104
| 16,658
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 323
| 87
| 0.080608
| 0.957674
|
normal
| 0
|
8.504178
| 23,477
| 43,637
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 146
| 98
| 0.075776
| 0.648116
|
normal
| 0
|
0.962345
| 27,641
| 85,056
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 11
| 25
| 0.134857
| 0.140261
|
normal
| 0
|
83.454404
| 31,906
| 65,604
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 420
| 99
| 0.059151
| 0.303994
|
normal
| 0
|
99.257711
| 18,043
| 84,694
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 42
| 5
| 0.191684
| 0.936612
|
normal
| 0
|
5.178005
| 42,628
| 37,172
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 323
| 75
| 0.167376
| 0.067237
|
normal
| 0
|
13.402466
| 5,322,686
| 8,769
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 136
| 78
| 0.647265
| 0.886687
|
dos
| 1
|
190.686339
| 7,988
| 31,227
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 322
| 3
| 0.093147
| 0.327449
|
normal
| 0
|
9.778006
| 8,775,571
| 37,039
| 4
| 2
| 2
| 1
| 1
| 0
| 0
| 209
| 52
| 0.598143
| 0.804365
|
dos
| 1
|
24.404442
| 3,956
| 80,449
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 65
| 88
| 0.03217
| 0.288444
|
normal
| 0
|
55.232703
| 26,387
| 75,976
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 15
| 33
| 0.017658
| 0.961448
|
normal
| 0
|
16.881814
| 4,239
| 85,327
| 2
| 2
| 4
| 7
| 1
| 0
| 0
| 330
| 91
| 0.040122
| 0.256678
|
r2l
| 1
|
7.984832
| 24,316
| 14,118
| 4
| 1
| 0
| 19
| 1
| 0
| 0
| 81
| 25
| 0.134526
| 0.149518
|
r2l
| 1
|
585.589062
| 36,395
| 39,624
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 131
| 20
| 0.017924
| 0.092717
|
normal
| 0
|
43.891096
| 48,738
| 81,387
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 184
| 36
| 0.127637
| 0.319205
|
normal
| 0
|
48.849133
| 13,262
| 9,366
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 108
| 11
| 0.183913
| 0.252355
|
normal
| 0
|
13.022965
| 5,919
| 99,488
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 92
| 50
| 0.037561
| 0.084889
|
normal
| 0
|
2.79061
| 6,083,725
| 30,907
| 4
| 1
| 0
| 0
| 1
| 0
| 0
| 337
| 40
| 0.742017
| 0.099315
|
dos
| 1
|
0.943194
| 29,807
| 49,381
| 3
| 2
| 0
| 14
| 0
| 0
| 0
| 354
| 77
| 0.123579
| 0.365462
|
r2l
| 1
|
99.119639
| 15,330
| 72,634
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 104
| 17
| 0.127424
| 0.426628
|
normal
| 0
|
25.251795
| 40,172
| 42,905
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 64
| 62
| 0.144839
| 0.563627
|
normal
| 0
|
49.08143
| 45,629
| 53,136
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 68
| 39
| 0.135531
| 0.377655
|
normal
| 0
|
194.262021
| 28,320
| 25,780
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 19
| 6
| 0.002474
| 0.300577
|
normal
| 0
|
3.962748
| 26,836
| 3,788
| 3
| 0
| 28
| 2
| 0
| 0
| 0
| 15
| 57
| 0.053343
| 0.836901
|
probe
| 1
|
4.148643
| 46,995
| 13,781
| 1
| 0
| 20
| 2
| 0
| 0
| 0
| 89
| 10
| 0.18477
| 0.803795
|
probe
| 1
|
93.574925
| 22,223
| 71,471
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 254
| 89
| 0.004403
| 0.964028
|
normal
| 0
|
99.058509
| 9,793
| 9,619
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 236
| 5
| 0.088414
| 0.352022
|
normal
| 0
|
9.493557
| 33,682
| 25,053
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 80
| 60
| 0.00711
| 0.496524
|
normal
| 0
|
62.699556
| 7,684
| 34,722
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 286
| 7
| 0.181548
| 0.3929
|
normal
| 0
|
29.72032
| 484,501
| 66,592
| 2
| 1
| 1
| 2
| 0
| 0
| 0
| 419
| 47
| 0.714204
| 0.544209
|
dos
| 1
|
62.947805
| 14,755
| 2,640
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 47
| 19
| 0.173293
| 0.682513
|
normal
| 0
|
150.09019
| 11,617
| 52,683
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 87
| 4
| 0.188493
| 0.958523
|
normal
| 0
|
17.228358
| 1,423
| 98,817
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 334
| 74
| 0.181038
| 0.063261
|
normal
| 0
|
6.785822
| 5,500,735
| 93,601
| 1
| 2
| 0
| 2
| 0
| 0
| 0
| 178
| 44
| 0.605357
| 0.468203
|
dos
| 1
|
31.377487
| 49,089
| 4,427
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 441
| 18
| 0.10545
| 0.073619
|
normal
| 0
|
20.95885
| 28,193
| 81,497
| 1
| 1
| 25
| 2
| 1
| 0
| 0
| 333
| 47
| 0.122908
| 0.715831
|
probe
| 1
|
0.479452
| 9,550
| 65,149
| 2
| 0
| 15
| 0
| 1
| 0
| 0
| 349
| 89
| 0.144738
| 0.705916
|
probe
| 1
|
3.619725
| 2,134
| 91,551
| 1
| 1
| 3
| 15
| 1
| 0
| 0
| 280
| 94
| 0.131961
| 0.78107
|
r2l
| 1
|
51.250177
| 23,074
| 66,068
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 43
| 28
| 0.138315
| 0.374492
|
normal
| 0
|
29.759502
| 6,066
| 26,628
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 320
| 54
| 0.128733
| 0.716584
|
normal
| 0
|
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