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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.732073
| 26,231
| 24,774
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 156
| 6
| 0.123085
| 0.686172
|
normal
| 0
|
71.306856
| 25,599
| 10,659
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 447
| 45
| 0.019938
| 0.965976
|
normal
| 0
|
320.000267
| 9,132
| 1,097
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 222
| 34
| 0.032367
| 0.664641
|
normal
| 0
|
385.916129
| 30,189
| 67,677
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 201
| 62
| 0.02579
| 0.233879
|
normal
| 0
|
75.860298
| 15,096
| 56,172
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 139
| 82
| 0.173408
| 0.71639
|
normal
| 0
|
72.380627
| 37,591
| 72,039
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 281
| 44
| 0.170342
| 0.756406
|
normal
| 0
|
33.618371
| 18,535
| 56,488
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 37
| 57
| 0.059554
| 0.062625
|
normal
| 0
|
584.83939
| 14,969
| 26,884
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 402
| 83
| 0.110103
| 0.033002
|
normal
| 0
|
32.052098
| 44,970
| 44,805
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 51
| 60
| 0.145457
| 0.852107
|
normal
| 0
|
60.312605
| 14,113
| 98,621
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 439
| 57
| 0.192915
| 0.057259
|
normal
| 0
|
0.293837
| 1,647
| 49,423
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 396
| 63
| 0.019746
| 0.168066
|
normal
| 0
|
42.960252
| 45,038
| 47,311
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 386
| 67
| 0.154587
| 0.911896
|
normal
| 0
|
7.128407
| 8,997,164
| 83,287
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 129
| 23
| 0.93684
| 0.095963
|
dos
| 1
|
136.189358
| 42,496
| 72,557
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 273
| 69
| 0.19509
| 0.205174
|
normal
| 0
|
82.328879
| 2,464
| 43,410
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 280
| 19
| 0.139232
| 0.114674
|
normal
| 0
|
84.903375
| 14,974
| 3,311
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 165
| 46
| 0.137996
| 0.608181
|
normal
| 0
|
33.758866
| 40,466
| 75,386
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 36
| 16
| 0.044312
| 0.74245
|
normal
| 0
|
168.683902
| 7,921
| 95,908
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 157
| 24
| 0.085727
| 0.848961
|
normal
| 0
|
0.327629
| 4,714
| 95,807
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 428
| 68
| 0.013971
| 0.234711
|
normal
| 0
|
40.586696
| 38,898
| 25,018
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 212
| 39
| 0.001093
| 0.094419
|
normal
| 0
|
25.855412
| 46,609
| 8,800
| 4
| 1
| 16
| 2
| 1
| 0
| 0
| 51
| 85
| 0.051662
| 0.893313
|
probe
| 1
|
238.512507
| 17,407
| 33,860
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 430
| 65
| 0.177543
| 0.300119
|
normal
| 0
|
26.737755
| 42,510
| 3,784
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 188
| 19
| 0.077317
| 0.801778
|
normal
| 0
|
77.892307
| 26,221
| 55,764
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 110
| 23
| 0.076553
| 0.946791
|
normal
| 0
|
6.808012
| 37,654
| 32,390
| 3
| 2
| 0
| 15
| 1
| 0
| 0
| 72
| 31
| 0.02297
| 0.017623
|
r2l
| 1
|
6.106925
| 4,655,473
| 84,777
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 456
| 7
| 0.844248
| 0.61126
|
dos
| 1
|
5.183754
| 29,743
| 67,480
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 247
| 23
| 0.144975
| 0.753169
|
normal
| 0
|
5.856522
| 8,479,797
| 35,639
| 4
| 0
| 4
| 0
| 0
| 0
| 0
| 48
| 76
| 0.567079
| 0.606422
|
dos
| 1
|
20.146239
| 6,858
| 74,670
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 150
| 30
| 0.014253
| 0.780347
|
normal
| 0
|
11.080529
| 1,863,928
| 97,131
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 25
| 47
| 0.78377
| 0.897284
|
dos
| 1
|
27.859541
| 7,510,206
| 6,604
| 2
| 0
| 2
| 0
| 1
| 0
| 0
| 329
| 39
| 0.971005
| 0.145547
|
dos
| 1
|
374.950767
| 43,964
| 75,185
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 81
| 36
| 0.083531
| 0.286281
|
normal
| 0
|
3.967181
| 7,953,363
| 91,476
| 4
| 2
| 2
| 0
| 0
| 0
| 0
| 273
| 15
| 0.742978
| 0.170538
|
dos
| 1
|
273.384156
| 28,540
| 48,585
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 215
| 33
| 0.042718
| 0.154199
|
normal
| 0
|
22.973314
| 4,642
| 40,407
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 280
| 35
| 0.135826
| 0.514156
|
normal
| 0
|
267.793661
| 32,937
| 2,138
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 490
| 94
| 0.087121
| 0.607708
|
normal
| 0
|
5.859006
| 1,564,658
| 74,016
| 3
| 0
| 1
| 0
| 1
| 0
| 0
| 387
| 90
| 0.579488
| 0.438362
|
dos
| 1
|
12.015675
| 44,199
| 88,857
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 271
| 95
| 0.154522
| 0.838302
|
normal
| 0
|
87.207089
| 38,781
| 71,651
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 253
| 23
| 0.124035
| 0.524276
|
normal
| 0
|
21.613433
| 4,780,782
| 36,112
| 4
| 0
| 4
| 0
| 0
| 0
| 0
| 429
| 73
| 0.956738
| 0.413907
|
dos
| 1
|
48.313451
| 31,281
| 23,532
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 2
| 58
| 0.172596
| 0.63818
|
normal
| 0
|
58.012382
| 40,993
| 7,681
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 229
| 28
| 0.186919
| 0.805156
|
normal
| 0
|
54.940538
| 40,259
| 70,222
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 266
| 43
| 0.112808
| 0.80791
|
normal
| 0
|
109.096825
| 467
| 39,467
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 479
| 86
| 0.176773
| 0.179026
|
normal
| 0
|
146.260567
| 38,176
| 51,782
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 141
| 5
| 0.019628
| 0.071034
|
normal
| 0
|
39.925099
| 23,013
| 12,835
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 191
| 14
| 0.056494
| 0.656876
|
normal
| 0
|
26.331082
| 43,148
| 15,281
| 0
| 2
| 1
| 10
| 1
| 0
| 0
| 269
| 7
| 0.113938
| 0.366358
|
r2l
| 1
|
7.376944
| 8,547,806
| 24,298
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 411
| 99
| 0.630059
| 0.713248
|
dos
| 1
|
4.154146
| 26,449
| 82,143
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 452
| 53
| 0.00765
| 0.475275
|
normal
| 0
|
1.502104
| 23,409
| 28,226
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 212
| 79
| 0.174191
| 0.676907
|
normal
| 0
|
55.35006
| 3,301
| 67,057
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 338
| 83
| 0.041577
| 0.238252
|
normal
| 0
|
89.317314
| 18,404
| 38,816
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 240
| 3
| 0.18125
| 0.495652
|
normal
| 0
|
32.559822
| 25,363
| 37,912
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 1
| 82
| 0.084917
| 0.477507
|
normal
| 0
|
30.031318
| 11,385
| 70,308
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 299
| 13
| 0.060469
| 0.090243
|
normal
| 0
|
8.317855
| 10,380
| 71,843
| 0
| 1
| 14
| 0
| 0
| 0
| 0
| 448
| 77
| 0.136243
| 0.72744
|
probe
| 1
|
92.056055
| 49,404
| 31,010
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 382
| 93
| 0.150174
| 0.863113
|
normal
| 0
|
18.289797
| 24,001
| 77,586
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 353
| 3
| 0.030857
| 0.008079
|
normal
| 0
|
0.247173
| 23,660
| 10,284
| 0
| 2
| 8
| 2
| 0
| 0
| 0
| 175
| 58
| 0.132362
| 0.580823
|
probe
| 1
|
113.935951
| 12,320
| 78,191
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 107
| 90
| 0.132815
| 0.648292
|
normal
| 0
|
45.032062
| 46,792
| 62,674
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 249
| 35
| 0.021795
| 0.811058
|
normal
| 0
|
115.082608
| 9,362
| 736
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 18
| 57
| 0.0308
| 0.430425
|
normal
| 0
|
11.951926
| 39,341
| 29,594
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 256
| 68
| 0.023246
| 0.506461
|
normal
| 0
|
12.59818
| 6,204,230
| 62,238
| 3
| 2
| 2
| 0
| 0
| 0
| 0
| 218
| 88
| 0.747195
| 0.405433
|
dos
| 1
|
18.510672
| 39,764
| 88,898
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 272
| 73
| 0.16714
| 0.775868
|
normal
| 0
|
19.139288
| 383,051
| 99,337
| 1
| 0
| 3
| 1
| 1
| 0
| 0
| 187
| 77
| 0.874452
| 0.315547
|
dos
| 1
|
3.313799
| 29,547
| 16,244
| 1
| 0
| 3
| 12
| 1
| 0
| 0
| 43
| 91
| 0.077775
| 0.203956
|
r2l
| 1
|
21.632907
| 24,060
| 6,663
| 2
| 1
| 13
| 2
| 1
| 0
| 0
| 290
| 52
| 0.155585
| 0.330198
|
probe
| 1
|
5.095584
| 33,927
| 78,881
| 4
| 1
| 7
| 1
| 1
| 0
| 0
| 300
| 2
| 0.013075
| 0.676643
|
probe
| 1
|
112.106618
| 45,151
| 84,201
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 461
| 84
| 0.183554
| 0.481614
|
normal
| 0
|
16.098165
| 45,398
| 7,348
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 385
| 79
| 0.084295
| 0.76842
|
normal
| 0
|
2.492097
| 12,113
| 38,801
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 61
| 12
| 0.189735
| 0.657813
|
normal
| 0
|
157.412174
| 24,085
| 70,155
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 435
| 2
| 0.020491
| 0.275211
|
normal
| 0
|
1.490881
| 9,733
| 64,237
| 0
| 0
| 8
| 2
| 1
| 0
| 0
| 236
| 39
| 0.120285
| 0.359161
|
probe
| 1
|
42.146201
| 35,134
| 46,943
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 315
| 55
| 0.164997
| 0.45946
|
normal
| 0
|
3.846341
| 18,732
| 41,345
| 3
| 2
| 23
| 0
| 0
| 0
| 0
| 422
| 80
| 0.177928
| 0.360112
|
probe
| 1
|
0.77615
| 9,590,837
| 61,363
| 1
| 0
| 0
| 1
| 1
| 0
| 0
| 8
| 51
| 0.998042
| 0.527744
|
dos
| 1
|
1.651814
| 41,660
| 54,091
| 1
| 1
| 0
| 19
| 0
| 0
| 0
| 485
| 64
| 0.025664
| 0.867786
|
r2l
| 1
|
0.458956
| 40,854
| 10,566
| 3
| 1
| 11
| 2
| 0
| 0
| 0
| 92
| 92
| 0.1432
| 0.092225
|
probe
| 1
|
28.395253
| 935
| 33,281
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 176
| 36
| 0.026707
| 0.023019
|
normal
| 0
|
127.363352
| 41,459
| 57,370
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 121
| 23
| 0.047868
| 0.592667
|
normal
| 0
|
28.307828
| 10,620
| 79,769
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 19
| 71
| 0.199274
| 0.974808
|
normal
| 0
|
24.157257
| 1,107
| 33,432
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 439
| 62
| 0.121192
| 0.986213
|
normal
| 0
|
79.214565
| 9,058
| 44,944
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 473
| 15
| 0.178889
| 0.605849
|
normal
| 0
|
56.842481
| 6,734,805
| 22,208
| 2
| 2
| 1
| 0
| 0
| 0
| 0
| 213
| 58
| 0.524878
| 0.891301
|
dos
| 1
|
2.643872
| 25,075
| 39,006
| 3
| 0
| 28
| 0
| 0
| 0
| 0
| 102
| 35
| 0.112619
| 0.592595
|
probe
| 1
|
6.189945
| 37,989
| 22,695
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 403
| 67
| 0.122508
| 0.76873
|
normal
| 0
|
153.32674
| 33,196
| 50,692
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 488
| 53
| 0.194089
| 0.557371
|
normal
| 0
|
196.252822
| 21,214
| 75,483
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 15
| 89
| 0.194249
| 0.721107
|
normal
| 0
|
92.745511
| 26,447
| 77,851
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 343
| 36
| 0.193017
| 0.74345
|
normal
| 0
|
56.006491
| 47,586
| 61,176
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 31
| 35
| 0.047094
| 0.225492
|
normal
| 0
|
186.637405
| 1,712
| 39,925
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 355
| 74
| 0.012553
| 0.286989
|
normal
| 0
|
130.496153
| 28,849
| 8,499
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 99
| 13
| 0.139666
| 0.848102
|
normal
| 0
|
86.653484
| 29,103
| 44,429
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 200
| 24
| 0.096882
| 0.904624
|
normal
| 0
|
38.530537
| 30,982
| 94,341
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 204
| 69
| 0.179783
| 0.569442
|
normal
| 0
|
22.064051
| 2,104
| 43,793
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 115
| 81
| 0.108245
| 0.334375
|
normal
| 0
|
54.244193
| 6,803
| 11,556
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 222
| 89
| 0.080783
| 0.875806
|
normal
| 0
|
33.802505
| 39,637
| 703
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 316
| 77
| 0.06319
| 0.801613
|
normal
| 0
|
41.439272
| 22,108
| 72,174
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 170
| 77
| 0.023498
| 0.329033
|
normal
| 0
|
5.427819
| 19,494
| 354
| 0
| 2
| 4
| 8
| 1
| 0
| 0
| 435
| 12
| 0.045419
| 0.026902
|
r2l
| 1
|
18.523856
| 4,345
| 33,314
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 82
| 93
| 0.095476
| 0.452315
|
normal
| 0
|
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