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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.191404
| 25,718
| 85,157
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 2
| 38
| 0.050387
| 0.191887
|
normal
| 0
|
49.651409
| 19,040
| 22,900
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 371
| 24
| 0.076311
| 0.660973
|
normal
| 0
|
66.848588
| 11,976
| 5,989
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 461
| 30
| 0.004396
| 0.691121
|
normal
| 0
|
3.878155
| 47,877
| 6,507
| 1
| 1
| 26
| 2
| 1
| 0
| 0
| 270
| 75
| 0.14274
| 0.818734
|
probe
| 1
|
202.275084
| 11,227
| 5,165
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 175
| 55
| 0.001834
| 0.976165
|
normal
| 0
|
33.428414
| 42,683
| 47,572
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 171
| 94
| 0.068683
| 0.535793
|
normal
| 0
|
152.789728
| 7,696
| 3,706
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 154
| 68
| 0.053434
| 0.815012
|
normal
| 0
|
111.168076
| 18,568
| 31,965
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 22
| 34
| 0.197468
| 0.151702
|
normal
| 0
|
91.141718
| 18,955
| 96,147
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 226
| 43
| 0.123637
| 0.166158
|
normal
| 0
|
21.337003
| 21,262
| 69,650
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 321
| 63
| 0.020818
| 0.766939
|
normal
| 0
|
24.936372
| 30,567
| 2,317
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 236
| 46
| 0.189077
| 0.072446
|
normal
| 0
|
4.850603
| 18,869
| 93,914
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 452
| 1
| 0.046291
| 0.716326
|
normal
| 0
|
27.537469
| 8,257
| 79,859
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 208
| 85
| 0.161048
| 0.164348
|
normal
| 0
|
42.379754
| 42,354
| 43,871
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 73
| 46
| 0.199271
| 0.247889
|
normal
| 0
|
23.682358
| 783,758
| 90,780
| 3
| 2
| 1
| 0
| 0
| 0
| 0
| 436
| 78
| 0.516772
| 0.268846
|
dos
| 1
|
45.632586
| 1,018
| 80,286
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 499
| 71
| 0.157248
| 0.855475
|
normal
| 0
|
140.495451
| 15,202
| 50,422
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 166
| 43
| 0.199953
| 0.173153
|
normal
| 0
|
3.784189
| 4,640,098
| 3,814
| 1
| 1
| 3
| 0
| 0
| 0
| 0
| 111
| 71
| 0.693821
| 0.159336
|
dos
| 1
|
153.650494
| 30,375
| 62,765
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 172
| 58
| 0.152295
| 0.06211
|
normal
| 0
|
0.956796
| 5,600,986
| 20,403
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 31
| 34
| 0.934834
| 0.985985
|
dos
| 1
|
27.422839
| 27,671
| 37,483
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 57
| 55
| 0.148615
| 0.545832
|
normal
| 0
|
198.298011
| 22,065
| 93,969
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 406
| 49
| 0.047873
| 0.618199
|
normal
| 0
|
97.239581
| 8,667
| 10,091
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 386
| 47
| 0.181601
| 0.89495
|
normal
| 0
|
169.987841
| 40,734
| 55,991
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 497
| 87
| 0.03391
| 0.124724
|
normal
| 0
|
105.436357
| 24,107
| 29,673
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 134
| 57
| 0.025504
| 0.13342
|
normal
| 0
|
55.155996
| 6,650
| 84,151
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 143
| 68
| 0.178985
| 0.30851
|
normal
| 0
|
12.268679
| 42,468
| 74,168
| 0
| 0
| 4
| 14
| 0
| 0
| 0
| 182
| 88
| 0.148536
| 0.060508
|
r2l
| 1
|
7.260857
| 18,587
| 16,964
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 402
| 58
| 0.120361
| 0.996917
|
normal
| 0
|
2.153477
| 31,294
| 52,473
| 2
| 1
| 11
| 0
| 0
| 0
| 0
| 488
| 17
| 0.147599
| 0.737207
|
probe
| 1
|
463.832318
| 22,119
| 33,143
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 244
| 87
| 0.001887
| 0.819656
|
normal
| 0
|
7.186515
| 8,552,291
| 88,001
| 2
| 2
| 1
| 0
| 0
| 0
| 0
| 392
| 19
| 0.641862
| 0.904717
|
dos
| 1
|
39.652352
| 24,692
| 3,801
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 498
| 40
| 0.01011
| 0.761266
|
normal
| 0
|
175.56482
| 33,300
| 15,447
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 156
| 28
| 0.103109
| 0.378265
|
normal
| 0
|
146.526831
| 33,104
| 6,489
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 27
| 36
| 0.00629
| 0.031714
|
normal
| 0
|
33.077859
| 406
| 91,919
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 53
| 47
| 0.150648
| 0.083378
|
normal
| 0
|
8.689773
| 3,692,944
| 33,496
| 1
| 1
| 0
| 1
| 0
| 0
| 0
| 347
| 98
| 0.780348
| 0.023536
|
dos
| 1
|
12.574764
| 32,891
| 30,565
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 27
| 23
| 0.089035
| 0.903926
|
normal
| 0
|
209.806338
| 44,369
| 43,397
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 330
| 20
| 0.197012
| 0.47448
|
normal
| 0
|
181.13279
| 42,073
| 69,811
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 108
| 2
| 0.150521
| 0.998287
|
normal
| 0
|
34.985398
| 49,932
| 55,932
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 98
| 15
| 0.022523
| 0.388203
|
normal
| 0
|
7.898757
| 34,383
| 35,191
| 0
| 1
| 1
| 6
| 0
| 0
| 0
| 96
| 12
| 0.190586
| 0.404201
|
r2l
| 1
|
2.408075
| 17,435
| 55,478
| 1
| 2
| 2
| 6
| 1
| 0
| 0
| 396
| 93
| 0.09451
| 0.213794
|
r2l
| 1
|
6.453604
| 5,507
| 60,235
| 1
| 2
| 26
| 0
| 0
| 0
| 0
| 218
| 47
| 0.167156
| 0.327341
|
probe
| 1
|
151.021384
| 514
| 51,528
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 241
| 36
| 0.025857
| 0.32701
|
normal
| 0
|
93.033559
| 37,716
| 42,928
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 155
| 28
| 0.022215
| 0.979552
|
normal
| 0
|
34.107938
| 26,099
| 39,401
| 0
| 2
| 17
| 0
| 1
| 0
| 0
| 204
| 10
| 0.052727
| 0.14977
|
probe
| 1
|
74.601627
| 5,071
| 2,247
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 485
| 56
| 0.005946
| 0.942813
|
normal
| 0
|
15.47994
| 15,245
| 92,855
| 1
| 2
| 1
| 11
| 0
| 0
| 0
| 415
| 9
| 0.122627
| 0.934437
|
r2l
| 1
|
41.4553
| 5,085
| 55,774
| 2
| 2
| 2
| 11
| 0
| 0
| 0
| 417
| 16
| 0.03588
| 0.626239
|
r2l
| 1
|
0.201022
| 24,453
| 11,048
| 3
| 1
| 15
| 2
| 0
| 0
| 0
| 129
| 74
| 0.189318
| 0.598665
|
probe
| 1
|
179.394516
| 7,750
| 26,335
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 397
| 16
| 0.199339
| 0.33138
|
normal
| 0
|
48.063469
| 21,854
| 5,574
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 94
| 29
| 0.183997
| 0.401104
|
normal
| 0
|
0.413303
| 13,064
| 95,199
| 2
| 0
| 21
| 1
| 0
| 0
| 0
| 240
| 69
| 0.05309
| 0.228326
|
probe
| 1
|
40.544183
| 43,507
| 56,312
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 314
| 88
| 0.086644
| 0.369983
|
normal
| 0
|
58.00555
| 31,672
| 38,761
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 22
| 23
| 0.069294
| 0.501903
|
normal
| 0
|
95.578137
| 23,005
| 87,479
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 458
| 53
| 0.078831
| 0.837757
|
normal
| 0
|
8.864545
| 27,867
| 67,448
| 2
| 1
| 1
| 12
| 1
| 0
| 0
| 143
| 98
| 0.164769
| 0.324561
|
r2l
| 1
|
296.050147
| 21,941
| 93,784
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 112
| 68
| 0.075556
| 0.391182
|
normal
| 0
|
85.239098
| 16,933
| 52,960
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 7
| 28
| 0.180699
| 0.140252
|
normal
| 0
|
70.891081
| 43,995
| 96,754
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 258
| 69
| 0.012592
| 0.100193
|
normal
| 0
|
182.880094
| 40,196
| 75,422
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 322
| 63
| 0.082186
| 0.010291
|
normal
| 0
|
11.397771
| 27,852
| 63,670
| 3
| 2
| 3
| 0
| 1
| 1
| 0
| 468
| 73
| 0.00152
| 0.768993
|
u2r
| 1
|
73.868947
| 13,237
| 37,299
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 135
| 48
| 0.07163
| 0.558793
|
normal
| 0
|
262.089581
| 23,112
| 38,465
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 497
| 17
| 0.063351
| 0.550735
|
normal
| 0
|
17.321002
| 12,808
| 98,349
| 3
| 2
| 26
| 0
| 0
| 0
| 0
| 320
| 3
| 0.146655
| 0.150728
|
probe
| 1
|
0.42879
| 4,713,789
| 39,787
| 4
| 0
| 0
| 1
| 1
| 0
| 0
| 93
| 66
| 0.92467
| 0.739934
|
dos
| 1
|
90.829337
| 27,275
| 38,659
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 197
| 81
| 0.079256
| 0.491522
|
normal
| 0
|
5.074199
| 4,387,008
| 67,477
| 1
| 0
| 3
| 2
| 1
| 0
| 0
| 440
| 54
| 0.626185
| 0.530862
|
dos
| 1
|
62.404129
| 44,778
| 22,444
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 132
| 75
| 0.005404
| 0.964108
|
normal
| 0
|
39.761483
| 1,637
| 28,915
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 168
| 74
| 0.15513
| 0.673626
|
normal
| 0
|
4.848236
| 8,527,316
| 57,499
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 334
| 91
| 0.789346
| 0.811626
|
dos
| 1
|
5.662219
| 9,905,680
| 50,113
| 3
| 0
| 3
| 0
| 0
| 0
| 0
| 109
| 90
| 0.916355
| 0.594048
|
dos
| 1
|
38.75781
| 16,452
| 30,968
| 1
| 2
| 19
| 0
| 1
| 0
| 0
| 321
| 93
| 0.18796
| 0.637918
|
probe
| 1
|
0.928096
| 40,671
| 50,096
| 4
| 2
| 5
| 0
| 0
| 0
| 0
| 144
| 21
| 0.184626
| 0.944878
|
probe
| 1
|
154.589613
| 41,244
| 24,158
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 280
| 75
| 0.152109
| 0.985581
|
normal
| 0
|
31.974566
| 34,324
| 91,497
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 88
| 54
| 0.098577
| 0.380387
|
normal
| 0
|
9.774809
| 961,290
| 28,630
| 3
| 1
| 4
| 0
| 1
| 0
| 0
| 258
| 68
| 0.553734
| 0.59204
|
dos
| 1
|
40.931993
| 5,160
| 3,919
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 78
| 30
| 0.029003
| 0.871808
|
normal
| 0
|
4.470108
| 388,121
| 26,312
| 4
| 0
| 0
| 2
| 0
| 0
| 0
| 452
| 38
| 0.616341
| 0.673089
|
dos
| 1
|
5.628594
| 4,162,407
| 92,978
| 4
| 1
| 2
| 0
| 1
| 0
| 0
| 79
| 4
| 0.586908
| 0.494673
|
dos
| 1
|
5.268169
| 29,623
| 38,826
| 4
| 2
| 18
| 2
| 0
| 0
| 0
| 194
| 3
| 0.150872
| 0.697415
|
probe
| 1
|
235.302002
| 26,914
| 14,981
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 435
| 41
| 0.180462
| 0.495462
|
normal
| 0
|
102.136361
| 10,165
| 59,768
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 217
| 89
| 0.011552
| 0.830489
|
normal
| 0
|
25.727844
| 34,618
| 36,606
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 378
| 68
| 0.163592
| 0.529446
|
normal
| 0
|
24.736577
| 25,920
| 11,011
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 292
| 17
| 0.109849
| 0.549202
|
normal
| 0
|
198.499065
| 10,538
| 15,819
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 369
| 3
| 0.124858
| 0.673221
|
normal
| 0
|
224.203114
| 22,971
| 60,567
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 97
| 17
| 0.107884
| 0.546989
|
normal
| 0
|
29.589046
| 49,425
| 87,479
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 194
| 47
| 0.149566
| 0.734114
|
normal
| 0
|
54.560749
| 37,180
| 73,967
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 283
| 4
| 0.168323
| 0.319598
|
normal
| 0
|
179.936273
| 19,761
| 36,022
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 439
| 70
| 0.00519
| 0.231952
|
normal
| 0
|
147.406576
| 18,505
| 96,565
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 265
| 29
| 0.094125
| 0.757784
|
normal
| 0
|
168.155767
| 1,496
| 89,547
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 449
| 36
| 0.006676
| 0.777853
|
normal
| 0
|
3.806696
| 3,914,470
| 41,459
| 3
| 0
| 3
| 2
| 0
| 0
| 0
| 373
| 78
| 0.777658
| 0.600556
|
dos
| 1
|
242.53071
| 44,454
| 77,597
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 60
| 61
| 0.171655
| 0.577031
|
normal
| 0
|
39.445328
| 16,013
| 69,928
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 122
| 49
| 0.02548
| 0.224226
|
normal
| 0
|
17.039947
| 24,035
| 32,105
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 491
| 32
| 0.088441
| 0.091321
|
normal
| 0
|
20.722975
| 9,650,601
| 59,574
| 2
| 0
| 2
| 1
| 0
| 0
| 0
| 74
| 47
| 0.597055
| 0.016581
|
dos
| 1
|
77.512633
| 47,640
| 46,138
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 271
| 5
| 0.176689
| 0.702198
|
normal
| 0
|
192.816884
| 35,114
| 44,588
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 103
| 65
| 0.055382
| 0.856599
|
normal
| 0
|
8.464246
| 19,562
| 75,157
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 7
| 22
| 0.156416
| 0.982236
|
normal
| 0
|
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