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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8.180834
| 7,140,723
| 2,574
| 3
| 2
| 4
| 2
| 1
| 0
| 0
| 224
| 24
| 0.628343
| 0.654809
|
dos
| 1
|
0.597992
| 29,108
| 30,537
| 4
| 1
| 8
| 1
| 1
| 0
| 0
| 165
| 29
| 0.175227
| 0.793765
|
probe
| 1
|
11.915946
| 10,970
| 52,452
| 2
| 2
| 4
| 11
| 1
| 0
| 0
| 222
| 64
| 0.131214
| 0.037302
|
r2l
| 1
|
0.54271
| 47,869
| 39,715
| 4
| 0
| 1
| 14
| 0
| 0
| 0
| 126
| 73
| 0.007581
| 0.811923
|
r2l
| 1
|
246.14615
| 42,855
| 39,669
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 167
| 18
| 0.186532
| 0.682547
|
normal
| 0
|
17.426661
| 3,658
| 334
| 4
| 2
| 4
| 17
| 0
| 0
| 0
| 293
| 65
| 0.196448
| 0.795842
|
r2l
| 1
|
2.705985
| 2,325,371
| 13,186
| 4
| 1
| 2
| 2
| 1
| 0
| 0
| 109
| 24
| 0.931788
| 0.356403
|
dos
| 1
|
34.342331
| 3,613
| 62,098
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 408
| 20
| 0.02208
| 0.93818
|
normal
| 0
|
36.412237
| 9,560
| 46,632
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 384
| 68
| 0.185622
| 0.868774
|
normal
| 0
|
9.079826
| 2,211,217
| 22,820
| 4
| 0
| 4
| 1
| 1
| 0
| 0
| 407
| 77
| 0.657152
| 0.483655
|
dos
| 1
|
59.607355
| 7,753
| 45,498
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 202
| 14
| 0.146792
| 0.597386
|
normal
| 0
|
17.856009
| 122
| 67,266
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 282
| 52
| 0.197793
| 0.581764
|
normal
| 0
|
9.929977
| 48,424
| 38,023
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 336
| 14
| 0.085623
| 0.99191
|
normal
| 0
|
64.040316
| 49,612
| 96,855
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 129
| 64
| 0.07302
| 0.891505
|
normal
| 0
|
62.540447
| 28,769
| 83,644
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 391
| 90
| 0.053266
| 0.659582
|
normal
| 0
|
1.066403
| 2,477,558
| 99,106
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 141
| 26
| 0.571789
| 0.444146
|
dos
| 1
|
63.689441
| 34,318
| 911
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 53
| 44
| 0.058619
| 0.660193
|
normal
| 0
|
15.48726
| 31,809
| 94,278
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 61
| 53
| 0.191614
| 0.192891
|
normal
| 0
|
70.8876
| 22,269
| 95,976
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 420
| 5
| 0.057383
| 0.50052
|
normal
| 0
|
237.289387
| 35,622
| 31,751
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 487
| 69
| 0.196022
| 0.059466
|
normal
| 0
|
1.588178
| 17,111
| 29,627
| 2
| 2
| 12
| 2
| 1
| 0
| 0
| 277
| 5
| 0.021915
| 0.18556
|
probe
| 1
|
117.039181
| 19,751
| 47,883
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 20
| 18
| 0.001001
| 0.575441
|
normal
| 0
|
90.105554
| 666
| 28,080
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 254
| 62
| 0.030775
| 0.695697
|
normal
| 0
|
138.065321
| 36,626
| 74,063
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 148
| 85
| 0.022361
| 0.526364
|
normal
| 0
|
16.322538
| 49,205
| 96,882
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 458
| 51
| 0.020307
| 0.038655
|
normal
| 0
|
2.177811
| 8,111,001
| 57,339
| 3
| 1
| 3
| 1
| 1
| 0
| 0
| 192
| 25
| 0.631439
| 0.350574
|
dos
| 1
|
14.46315
| 2,845,268
| 79,683
| 2
| 1
| 2
| 2
| 1
| 0
| 0
| 129
| 58
| 0.796316
| 0.520298
|
dos
| 1
|
187.778242
| 3,630
| 78,242
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 109
| 58
| 0.175931
| 0.859869
|
normal
| 0
|
28.316796
| 18,990
| 44,840
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 250
| 78
| 0.065047
| 0.824918
|
normal
| 0
|
134.481808
| 11,847
| 46,908
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 428
| 49
| 0.179971
| 0.181835
|
normal
| 0
|
151.882376
| 10,483
| 51,167
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 219
| 42
| 0.102732
| 0.83309
|
normal
| 0
|
50.656019
| 43,982
| 36,427
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 319
| 48
| 0.069915
| 0.473078
|
normal
| 0
|
48.443275
| 25,404
| 78,329
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 33
| 57
| 0.176167
| 0.837525
|
normal
| 0
|
107.2349
| 47,842
| 78,804
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 78
| 30
| 0.091688
| 0.630096
|
normal
| 0
|
9.806241
| 16,957
| 98,702
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 403
| 86
| 0.13231
| 0.378596
|
normal
| 0
|
10.689233
| 33,473
| 77,122
| 3
| 0
| 20
| 1
| 0
| 0
| 0
| 378
| 18
| 0.06494
| 0.153798
|
probe
| 1
|
25.114813
| 25,918
| 80,826
| 0
| 1
| 3
| 0
| 1
| 1
| 1
| 347
| 74
| 0.005608
| 0.084798
|
u2r
| 1
|
21.145006
| 38,551
| 20,481
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 41
| 88
| 0.112792
| 0.439202
|
normal
| 0
|
2.13618
| 297,435
| 15,993
| 3
| 1
| 4
| 0
| 0
| 0
| 0
| 309
| 92
| 0.592545
| 0.2062
|
dos
| 1
|
10.349966
| 7,504
| 24,453
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 152
| 73
| 0.103661
| 0.284693
|
normal
| 0
|
356.992702
| 36,622
| 60,600
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 331
| 89
| 0.009632
| 0.94524
|
normal
| 0
|
8.477907
| 1,585,430
| 32,783
| 2
| 2
| 3
| 0
| 1
| 0
| 0
| 311
| 59
| 0.576629
| 0.50713
|
dos
| 1
|
6.069897
| 36,746
| 37,142
| 2
| 2
| 5
| 0
| 1
| 0
| 0
| 223
| 16
| 0.154057
| 0.190526
|
probe
| 1
|
1.620916
| 36,611
| 54,622
| 2
| 0
| 4
| 19
| 0
| 0
| 0
| 76
| 59
| 0.150148
| 0.067693
|
r2l
| 1
|
218.551385
| 4,947
| 50,728
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 309
| 11
| 0.00404
| 0.788119
|
normal
| 0
|
30.039676
| 16,036
| 32,669
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 474
| 49
| 0.077108
| 0.582972
|
normal
| 0
|
28.6757
| 482,926
| 13,250
| 1
| 2
| 4
| 2
| 1
| 0
| 0
| 213
| 63
| 0.892318
| 0.582536
|
dos
| 1
|
21.665686
| 38,546
| 60,278
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 354
| 9
| 0.067133
| 0.425011
|
normal
| 0
|
53.33137
| 32,240
| 5,174
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 166
| 60
| 0.005518
| 0.166159
|
normal
| 0
|
81.703297
| 38,965
| 30,927
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 37
| 73
| 0.070092
| 0.676753
|
normal
| 0
|
125.138229
| 49,927
| 47,235
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 3
| 48
| 0.058859
| 0.683058
|
normal
| 0
|
3.060491
| 4,153
| 9,571
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 473
| 50
| 0.136279
| 0.147913
|
normal
| 0
|
34.320805
| 809
| 55,067
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 431
| 63
| 0.017908
| 0.243713
|
normal
| 0
|
7.497483
| 1,022
| 77,041
| 2
| 1
| 24
| 0
| 1
| 0
| 0
| 262
| 62
| 0.188829
| 0.055574
|
probe
| 1
|
44.218409
| 36,267
| 34,075
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 492
| 33
| 0.033274
| 0.600867
|
normal
| 0
|
149.176624
| 33,275
| 9,850
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 301
| 3
| 0.025432
| 0.571904
|
normal
| 0
|
105.455376
| 45,303
| 70,068
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 343
| 65
| 0.082913
| 0.688232
|
normal
| 0
|
26.709734
| 36,460
| 7,106
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 39
| 36
| 0.103197
| 0.329316
|
normal
| 0
|
15.774093
| 12,890
| 98,357
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 200
| 20
| 0.125756
| 0.447292
|
normal
| 0
|
99.167989
| 26,464
| 59,404
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 389
| 24
| 0.001237
| 0.800352
|
normal
| 0
|
4.068356
| 14,667
| 87,415
| 4
| 2
| 19
| 1
| 0
| 0
| 0
| 228
| 93
| 0.128968
| 0.000564
|
probe
| 1
|
18.507379
| 20,443
| 62,723
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 339
| 34
| 0.120048
| 0.302102
|
normal
| 0
|
7.341566
| 31,242
| 16,463
| 3
| 1
| 1
| 17
| 1
| 0
| 0
| 90
| 5
| 0.059629
| 0.369418
|
r2l
| 1
|
36.103694
| 1,590
| 65,464
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 491
| 83
| 0.053233
| 0.573824
|
normal
| 0
|
11.443711
| 14,682
| 59,867
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 358
| 60
| 0.010009
| 0.511383
|
normal
| 0
|
79.166233
| 28,526
| 31,803
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 371
| 98
| 0.073676
| 0.17608
|
normal
| 0
|
144.243574
| 17,965
| 27,694
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 101
| 66
| 0.12705
| 0.155107
|
normal
| 0
|
1.968743
| 777,486
| 22,348
| 4
| 0
| 1
| 1
| 1
| 0
| 0
| 82
| 43
| 0.876296
| 0.726103
|
dos
| 1
|
175.037589
| 47,678
| 21,993
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 393
| 12
| 0.009467
| 0.445089
|
normal
| 0
|
13.647119
| 30,388
| 80,585
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 288
| 75
| 0.050183
| 0.488438
|
normal
| 0
|
12.47291
| 32,478
| 98,052
| 1
| 0
| 13
| 2
| 1
| 0
| 0
| 279
| 62
| 0.004192
| 0.125636
|
probe
| 1
|
21.369655
| 31,823
| 56,355
| 0
| 0
| 0
| 3
| 0
| 0
| 0
| 423
| 86
| 0.049449
| 0.222887
|
r2l
| 1
|
4.639009
| 16,278
| 60,946
| 1
| 2
| 16
| 1
| 0
| 0
| 0
| 336
| 87
| 0.018368
| 0.166441
|
probe
| 1
|
119.002489
| 37,722
| 56,575
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 66
| 40
| 0.046528
| 0.370544
|
normal
| 0
|
31.784199
| 827,899
| 49,437
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 135
| 62
| 0.81554
| 0.341283
|
dos
| 1
|
105.391567
| 8,155
| 75,304
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 436
| 17
| 0.075445
| 0.411637
|
normal
| 0
|
9.896776
| 24,787
| 25,519
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 326
| 35
| 0.179415
| 0.597973
|
normal
| 0
|
118.844623
| 39,948
| 89,883
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 26
| 40
| 0.171105
| 0.175145
|
normal
| 0
|
129.019415
| 40,929
| 18,602
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 132
| 74
| 0.069915
| 0.734138
|
normal
| 0
|
503.287083
| 39,326
| 9,712
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 253
| 27
| 0.130497
| 0.244817
|
normal
| 0
|
118.20888
| 8,493
| 85,236
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 308
| 11
| 0.088014
| 0.7774
|
normal
| 0
|
16.28376
| 15,960
| 1,984
| 0
| 2
| 21
| 1
| 1
| 0
| 0
| 350
| 58
| 0.163631
| 0.493918
|
probe
| 1
|
72.322149
| 43,713
| 52,616
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 349
| 64
| 0.004114
| 0.372421
|
normal
| 0
|
202.43695
| 21,236
| 75,478
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 166
| 70
| 0.101
| 0.430206
|
normal
| 0
|
575.552702
| 18,015
| 3,723
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 113
| 72
| 0.056816
| 0.639456
|
normal
| 0
|
0.876861
| 9,681
| 67,881
| 3
| 0
| 3
| 11
| 1
| 0
| 0
| 431
| 15
| 0.187506
| 0.423011
|
r2l
| 1
|
94.804041
| 41,590
| 72,136
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 383
| 81
| 0.141926
| 0.146672
|
normal
| 0
|
8.22462
| 16,181
| 1,460
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 487
| 65
| 0.139745
| 0.703627
|
normal
| 0
|
30.716732
| 317,285
| 86,493
| 2
| 2
| 4
| 2
| 1
| 0
| 0
| 496
| 75
| 0.695735
| 0.963162
|
dos
| 1
|
15.307318
| 633,930
| 1,208
| 2
| 2
| 4
| 0
| 1
| 0
| 0
| 378
| 28
| 0.981611
| 0.163713
|
dos
| 1
|
149.418317
| 38,022
| 69,331
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 319
| 42
| 0.075175
| 0.284737
|
normal
| 0
|
13.302339
| 25,040
| 30,991
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 385
| 73
| 0.10775
| 0.809732
|
normal
| 0
|
1.831629
| 6,194,605
| 29,794
| 3
| 0
| 0
| 2
| 1
| 0
| 0
| 225
| 18
| 0.614411
| 0.782538
|
dos
| 1
|
35.058482
| 3,471
| 92,593
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 187
| 12
| 0.018445
| 0.067771
|
normal
| 0
|
142.824718
| 11,116
| 67,203
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 410
| 77
| 0.187829
| 0.383927
|
normal
| 0
|
1.130854
| 23,043
| 80,498
| 2
| 2
| 23
| 1
| 0
| 0
| 0
| 320
| 86
| 0.030604
| 0.904574
|
probe
| 1
|
115.194559
| 17,856
| 75,224
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 371
| 93
| 0.114463
| 0.499072
|
normal
| 0
|
34.954747
| 47,902
| 56,891
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 28
| 35
| 0.029686
| 0.159205
|
normal
| 0
|
0.903499
| 11,149
| 60,187
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 93
| 94
| 0.069697
| 0.407678
|
normal
| 0
|
100.336914
| 2,337
| 22,923
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 228
| 12
| 0.133883
| 0.98428
|
normal
| 0
|
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