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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
160.064822
| 25,958
| 5,243
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 303
| 38
| 0.065958
| 0.659342
|
normal
| 0
|
129.434414
| 7,000
| 63,083
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 54
| 67
| 0.053575
| 0.007971
|
normal
| 0
|
8.536064
| 30,805
| 91,694
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 458
| 12
| 0.133126
| 0.963459
|
normal
| 0
|
13.62958
| 8,682
| 91,333
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 168
| 59
| 0.049136
| 0.349291
|
normal
| 0
|
12.569664
| 43,003
| 82,482
| 2
| 2
| 6
| 2
| 1
| 0
| 0
| 408
| 38
| 0.180847
| 0.13104
|
probe
| 1
|
146.589574
| 6,232
| 14,917
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 443
| 11
| 0.038605
| 0.003776
|
normal
| 0
|
6.024543
| 35,505
| 8,054
| 0
| 2
| 1
| 18
| 1
| 0
| 0
| 165
| 46
| 0.188408
| 0.735924
|
r2l
| 1
|
29.301285
| 38,835
| 53,334
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 216
| 66
| 0.150039
| 0.700313
|
normal
| 0
|
0.332001
| 2,356,643
| 49,113
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 481
| 47
| 0.614635
| 0.884262
|
dos
| 1
|
26.978921
| 27,366
| 95,306
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 269
| 34
| 0.079906
| 0.633131
|
normal
| 0
|
2.978236
| 40,774
| 65,216
| 0
| 0
| 9
| 1
| 1
| 0
| 0
| 485
| 59
| 0.057214
| 0.725255
|
probe
| 1
|
12.263581
| 46,307
| 76,565
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 71
| 69
| 0.129497
| 0.953689
|
normal
| 0
|
13.609831
| 20,588
| 73,036
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 404
| 94
| 0.051581
| 0.067832
|
normal
| 0
|
7.460275
| 14,553
| 41,704
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 282
| 19
| 0.149248
| 0.971188
|
normal
| 0
|
118.281842
| 3,638
| 96,187
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 106
| 20
| 0.193257
| 0.006172
|
normal
| 0
|
1.259307
| 15,291
| 41,329
| 1
| 1
| 21
| 2
| 1
| 0
| 0
| 472
| 2
| 0.05596
| 0.530183
|
probe
| 1
|
96.16313
| 2,847
| 79,765
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 248
| 60
| 0.095296
| 0.243257
|
normal
| 0
|
211.445582
| 18,158
| 64,387
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 93
| 31
| 0.085009
| 0.108427
|
normal
| 0
|
13.320108
| 5,783,899
| 51,243
| 1
| 1
| 2
| 0
| 1
| 0
| 0
| 346
| 50
| 0.638826
| 0.229333
|
dos
| 1
|
61.938183
| 9,223
| 50,472
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 56
| 38
| 0.084267
| 0.917893
|
normal
| 0
|
13.419409
| 24,800
| 38,654
| 1
| 0
| 4
| 17
| 1
| 0
| 0
| 96
| 17
| 0.093988
| 0.361632
|
r2l
| 1
|
23.782742
| 8,432,362
| 41,425
| 3
| 1
| 4
| 0
| 1
| 0
| 0
| 40
| 96
| 0.580993
| 0.693085
|
dos
| 1
|
11.929118
| 31,147
| 31,993
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 312
| 25
| 0.053422
| 0.174525
|
normal
| 0
|
7.659475
| 40,933
| 28,069
| 3
| 2
| 26
| 2
| 1
| 0
| 0
| 232
| 65
| 0.166211
| 0.649225
|
probe
| 1
|
2.308515
| 13,404
| 95,120
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 115
| 16
| 0.033813
| 0.668379
|
normal
| 0
|
79.824897
| 2,965
| 33,240
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 317
| 84
| 0.077969
| 0.081957
|
normal
| 0
|
36.975365
| 24,934
| 75,024
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 145
| 3
| 0.024359
| 0.339712
|
normal
| 0
|
70.027684
| 11,960
| 23,516
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 58
| 77
| 0.003007
| 0.963729
|
normal
| 0
|
1.364972
| 791,188
| 16,619
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 448
| 47
| 0.877218
| 0.49636
|
dos
| 1
|
5.668757
| 11,425
| 70,701
| 0
| 1
| 25
| 2
| 0
| 0
| 0
| 383
| 52
| 0.081993
| 0.883026
|
probe
| 1
|
81.386672
| 42,031
| 1,678
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 161
| 22
| 0.185232
| 0.343189
|
normal
| 0
|
141.083754
| 29,050
| 20,712
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 56
| 28
| 0.151607
| 0.713742
|
normal
| 0
|
8.238837
| 34,014
| 22,944
| 3
| 1
| 1
| 3
| 0
| 0
| 0
| 99
| 31
| 0.172252
| 0.361153
|
r2l
| 1
|
48.357715
| 21,168
| 6,064
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 231
| 7
| 0.067046
| 0.532052
|
normal
| 0
|
31.230637
| 26,995
| 82,185
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 426
| 34
| 0.129317
| 0.999517
|
normal
| 0
|
171.791289
| 45,108
| 6,333
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 415
| 30
| 0.004915
| 0.430493
|
normal
| 0
|
14.84362
| 45,657
| 64,694
| 0
| 2
| 15
| 2
| 1
| 0
| 0
| 175
| 25
| 0.138589
| 0.24803
|
probe
| 1
|
204.94668
| 11,632
| 67,940
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 404
| 67
| 0.080137
| 0.667471
|
normal
| 0
|
4.57077
| 9,802,992
| 29,218
| 1
| 2
| 1
| 0
| 1
| 0
| 0
| 427
| 99
| 0.746987
| 0.022755
|
dos
| 1
|
14.30585
| 4,177,103
| 46,584
| 3
| 0
| 3
| 2
| 1
| 0
| 0
| 363
| 66
| 0.744997
| 0.324243
|
dos
| 1
|
12.713305
| 8,138
| 30,177
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 144
| 91
| 0.198941
| 0.708301
|
normal
| 0
|
17.556642
| 33,227
| 15,711
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 454
| 67
| 0.131352
| 0.400592
|
normal
| 0
|
1.328726
| 3,382,530
| 75,093
| 2
| 0
| 2
| 2
| 1
| 0
| 0
| 140
| 92
| 0.928795
| 0.79827
|
dos
| 1
|
353.743198
| 48,475
| 16,003
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 359
| 54
| 0.177734
| 0.510559
|
normal
| 0
|
1.479806
| 1,306,007
| 47,988
| 4
| 0
| 2
| 2
| 0
| 0
| 0
| 128
| 75
| 0.810424
| 0.101753
|
dos
| 1
|
63.590423
| 49,542
| 98,113
| 1
| 2
| 0
| 8
| 1
| 0
| 0
| 145
| 57
| 0.18382
| 0.798701
|
r2l
| 1
|
3.894958
| 14,471
| 83,872
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 321
| 69
| 0.066846
| 0.961185
|
normal
| 0
|
5.818627
| 6,467,459
| 41,032
| 4
| 1
| 2
| 2
| 1
| 0
| 0
| 446
| 17
| 0.748857
| 0.071825
|
dos
| 1
|
6.016507
| 575,750
| 53,024
| 4
| 0
| 1
| 2
| 0
| 0
| 0
| 456
| 27
| 0.56604
| 0.980568
|
dos
| 1
|
3.575781
| 8,202,127
| 66,219
| 2
| 2
| 0
| 2
| 0
| 0
| 0
| 199
| 73
| 0.782141
| 0.299762
|
dos
| 1
|
5.787006
| 22,158
| 66,511
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 243
| 57
| 0.029447
| 0.570907
|
normal
| 0
|
296.074063
| 28,534
| 11,411
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 315
| 97
| 0.119922
| 0.07895
|
normal
| 0
|
22.414188
| 22,748
| 48,446
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 330
| 67
| 0.019471
| 0.81928
|
normal
| 0
|
36.055971
| 6,435
| 89,266
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 216
| 28
| 0.061819
| 0.440611
|
normal
| 0
|
67.5194
| 11,839
| 24,433
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 474
| 20
| 0.029195
| 0.427476
|
normal
| 0
|
12.575116
| 3,647,890
| 96,909
| 3
| 1
| 4
| 2
| 0
| 0
| 0
| 387
| 31
| 0.633225
| 0.940682
|
dos
| 1
|
110.119954
| 43,464
| 29,986
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 98
| 47
| 0.197509
| 0.392949
|
normal
| 0
|
368.121956
| 33,347
| 93,805
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 380
| 93
| 0.027515
| 0.697043
|
normal
| 0
|
93.248742
| 37,760
| 59,888
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 34
| 35
| 0.046219
| 0.950418
|
normal
| 0
|
4.916657
| 7,495,108
| 11,424
| 1
| 1
| 3
| 0
| 1
| 0
| 0
| 343
| 28
| 0.958871
| 0.939357
|
dos
| 1
|
9.212105
| 24,042
| 32,828
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 227
| 70
| 0.177048
| 0.821558
|
normal
| 0
|
98.835733
| 7,197
| 38,983
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 399
| 55
| 0.077088
| 0.934937
|
normal
| 0
|
60.486121
| 33,967
| 99,764
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 65
| 47
| 0.013361
| 0.391563
|
normal
| 0
|
1.095715
| 6,774,472
| 57,825
| 4
| 1
| 3
| 1
| 1
| 0
| 0
| 438
| 53
| 0.927299
| 0.605304
|
dos
| 1
|
49.136799
| 14,402
| 28,786
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 64
| 28
| 0.03318
| 0.465594
|
normal
| 0
|
113.772994
| 46,517
| 5,325
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 265
| 36
| 0.135591
| 0.497897
|
normal
| 0
|
5.65021
| 25,151
| 81,201
| 2
| 1
| 2
| 19
| 1
| 0
| 0
| 308
| 49
| 0.085814
| 0.707069
|
r2l
| 1
|
4.038081
| 9,232,234
| 29,582
| 3
| 0
| 4
| 0
| 0
| 0
| 0
| 201
| 48
| 0.519303
| 0.050445
|
dos
| 1
|
5.298771
| 17,400
| 12,841
| 3
| 0
| 3
| 13
| 0
| 0
| 0
| 480
| 53
| 0.189884
| 0.883286
|
r2l
| 1
|
36.249691
| 37,612
| 6,001
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 304
| 75
| 0.12553
| 0.951936
|
normal
| 0
|
29.286728
| 10,501
| 65,115
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 241
| 24
| 0.013657
| 0.325012
|
normal
| 0
|
6.792293
| 9,651
| 3,651
| 4
| 0
| 6
| 2
| 1
| 0
| 0
| 275
| 43
| 0.157298
| 0.424007
|
probe
| 1
|
181.245004
| 18,705
| 40,776
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 91
| 25
| 0.161387
| 0.922072
|
normal
| 0
|
1.777479
| 6,188,035
| 74,902
| 2
| 0
| 0
| 1
| 1
| 0
| 0
| 56
| 52
| 0.89216
| 0.255039
|
dos
| 1
|
218.360735
| 38,982
| 10,787
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 475
| 34
| 0.076146
| 0.91064
|
normal
| 0
|
13.406341
| 11,113
| 45,195
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 75
| 5
| 0.04455
| 0.826517
|
normal
| 0
|
6.748872
| 45,385
| 52,958
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 104
| 45
| 0.11069
| 0.939038
|
normal
| 0
|
82.783299
| 8,994
| 25,065
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 91
| 22
| 0.124944
| 0.217682
|
normal
| 0
|
69.804273
| 16,601
| 26,506
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 214
| 1
| 0.105865
| 0.737293
|
normal
| 0
|
67.576821
| 43,160
| 99,200
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 78
| 16
| 0.149421
| 0.291685
|
normal
| 0
|
2.998872
| 19,747
| 4,300
| 0
| 1
| 3
| 11
| 1
| 0
| 0
| 406
| 37
| 0.101052
| 0.783891
|
r2l
| 1
|
33.835325
| 4,767
| 86,920
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 262
| 39
| 0.19277
| 0.795803
|
normal
| 0
|
108.752184
| 43,020
| 40,318
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 218
| 94
| 0.075738
| 0.111226
|
normal
| 0
|
4.688275
| 8,702,121
| 81,466
| 2
| 2
| 1
| 0
| 1
| 0
| 0
| 492
| 75
| 0.940412
| 0.050962
|
dos
| 1
|
40.758255
| 15,600
| 72,415
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 195
| 76
| 0.091503
| 0.392938
|
normal
| 0
|
175.158152
| 23,282
| 94,828
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 258
| 95
| 0.059716
| 0.830715
|
normal
| 0
|
15.767037
| 4,880,065
| 53,890
| 3
| 2
| 3
| 2
| 1
| 0
| 0
| 373
| 19
| 0.980736
| 0.187867
|
dos
| 1
|
50.02325
| 40,526
| 53,228
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 230
| 88
| 0.110208
| 0.574262
|
normal
| 0
|
11.018857
| 1,299,609
| 41,501
| 4
| 0
| 3
| 2
| 0
| 0
| 0
| 419
| 25
| 0.783023
| 0.09483
|
dos
| 1
|
19.294941
| 9,903,241
| 73,211
| 2
| 0
| 1
| 0
| 0
| 0
| 0
| 88
| 48
| 0.647964
| 0.122759
|
dos
| 1
|
28.004697
| 47,676
| 97,471
| 1
| 1
| 2
| 5
| 0
| 0
| 0
| 87
| 80
| 0.116508
| 0.636434
|
r2l
| 1
|
24.201099
| 33,914
| 50,417
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 460
| 98
| 0.141886
| 0.702724
|
normal
| 0
|
247.446721
| 29,010
| 63,578
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 132
| 48
| 0.03843
| 0.247295
|
normal
| 0
|
21.007879
| 47,824
| 70,657
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 94
| 82
| 0.180848
| 0.698742
|
normal
| 0
|
4.963491
| 38,250
| 50,128
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 460
| 29
| 0.113008
| 0.121357
|
normal
| 0
|
10.523496
| 47,875
| 49,760
| 3
| 0
| 13
| 2
| 1
| 0
| 0
| 95
| 6
| 0.018411
| 0.532673
|
probe
| 1
|
129.816021
| 20,287
| 16,848
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 59
| 16
| 0.095774
| 0.411219
|
normal
| 0
|
256.751577
| 25,281
| 47,076
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 14
| 75
| 0.137342
| 0.412454
|
normal
| 0
|
11.487324
| 7,909,810
| 32,028
| 3
| 0
| 0
| 2
| 1
| 0
| 0
| 480
| 31
| 0.906874
| 0.045219
|
dos
| 1
|
303.319631
| 5,519
| 80,648
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 241
| 11
| 0.017093
| 0.143026
|
normal
| 0
|
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