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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
276.436209
| 1,206
| 21,259
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 16
| 96
| 0.042393
| 0.559999
|
normal
| 0
|
61.512988
| 46,984
| 32,472
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 341
| 98
| 0.092827
| 0.697383
|
normal
| 0
|
333.408739
| 13,993
| 59,256
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 382
| 77
| 0.076142
| 0.209062
|
normal
| 0
|
33.075261
| 8,192,579
| 13,706
| 2
| 0
| 4
| 0
| 0
| 0
| 0
| 430
| 79
| 0.58075
| 0.740036
|
dos
| 1
|
176.805032
| 32,527
| 18,769
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 152
| 61
| 0.091593
| 0.788789
|
normal
| 0
|
11.079402
| 41,008
| 68,002
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 110
| 44
| 0.045467
| 0.728408
|
normal
| 0
|
88.223099
| 38,887
| 5,329
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 227
| 92
| 0.176337
| 0.378142
|
normal
| 0
|
15.396778
| 21,124
| 32,106
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 236
| 13
| 0.107997
| 0.320798
|
normal
| 0
|
2.246248
| 24,919
| 60,381
| 0
| 0
| 1
| 6
| 0
| 0
| 0
| 43
| 69
| 0.158569
| 0.637226
|
r2l
| 1
|
97.701097
| 42,309
| 50,346
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 335
| 89
| 0.056018
| 0.672795
|
normal
| 0
|
4.249313
| 22,855
| 49,252
| 2
| 1
| 18
| 2
| 1
| 0
| 0
| 36
| 89
| 0.138874
| 0.566742
|
probe
| 1
|
7.463222
| 1,625,264
| 67,997
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 15
| 41
| 0.887846
| 0.049163
|
dos
| 1
|
75.703254
| 32,760
| 322
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 463
| 55
| 0.047045
| 0.560442
|
normal
| 0
|
83.313132
| 41,674
| 61,468
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 302
| 58
| 0.112133
| 0.314828
|
normal
| 0
|
8.21085
| 28,456
| 24,216
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 38
| 30
| 0.05974
| 0.24673
|
normal
| 0
|
4.092537
| 7,864,289
| 52,801
| 1
| 2
| 4
| 0
| 0
| 0
| 0
| 149
| 44
| 0.604761
| 0.983084
|
dos
| 1
|
125.121215
| 38,800
| 4,846
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 385
| 47
| 0.123606
| 0.990378
|
normal
| 0
|
5.469622
| 11,824
| 87,675
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 118
| 9
| 0.141097
| 0.012596
|
normal
| 0
|
142.823271
| 9,227
| 98,910
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 473
| 55
| 0.038557
| 0.762748
|
normal
| 0
|
30.046163
| 321,510
| 90,628
| 1
| 1
| 1
| 2
| 1
| 0
| 0
| 361
| 2
| 0.674662
| 0.692085
|
dos
| 1
|
179.112292
| 12,769
| 69,871
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 153
| 72
| 0.051234
| 0.302641
|
normal
| 0
|
24.598056
| 32,035
| 13,360
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 179
| 91
| 0.129397
| 0.649298
|
normal
| 0
|
179.140164
| 10,978
| 30,745
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 18
| 70
| 0.194859
| 0.449189
|
normal
| 0
|
9.933534
| 41,581
| 49,990
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 4
| 71
| 0.002257
| 0.227872
|
normal
| 0
|
6.603281
| 2,594,007
| 99,425
| 3
| 1
| 1
| 0
| 0
| 0
| 0
| 429
| 95
| 0.594877
| 0.467088
|
dos
| 1
|
22.249975
| 34,744
| 53,117
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 151
| 5
| 0.077632
| 0.258421
|
normal
| 0
|
6.768684
| 281,662
| 96,529
| 4
| 2
| 4
| 0
| 1
| 0
| 0
| 153
| 66
| 0.944621
| 0.136739
|
dos
| 1
|
122.050815
| 2,305
| 99,563
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 158
| 36
| 0.10713
| 0.978405
|
normal
| 0
|
2.568893
| 24,501
| 60,624
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 373
| 40
| 0.143082
| 0.437085
|
normal
| 0
|
0.956899
| 33,414
| 23,576
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 223
| 55
| 0.124374
| 0.116106
|
normal
| 0
|
34.425137
| 43,613
| 49,796
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 214
| 22
| 0.116678
| 0.680048
|
normal
| 0
|
15.464777
| 24,842
| 75,956
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 206
| 26
| 0.070331
| 0.184764
|
normal
| 0
|
99.507552
| 2,169
| 66,132
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 113
| 95
| 0.040678
| 0.445437
|
normal
| 0
|
109.003994
| 31,431
| 71,925
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 174
| 24
| 0.070759
| 0.757142
|
normal
| 0
|
284.646614
| 29,619
| 97,830
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 412
| 53
| 0.002375
| 0.296976
|
normal
| 0
|
303.738638
| 48,934
| 51,962
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 38
| 28
| 0.040436
| 0.839303
|
normal
| 0
|
17.538467
| 16,071
| 70,072
| 3
| 2
| 7
| 2
| 1
| 0
| 0
| 290
| 11
| 0.066023
| 0.28373
|
probe
| 1
|
0.569128
| 23,214
| 88,689
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 81
| 62
| 0.157124
| 0.203806
|
normal
| 0
|
44.472257
| 32,884
| 82,387
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 204
| 32
| 0.004508
| 0.321823
|
normal
| 0
|
71.978178
| 27,382
| 9,156
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 58
| 32
| 0.002948
| 0.133499
|
normal
| 0
|
10.453292
| 4,130,149
| 42,597
| 1
| 1
| 2
| 1
| 1
| 0
| 0
| 240
| 81
| 0.858286
| 0.815067
|
dos
| 1
|
3.424316
| 3,216,504
| 97,254
| 2
| 0
| 3
| 2
| 0
| 0
| 0
| 300
| 87
| 0.951343
| 0.725517
|
dos
| 1
|
323.275882
| 27,935
| 51,938
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 292
| 84
| 0.003947
| 0.603657
|
normal
| 0
|
6.798235
| 8,619
| 84,728
| 2
| 2
| 29
| 1
| 0
| 0
| 0
| 101
| 82
| 0.196595
| 0.085186
|
probe
| 1
|
11.530764
| 43,057
| 54,941
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 33
| 51
| 0.059585
| 0.004183
|
normal
| 0
|
30.921954
| 25,021
| 90,625
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 251
| 49
| 0.169941
| 0.989451
|
normal
| 0
|
29.39664
| 38,460
| 32,979
| 3
| 0
| 21
| 0
| 0
| 0
| 0
| 67
| 50
| 0.129812
| 0.890057
|
probe
| 1
|
4.43997
| 2,454
| 80,931
| 3
| 1
| 5
| 1
| 1
| 0
| 0
| 128
| 59
| 0.01478
| 0.386514
|
probe
| 1
|
32.20951
| 12,563
| 96,804
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 478
| 13
| 0.008496
| 0.89419
|
normal
| 0
|
3.940308
| 14,748
| 99,073
| 3
| 1
| 11
| 1
| 1
| 0
| 0
| 441
| 59
| 0.151304
| 0.185061
|
probe
| 1
|
111.485564
| 15,341
| 60,655
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 255
| 75
| 0.137903
| 0.853271
|
normal
| 0
|
0.209866
| 41,603
| 23,915
| 4
| 1
| 13
| 1
| 0
| 0
| 0
| 492
| 42
| 0.022424
| 0.811841
|
probe
| 1
|
22.49639
| 19,934
| 57,774
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 473
| 74
| 0.163325
| 0.944923
|
normal
| 0
|
219.501565
| 20,189
| 3,258
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 368
| 95
| 0.131246
| 0.918059
|
normal
| 0
|
113.274168
| 48,039
| 82,179
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 9
| 80
| 0.103072
| 0.935408
|
normal
| 0
|
18.511697
| 40,575
| 34,522
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 258
| 19
| 0.174792
| 0.31972
|
normal
| 0
|
122.011013
| 39,911
| 43,357
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 142
| 82
| 0.055846
| 0.486231
|
normal
| 0
|
135.260321
| 2,848
| 62,146
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 430
| 43
| 0.142698
| 0.321448
|
normal
| 0
|
217.93086
| 42,416
| 65,581
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 106
| 59
| 0.185241
| 0.490908
|
normal
| 0
|
25.210807
| 21,743
| 99,180
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 280
| 32
| 0.136676
| 0.914885
|
normal
| 0
|
448.775214
| 30,080
| 24,538
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 425
| 91
| 0.087654
| 0.759452
|
normal
| 0
|
16.651918
| 42,426
| 34,723
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 29
| 35
| 0.181958
| 0.197164
|
normal
| 0
|
91.801445
| 6,512
| 2,274
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 87
| 7
| 0.106716
| 0.744246
|
normal
| 0
|
10.309284
| 305,367
| 7,735
| 4
| 0
| 0
| 1
| 0
| 0
| 0
| 304
| 22
| 0.703369
| 0.592714
|
dos
| 1
|
2.606101
| 8,477
| 1,739
| 1
| 2
| 26
| 2
| 1
| 0
| 0
| 205
| 85
| 0.160504
| 0.269873
|
probe
| 1
|
1.716432
| 842,450
| 87,586
| 3
| 0
| 4
| 2
| 1
| 0
| 0
| 154
| 90
| 0.541482
| 0.830038
|
dos
| 1
|
221.558294
| 40,971
| 80,849
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 470
| 47
| 0.134668
| 0.901621
|
normal
| 0
|
23.109901
| 5,074,889
| 13,549
| 4
| 0
| 0
| 0
| 0
| 0
| 0
| 360
| 74
| 0.587038
| 0.419819
|
dos
| 1
|
68.716701
| 5,441
| 78,948
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 151
| 26
| 0.077668
| 0.010354
|
normal
| 0
|
13.736681
| 40,808
| 31,510
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 95
| 82
| 0.115386
| 0.044391
|
normal
| 0
|
0.736468
| 28,261
| 95,968
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 286
| 58
| 0.073931
| 0.802396
|
normal
| 0
|
3.721682
| 118,580
| 82,253
| 3
| 1
| 1
| 1
| 1
| 0
| 0
| 188
| 72
| 0.730333
| 0.031587
|
dos
| 1
|
312.776918
| 17,281
| 67,066
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 218
| 46
| 0.150528
| 0.288534
|
normal
| 0
|
144.429127
| 23,750
| 555
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 230
| 5
| 0.097489
| 0.681003
|
normal
| 0
|
341.477902
| 20,140
| 26,624
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 189
| 38
| 0.191747
| 0.410924
|
normal
| 0
|
5.503622
| 22,836
| 90,842
| 4
| 2
| 23
| 1
| 1
| 0
| 0
| 312
| 28
| 0.069677
| 0.431615
|
probe
| 1
|
114.012328
| 9,951
| 20,417
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 371
| 39
| 0.110511
| 0.669992
|
normal
| 0
|
4.530445
| 32,905
| 83,083
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 133
| 4
| 0.079671
| 0.136171
|
normal
| 0
|
152.351928
| 34,846
| 71,564
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 494
| 60
| 0.117362
| 0.718136
|
normal
| 0
|
47.956951
| 14,529
| 45,978
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 121
| 54
| 0.100521
| 0.211633
|
normal
| 0
|
10.066639
| 15,692
| 32,498
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 262
| 5
| 0.08071
| 0.360814
|
normal
| 0
|
83.943766
| 31,658
| 51,172
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 193
| 7
| 0.057642
| 0.660379
|
normal
| 0
|
0.876906
| 31,061
| 40,453
| 3
| 2
| 15
| 1
| 0
| 0
| 0
| 276
| 87
| 0.136631
| 0.337362
|
probe
| 1
|
107.755733
| 43,789
| 6,023
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 283
| 48
| 0.073402
| 0.179639
|
normal
| 0
|
107.345567
| 39,109
| 89,364
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 33
| 41
| 0.129504
| 0.265618
|
normal
| 0
|
122.080526
| 32,788
| 51,092
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 341
| 87
| 0.100697
| 0.137097
|
normal
| 0
|
488.82069
| 3,554
| 53,548
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 75
| 20
| 0.014598
| 0.616155
|
normal
| 0
|
48.889733
| 37,542
| 62,533
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 494
| 44
| 0.069295
| 0.466107
|
normal
| 0
|
62.607838
| 36,228
| 7,016
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 65
| 91
| 0.162712
| 0.312493
|
normal
| 0
|
163.276642
| 20,720
| 58,554
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 107
| 40
| 0.152907
| 0.006636
|
normal
| 0
|
12.642072
| 6,415,563
| 53,405
| 2
| 2
| 0
| 0
| 0
| 0
| 0
| 114
| 65
| 0.722433
| 0.269305
|
dos
| 1
|
3.7969
| 46,667
| 9,546
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 142
| 77
| 0.013748
| 0.474869
|
normal
| 0
|
185.200973
| 3,575
| 93,440
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 467
| 11
| 0.153464
| 0.753465
|
normal
| 0
|
1.927619
| 6,699,555
| 38,793
| 1
| 2
| 1
| 0
| 0
| 0
| 0
| 387
| 1
| 0.53299
| 0.155584
|
dos
| 1
|
18.731818
| 21,525
| 40,344
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 15
| 77
| 0.08497
| 0.50664
|
normal
| 0
|
10.900791
| 4,474,324
| 72,143
| 3
| 2
| 3
| 2
| 1
| 0
| 0
| 157
| 54
| 0.629876
| 0.258978
|
dos
| 1
|
8.113103
| 45,930
| 26,706
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 117
| 50
| 0.096629
| 0.356352
|
normal
| 0
|
2.602049
| 45,773
| 40,521
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 182
| 72
| 0.15632
| 0.963362
|
normal
| 0
|
10.996174
| 3,891,803
| 23,406
| 3
| 2
| 1
| 1
| 1
| 0
| 0
| 176
| 61
| 0.973947
| 0.588085
|
dos
| 1
|
58.41837
| 40,165
| 36,035
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 193
| 98
| 0.179531
| 0.086289
|
normal
| 0
|
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