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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
79.270508
| 12,575
| 46,527
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 365
| 58
| 0.04823
| 0.44215
|
normal
| 0
|
24.263731
| 11,647
| 35,708
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 228
| 93
| 0.189942
| 0.314146
|
normal
| 0
|
11.431052
| 9,123,529
| 65,956
| 1
| 1
| 4
| 1
| 1
| 0
| 0
| 250
| 9
| 0.59522
| 0.241228
|
dos
| 1
|
59.013695
| 38,111
| 35,847
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 491
| 89
| 0.017355
| 0.529586
|
normal
| 0
|
12.097597
| 495,197
| 80,036
| 3
| 1
| 0
| 0
| 1
| 0
| 0
| 46
| 47
| 0.547546
| 0.468322
|
dos
| 1
|
105.806484
| 37,210
| 61,559
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 201
| 56
| 0.105256
| 0.242917
|
normal
| 0
|
15.139559
| 44,537
| 53,991
| 2
| 0
| 0
| 5
| 1
| 0
| 0
| 82
| 6
| 0.054059
| 0.974453
|
r2l
| 1
|
27.861342
| 30,132
| 62,893
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 487
| 12
| 0.184829
| 0.286433
|
normal
| 0
|
41.924403
| 37,922
| 51,486
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 481
| 46
| 0.1258
| 0.122701
|
normal
| 0
|
159.286783
| 42,886
| 90,849
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 176
| 30
| 0.123826
| 0.402944
|
normal
| 0
|
88.255824
| 28,032
| 1,418
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 333
| 59
| 0.196979
| 0.135325
|
normal
| 0
|
9.245948
| 28,751
| 79,267
| 1
| 0
| 5
| 1
| 1
| 0
| 0
| 119
| 44
| 0.154159
| 0.935448
|
probe
| 1
|
2.270938
| 24,670
| 67,577
| 1
| 1
| 2
| 1
| 1
| 5
| 1
| 12
| 9
| 0.090079
| 0.842239
|
u2r
| 1
|
5.631577
| 6,515
| 59,129
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 387
| 40
| 0.105394
| 0.244345
|
normal
| 0
|
120.125442
| 34,762
| 79,119
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 16
| 22
| 0.087588
| 0.168354
|
normal
| 0
|
45.26744
| 1,844,775
| 62,749
| 1
| 2
| 0
| 0
| 1
| 0
| 0
| 160
| 46
| 0.504063
| 0.427636
|
dos
| 1
|
20.719224
| 26,428
| 91,174
| 3
| 0
| 17
| 2
| 1
| 0
| 0
| 276
| 27
| 0.192363
| 0.50952
|
probe
| 1
|
262.363479
| 3,618
| 95,787
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 99
| 10
| 0.177621
| 0.463504
|
normal
| 0
|
138.643076
| 38,549
| 19,952
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 212
| 64
| 0.000344
| 0.719437
|
normal
| 0
|
58.333423
| 21,560
| 33,139
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 286
| 77
| 0.18026
| 0.841299
|
normal
| 0
|
16.366745
| 42,540
| 40,345
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 188
| 76
| 0.023521
| 0.175253
|
normal
| 0
|
164.170791
| 29,496
| 54,527
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 336
| 56
| 0.103387
| 0.565454
|
normal
| 0
|
61.749353
| 49,897
| 51,675
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 40
| 47
| 0.014652
| 0.617825
|
normal
| 0
|
7.829925
| 14,499
| 88,274
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 237
| 12
| 0.075983
| 0.278212
|
normal
| 0
|
3.510118
| 6,745,531
| 5,650
| 3
| 1
| 1
| 1
| 0
| 0
| 0
| 229
| 28
| 0.833767
| 0.294078
|
dos
| 1
|
34.510212
| 1,798
| 47,715
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 161
| 59
| 0.16091
| 0.66188
|
normal
| 0
|
5.012369
| 20,054
| 1,418
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 26
| 62
| 0.122341
| 0.154429
|
normal
| 0
|
233.048073
| 45,673
| 65,170
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 431
| 36
| 0.012668
| 0.345931
|
normal
| 0
|
65.990796
| 36,294
| 78,404
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 48
| 15
| 0.081142
| 0.226487
|
normal
| 0
|
32.983975
| 44,764
| 35,969
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 62
| 9
| 0.166681
| 0.579356
|
normal
| 0
|
126.014309
| 11,516
| 25,202
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 400
| 82
| 0.119913
| 0.86487
|
normal
| 0
|
217.070086
| 45,484
| 80,985
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 285
| 91
| 0.116305
| 0.293804
|
normal
| 0
|
0.030712
| 21,269
| 46,352
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 483
| 24
| 0.092168
| 0.282636
|
normal
| 0
|
116.427844
| 4,674
| 4,307
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 415
| 34
| 0.09499
| 0.313881
|
normal
| 0
|
145.676702
| 33,258
| 84,881
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 219
| 47
| 0.178999
| 0.874604
|
normal
| 0
|
2.053086
| 7,923,480
| 99,950
| 1
| 2
| 1
| 2
| 1
| 0
| 0
| 318
| 9
| 0.998284
| 0.195466
|
dos
| 1
|
67.260724
| 12,799
| 59,343
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 476
| 29
| 0.18134
| 0.070925
|
normal
| 0
|
5.379746
| 4,036,041
| 89,435
| 3
| 2
| 3
| 2
| 0
| 0
| 0
| 190
| 48
| 0.710972
| 0.019074
|
dos
| 1
|
137.337767
| 16,036
| 84,555
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 90
| 82
| 0.154913
| 0.731427
|
normal
| 0
|
188.030232
| 29,640
| 67,879
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 252
| 28
| 0.161897
| 0.296866
|
normal
| 0
|
11.449843
| 16,990
| 73,720
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 26
| 21
| 0.173698
| 0.870273
|
normal
| 0
|
169.532403
| 34,590
| 58,353
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 116
| 99
| 0.019883
| 0.633916
|
normal
| 0
|
2.739236
| 943,055
| 48,069
| 4
| 2
| 1
| 0
| 1
| 0
| 0
| 18
| 49
| 0.840323
| 0.052462
|
dos
| 1
|
19.62745
| 3,334,707
| 81,065
| 3
| 2
| 1
| 1
| 1
| 0
| 0
| 173
| 23
| 0.714026
| 0.677708
|
dos
| 1
|
25.851142
| 957,617
| 22,382
| 2
| 1
| 0
| 2
| 1
| 0
| 0
| 237
| 29
| 0.790331
| 0.0019
|
dos
| 1
|
0.004813
| 26,410
| 81,135
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 389
| 74
| 0.010965
| 0.49046
|
normal
| 0
|
268.527632
| 39,305
| 45,110
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 255
| 84
| 0.076958
| 0.51732
|
normal
| 0
|
79.935969
| 5,696
| 11,004
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 5
| 11
| 0.107389
| 0.167436
|
normal
| 0
|
96.847617
| 6,049
| 70,512
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 478
| 63
| 0.179976
| 0.288033
|
normal
| 0
|
109.260859
| 46,884
| 55,221
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 391
| 38
| 0.065914
| 0.381465
|
normal
| 0
|
82.409681
| 30,486
| 69,574
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 9
| 21
| 0.15119
| 0.062858
|
normal
| 0
|
194.326087
| 6,721
| 89,607
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 459
| 31
| 0.177993
| 0.282301
|
normal
| 0
|
94.08443
| 43,671
| 19,268
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 245
| 77
| 0.056917
| 0.352336
|
normal
| 0
|
11.853339
| 6,554,531
| 99,626
| 1
| 1
| 3
| 0
| 1
| 0
| 0
| 221
| 55
| 0.859824
| 0.886812
|
dos
| 1
|
17.851362
| 40,645
| 46,689
| 4
| 0
| 1
| 0
| 0
| 2
| 1
| 447
| 56
| 0.132795
| 0.687501
|
u2r
| 1
|
18.7307
| 17,826
| 96,259
| 2
| 1
| 1
| 18
| 1
| 0
| 0
| 441
| 82
| 0.110389
| 0.850678
|
r2l
| 1
|
244.833432
| 5,614
| 84,331
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 315
| 46
| 0.054811
| 0.33632
|
normal
| 0
|
114.453319
| 40,083
| 42,275
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 36
| 92
| 0.089669
| 0.965127
|
normal
| 0
|
120.143933
| 28,756
| 21,232
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 227
| 6
| 0.002995
| 0.509096
|
normal
| 0
|
24.512568
| 6,521,509
| 80,894
| 2
| 2
| 2
| 2
| 0
| 0
| 0
| 98
| 26
| 0.600529
| 0.175763
|
dos
| 1
|
7.817406
| 28,185
| 44,502
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 380
| 36
| 0.09804
| 0.513691
|
normal
| 0
|
55.965285
| 23,102
| 9,746
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 487
| 63
| 0.107072
| 0.725313
|
normal
| 0
|
3.707138
| 7,048,309
| 65,961
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 364
| 68
| 0.786727
| 0.898227
|
dos
| 1
|
99.540555
| 31,571
| 29,070
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 191
| 96
| 0.160495
| 0.187723
|
normal
| 0
|
164.408983
| 7,853
| 7,097
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 474
| 2
| 0.087665
| 0.389479
|
normal
| 0
|
339.057526
| 8,841
| 24,879
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 13
| 55
| 0.03703
| 0.532846
|
normal
| 0
|
60.622867
| 2,105
| 30,408
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 275
| 86
| 0.117386
| 0.935795
|
normal
| 0
|
154.279955
| 27,241
| 90,215
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 138
| 13
| 0.151265
| 0.217149
|
normal
| 0
|
248.953646
| 41,818
| 7,498
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 203
| 12
| 0.091794
| 0.818994
|
normal
| 0
|
114.988063
| 49,575
| 73,069
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 414
| 67
| 0.06971
| 0.016536
|
normal
| 0
|
27.803879
| 7,464
| 96,062
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 36
| 72
| 0.159203
| 0.668428
|
normal
| 0
|
3.867873
| 1,791,627
| 86,582
| 4
| 1
| 4
| 2
| 0
| 0
| 0
| 260
| 40
| 0.589387
| 0.35937
|
dos
| 1
|
350.496077
| 24,786
| 5,867
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 357
| 93
| 0.014815
| 0.755808
|
normal
| 0
|
438.634224
| 1,923
| 84,643
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 414
| 56
| 0.134019
| 0.046404
|
normal
| 0
|
102.822789
| 20,105
| 12,140
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 189
| 86
| 0.018328
| 0.987494
|
normal
| 0
|
19.7044
| 1,238
| 58,452
| 2
| 0
| 4
| 12
| 1
| 0
| 0
| 160
| 63
| 0.128386
| 0.590102
|
r2l
| 1
|
22.358035
| 34,588
| 5,338
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 74
| 25
| 0.028281
| 0.035416
|
normal
| 0
|
28.246717
| 49,975
| 76,143
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 235
| 8
| 0.152471
| 0.080496
|
normal
| 0
|
6.308673
| 23,115
| 18,281
| 0
| 2
| 27
| 0
| 0
| 0
| 0
| 478
| 73
| 0.062411
| 0.465363
|
probe
| 1
|
3.216392
| 4,174,457
| 37,588
| 2
| 0
| 2
| 2
| 0
| 0
| 0
| 301
| 32
| 0.978158
| 0.708659
|
dos
| 1
|
21.208794
| 13,895
| 17,098
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 287
| 45
| 0.01623
| 0.609925
|
normal
| 0
|
0.037521
| 3,848,035
| 68,408
| 3
| 2
| 2
| 1
| 0
| 0
| 0
| 184
| 26
| 0.877137
| 0.150633
|
dos
| 1
|
89.05847
| 13,219
| 38,699
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 235
| 33
| 0.114871
| 0.680819
|
normal
| 0
|
92.587961
| 11,673
| 13,553
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 233
| 13
| 0.047969
| 0.7902
|
normal
| 0
|
34.52773
| 43,220
| 97,441
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 298
| 96
| 0.010196
| 0.939927
|
normal
| 0
|
253.343196
| 9,585
| 17,586
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 87
| 43
| 0.059165
| 0.812807
|
normal
| 0
|
3.225301
| 1,752,007
| 55,236
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 376
| 14
| 0.926157
| 0.128365
|
dos
| 1
|
49.769233
| 4,117
| 82,011
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 75
| 57
| 0.003409
| 0.386082
|
normal
| 0
|
56.967683
| 37,138
| 5,769
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 13
| 12
| 0.171935
| 0.6616
|
normal
| 0
|
29.33531
| 2,345,141
| 46,585
| 1
| 2
| 3
| 1
| 1
| 0
| 0
| 487
| 37
| 0.823547
| 0.959896
|
dos
| 1
|
1.0585
| 2,477,203
| 62,063
| 3
| 2
| 2
| 1
| 1
| 0
| 0
| 53
| 33
| 0.533301
| 0.046379
|
dos
| 1
|
48.174754
| 24,612
| 20,363
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 112
| 19
| 0.112948
| 0.933449
|
normal
| 0
|
53.485239
| 28,897
| 71,780
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 182
| 20
| 0.028361
| 0.542065
|
normal
| 0
|
42.777045
| 9,286
| 75,047
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 299
| 51
| 0.128311
| 0.667758
|
normal
| 0
|
38.00139
| 5,690,680
| 39,920
| 4
| 1
| 1
| 1
| 0
| 0
| 0
| 280
| 51
| 0.773904
| 0.157888
|
dos
| 1
|
61.274459
| 22,881
| 84,160
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 364
| 73
| 0.068786
| 0.53486
|
normal
| 0
|
20.688471
| 34,719
| 74,597
| 4
| 0
| 1
| 16
| 0
| 0
| 0
| 407
| 26
| 0.10549
| 0.518806
|
r2l
| 1
|
135.466665
| 27,652
| 27,342
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 225
| 62
| 0.061086
| 0.342229
|
normal
| 0
|
150.902101
| 7,010
| 77,085
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 474
| 33
| 0.090479
| 0.284981
|
normal
| 0
|
46.957494
| 3,971
| 33,742
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 147
| 7
| 0.087624
| 0.727911
|
normal
| 0
|
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