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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
236.203892
| 481
| 5,536
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 42
| 29
| 0.130007
| 0.80923
|
normal
| 0
|
5.493731
| 11,884
| 14,271
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 280
| 69
| 0.05635
| 0.116994
|
normal
| 0
|
36.873193
| 15,124
| 96,293
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 396
| 71
| 0.188484
| 0.997036
|
normal
| 0
|
33.988139
| 9,725
| 71,108
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 285
| 84
| 0.044204
| 0.967765
|
normal
| 0
|
12.141299
| 36,749
| 91,342
| 4
| 1
| 15
| 2
| 1
| 0
| 0
| 60
| 1
| 0.002647
| 0.797633
|
probe
| 1
|
14.067105
| 40,976
| 93,085
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 312
| 2
| 0.115605
| 0.719964
|
normal
| 0
|
214.002087
| 28,117
| 59,791
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 46
| 50
| 0.126766
| 0.732596
|
normal
| 0
|
7.172393
| 3,411,259
| 55,221
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 201
| 71
| 0.519327
| 0.126575
|
dos
| 1
|
105.574195
| 12,536
| 93,370
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 186
| 17
| 0.050082
| 0.703233
|
normal
| 0
|
61.32531
| 43,264
| 54,631
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 398
| 96
| 0.164215
| 0.388904
|
normal
| 0
|
270.240679
| 6,847
| 92,124
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 275
| 12
| 0.023315
| 0.690257
|
normal
| 0
|
177.635801
| 18,683
| 44,635
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 297
| 42
| 0.008085
| 0.434441
|
normal
| 0
|
12.18828
| 20,016
| 5,125
| 3
| 2
| 21
| 2
| 1
| 0
| 0
| 238
| 54
| 0.050974
| 0.247073
|
probe
| 1
|
6.775035
| 1,047,193
| 48,260
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 246
| 56
| 0.506956
| 0.848969
|
dos
| 1
|
83.685579
| 35,597
| 37,861
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 185
| 19
| 0.171423
| 0.229131
|
normal
| 0
|
1.883726
| 8,887
| 87,512
| 1
| 2
| 17
| 2
| 1
| 0
| 0
| 414
| 57
| 0.042987
| 0.067108
|
probe
| 1
|
1.081806
| 2,106,759
| 30,299
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 75
| 45
| 0.55437
| 0.273795
|
dos
| 1
|
62.005399
| 4,010
| 14,848
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 150
| 10
| 0.11958
| 0.872526
|
normal
| 0
|
0.989482
| 36,364
| 97,037
| 0
| 1
| 15
| 1
| 1
| 0
| 0
| 108
| 52
| 0.15192
| 0.301838
|
probe
| 1
|
44.215299
| 44,179
| 82
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 224
| 31
| 0.088708
| 0.579554
|
normal
| 0
|
0.207242
| 3,551,543
| 73,502
| 3
| 2
| 2
| 2
| 1
| 0
| 0
| 100
| 71
| 0.64831
| 0.82591
|
dos
| 1
|
2.868501
| 36,668
| 20,146
| 2
| 1
| 29
| 0
| 1
| 0
| 0
| 165
| 70
| 0.044696
| 0.339505
|
probe
| 1
|
329.857165
| 8,262
| 96,590
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 133
| 49
| 0.060366
| 0.61373
|
normal
| 0
|
81.130674
| 11,362
| 17,042
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 275
| 39
| 0.015261
| 0.780569
|
normal
| 0
|
93.298494
| 32,398
| 88,165
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 174
| 56
| 0.03143
| 0.411053
|
normal
| 0
|
20.545245
| 35,691
| 13,599
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 485
| 8
| 0.026673
| 0.301129
|
normal
| 0
|
6.793136
| 946,087
| 76,600
| 4
| 1
| 1
| 1
| 0
| 0
| 0
| 488
| 52
| 0.590549
| 0.229195
|
dos
| 1
|
18.759002
| 30,370
| 54,302
| 0
| 1
| 29
| 2
| 1
| 0
| 0
| 468
| 60
| 0.126236
| 0.59242
|
probe
| 1
|
33.503323
| 19,800
| 50,489
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 407
| 42
| 0.077923
| 0.506063
|
normal
| 0
|
110.371533
| 43,369
| 89,060
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 463
| 15
| 0.147157
| 0.608371
|
normal
| 0
|
37.151325
| 37,805
| 47,257
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 161
| 3
| 0.129361
| 0.264197
|
normal
| 0
|
5.113212
| 23,901
| 80,431
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 195
| 27
| 0.026666
| 0.781197
|
normal
| 0
|
178.302022
| 15,956
| 30,586
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 300
| 33
| 0.089964
| 0.380414
|
normal
| 0
|
37.154207
| 13,463
| 95,784
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 404
| 41
| 0.084083
| 0.855867
|
normal
| 0
|
0.402513
| 21,068
| 11,416
| 3
| 2
| 0
| 12
| 0
| 0
| 0
| 453
| 93
| 0.105826
| 0.218857
|
r2l
| 1
|
7.773256
| 12,152
| 95,150
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 356
| 23
| 0.17008
| 0.996481
|
normal
| 0
|
29.002989
| 27,889
| 74,421
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 342
| 51
| 0.05757
| 0.34014
|
normal
| 0
|
10.472305
| 1,012,368
| 4,327
| 4
| 0
| 4
| 1
| 0
| 0
| 0
| 273
| 36
| 0.999625
| 0.102984
|
dos
| 1
|
148.854912
| 39,262
| 19,640
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 175
| 35
| 0.075667
| 0.042681
|
normal
| 0
|
8.061581
| 8,272
| 91,964
| 4
| 0
| 4
| 19
| 1
| 0
| 0
| 423
| 39
| 0.178324
| 0.604703
|
r2l
| 1
|
0.323752
| 39,325
| 29,059
| 4
| 2
| 4
| 4
| 1
| 0
| 0
| 401
| 46
| 0.048909
| 0.441182
|
r2l
| 1
|
19.097408
| 36,164
| 10,871
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 441
| 92
| 0.062586
| 0.58373
|
normal
| 0
|
67.9006
| 22,268
| 863
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 70
| 24
| 0.095145
| 0.169932
|
normal
| 0
|
116.487112
| 40,091
| 46,703
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 114
| 16
| 0.066177
| 0.37674
|
normal
| 0
|
105.552652
| 15,798
| 42,178
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 336
| 99
| 0.15319
| 0.438217
|
normal
| 0
|
91.911825
| 11,884
| 54,056
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 66
| 66
| 0.170463
| 0.380581
|
normal
| 0
|
258.789135
| 31,572
| 91,161
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 79
| 33
| 0.1048
| 0.863543
|
normal
| 0
|
25.94512
| 31,826
| 63,427
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 454
| 20
| 0.064896
| 0.6599
|
normal
| 0
|
68.066383
| 24,648
| 7,361
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 105
| 57
| 0.130257
| 0.80466
|
normal
| 0
|
215.410087
| 28,231
| 48,146
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 194
| 42
| 0.085473
| 0.696616
|
normal
| 0
|
21.954651
| 12,551
| 52,054
| 0
| 1
| 15
| 0
| 0
| 0
| 0
| 116
| 70
| 0.121784
| 0.986457
|
probe
| 1
|
5.751076
| 38,428
| 29,208
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 319
| 67
| 0.135582
| 0.816626
|
normal
| 0
|
26.566267
| 17,458
| 70,342
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 259
| 90
| 0.153666
| 0.983155
|
normal
| 0
|
100.245125
| 6,376
| 70,919
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 5
| 96
| 0.124065
| 0.791328
|
normal
| 0
|
15.875876
| 6,324
| 46,594
| 3
| 2
| 1
| 2
| 0
| 2
| 1
| 218
| 94
| 0.122768
| 0.413401
|
u2r
| 1
|
21.101723
| 39,986
| 9,686
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 342
| 22
| 0.197724
| 0.132289
|
normal
| 0
|
61.397066
| 8,284
| 47,342
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 357
| 56
| 0.05409
| 0.38238
|
normal
| 0
|
2.636925
| 8,636,580
| 82,287
| 3
| 2
| 3
| 0
| 1
| 0
| 0
| 394
| 26
| 0.945276
| 0.920631
|
dos
| 1
|
28.576086
| 37,673
| 82,331
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 344
| 69
| 0.054957
| 0.486286
|
normal
| 0
|
17.952652
| 3,836,212
| 52,245
| 2
| 2
| 1
| 0
| 0
| 0
| 0
| 358
| 88
| 0.562135
| 0.323862
|
dos
| 1
|
95.077686
| 20,300
| 16,737
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 335
| 88
| 0.173274
| 0.507271
|
normal
| 0
|
291.393889
| 15,408
| 58,909
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 230
| 26
| 0.0101
| 0.788671
|
normal
| 0
|
112.313573
| 5,233
| 96,675
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 492
| 15
| 0.137725
| 0.624535
|
normal
| 0
|
152.741629
| 13,796
| 83,258
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 397
| 7
| 0.186123
| 0.526946
|
normal
| 0
|
45.698489
| 14,148
| 54,029
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 352
| 30
| 0.165291
| 0.980575
|
normal
| 0
|
1.342319
| 7,835,447
| 82,248
| 4
| 1
| 4
| 2
| 1
| 0
| 0
| 234
| 20
| 0.783012
| 0.597084
|
dos
| 1
|
60.56268
| 10,504
| 42,453
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 389
| 7
| 0.06296
| 0.131571
|
normal
| 0
|
164.575356
| 12,948
| 40,923
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 108
| 37
| 0.094537
| 0.787129
|
normal
| 0
|
60.9357
| 31,976
| 23,400
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 333
| 66
| 0.007317
| 0.16888
|
normal
| 0
|
187.552425
| 8,873
| 11,021
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 139
| 58
| 0.04769
| 0.854532
|
normal
| 0
|
448.93429
| 16,343
| 1,486
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 34
| 95
| 0.188137
| 0.21289
|
normal
| 0
|
7.475228
| 6,362
| 7,607
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 290
| 5
| 0.098627
| 0.911474
|
normal
| 0
|
4.647351
| 7,918
| 98,276
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 183
| 9
| 0.032037
| 0.709024
|
normal
| 0
|
16.203634
| 16,214
| 20,119
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 242
| 41
| 0.129409
| 0.781169
|
normal
| 0
|
48.510862
| 15,128
| 17,121
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 73
| 51
| 0.027175
| 0.967782
|
normal
| 0
|
14.046073
| 20,041
| 70,903
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 27
| 24
| 0.097598
| 0.288106
|
normal
| 0
|
204.53453
| 35,250
| 69,424
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 490
| 59
| 0.168712
| 0.342909
|
normal
| 0
|
2.341833
| 22,165
| 39,660
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 286
| 4
| 0.133491
| 0.527547
|
normal
| 0
|
9.85222
| 16,714
| 37,611
| 3
| 0
| 2
| 11
| 1
| 0
| 0
| 163
| 38
| 0.123407
| 0.576656
|
r2l
| 1
|
20.419255
| 39,322
| 91,906
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 131
| 6
| 0.153114
| 0.560843
|
normal
| 0
|
268.149586
| 18,367
| 91,414
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 492
| 22
| 0.160753
| 0.641503
|
normal
| 0
|
110.709115
| 10,203
| 39,059
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 152
| 65
| 0.123311
| 0.924018
|
normal
| 0
|
4.908572
| 6,131
| 2,668
| 2
| 2
| 19
| 0
| 0
| 0
| 0
| 249
| 57
| 0.144774
| 0.241915
|
probe
| 1
|
4.715407
| 4,276
| 4,238
| 2
| 0
| 14
| 0
| 1
| 0
| 0
| 40
| 94
| 0.053054
| 0.095507
|
probe
| 1
|
68.736044
| 10,247
| 54,223
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 285
| 59
| 0.140335
| 0.08887
|
normal
| 0
|
26.698979
| 37,351
| 4,166
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 332
| 72
| 0.023102
| 0.458288
|
normal
| 0
|
18.913516
| 7,656,100
| 79,776
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 421
| 24
| 0.595335
| 0.4819
|
dos
| 1
|
25.221051
| 2,366
| 31,030
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 20
| 91
| 0.170108
| 0.989854
|
normal
| 0
|
123.303542
| 17,135
| 637
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 258
| 34
| 0.089385
| 0.128612
|
normal
| 0
|
4.12864
| 34,978
| 86,482
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 200
| 88
| 0.057956
| 0.332527
|
normal
| 0
|
5.272703
| 14,875
| 2,641
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 144
| 27
| 0.122516
| 0.764077
|
normal
| 0
|
3.584275
| 35,966
| 76,674
| 2
| 0
| 7
| 1
| 0
| 0
| 0
| 124
| 4
| 0.031056
| 0.164811
|
probe
| 1
|
0.187453
| 2,855
| 8,962
| 2
| 1
| 5
| 0
| 1
| 0
| 0
| 27
| 53
| 0.046999
| 0.860539
|
probe
| 1
|
109.44099
| 40,416
| 96,611
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 161
| 87
| 0.050631
| 0.311133
|
normal
| 0
|
46.502485
| 20,532
| 29,839
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 88
| 26
| 0.073488
| 0.004844
|
normal
| 0
|
163.961308
| 30,559
| 5,802
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 42
| 96
| 0.0859
| 0.403589
|
normal
| 0
|
12.638447
| 1,541,394
| 7,638
| 4
| 2
| 1
| 1
| 0
| 0
| 0
| 333
| 36
| 0.695808
| 0.326969
|
dos
| 1
|
14.382341
| 17,661
| 47,758
| 3
| 2
| 20
| 0
| 0
| 0
| 0
| 215
| 5
| 0.055587
| 0.685692
|
probe
| 1
|
2.249721
| 15,481
| 52,168
| 1
| 0
| 27
| 2
| 1
| 0
| 0
| 220
| 56
| 0.109533
| 0.463575
|
probe
| 1
|
2.66827
| 3,712,869
| 91,765
| 1
| 0
| 4
| 2
| 1
| 0
| 0
| 268
| 49
| 0.5371
| 0.207412
|
dos
| 1
|
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