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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
133.467523
| 13,531
| 19,718
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 139
| 78
| 0.183835
| 0.918831
|
normal
| 0
|
3.267192
| 45,963
| 83,982
| 4
| 2
| 14
| 1
| 0
| 0
| 0
| 389
| 39
| 0.095782
| 0.792053
|
probe
| 1
|
288.953062
| 49,048
| 14,676
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 310
| 82
| 0.144138
| 0.162878
|
normal
| 0
|
2.17741
| 8,945,318
| 25,240
| 2
| 2
| 4
| 1
| 1
| 0
| 0
| 337
| 12
| 0.641142
| 0.021921
|
dos
| 1
|
54.783341
| 21,808
| 99,768
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 280
| 41
| 0.181993
| 0.501434
|
normal
| 0
|
1.661885
| 7,687
| 12,837
| 2
| 2
| 26
| 0
| 0
| 0
| 0
| 128
| 78
| 0.198998
| 0.910234
|
probe
| 1
|
250.941467
| 3,238
| 75,812
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 364
| 91
| 0.015665
| 0.30014
|
normal
| 0
|
85.897675
| 49,593
| 36,473
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 234
| 44
| 0.056106
| 0.257804
|
normal
| 0
|
9.420665
| 31,164
| 14,095
| 0
| 0
| 5
| 1
| 1
| 0
| 0
| 108
| 97
| 0.106748
| 0.716534
|
probe
| 1
|
53.962851
| 47,095
| 72,448
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 434
| 18
| 0.147384
| 0.271917
|
normal
| 0
|
25.320692
| 28,444
| 62,638
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 127
| 63
| 0.099976
| 0.554426
|
normal
| 0
|
15.380613
| 2,534
| 435
| 4
| 2
| 1
| 12
| 1
| 0
| 0
| 134
| 65
| 0.021041
| 0.879928
|
r2l
| 1
|
2.709137
| 49,593
| 43,300
| 3
| 0
| 4
| 13
| 1
| 0
| 0
| 346
| 96
| 0.163786
| 0.934731
|
r2l
| 1
|
69.583655
| 16,591
| 69,932
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 195
| 84
| 0.027817
| 0.365091
|
normal
| 0
|
97.822183
| 39,688
| 16,013
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 299
| 62
| 0.096589
| 0.11282
|
normal
| 0
|
23.355454
| 21,577
| 56,248
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 465
| 36
| 0.089871
| 0.644257
|
normal
| 0
|
157.958161
| 46,481
| 83,617
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 36
| 29
| 0.099667
| 0.531798
|
normal
| 0
|
295.964734
| 38,094
| 24,478
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 55
| 89
| 0.02774
| 0.112437
|
normal
| 0
|
221.735412
| 7,902
| 46,418
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 248
| 84
| 0.032787
| 0.392415
|
normal
| 0
|
8.193952
| 375,321
| 72,658
| 4
| 0
| 4
| 0
| 1
| 0
| 0
| 392
| 52
| 0.858005
| 0.750222
|
dos
| 1
|
2.075302
| 2,616,969
| 12,203
| 4
| 2
| 1
| 0
| 0
| 0
| 0
| 137
| 30
| 0.571479
| 0.117145
|
dos
| 1
|
5.946178
| 3,776,704
| 74,774
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 120
| 59
| 0.844262
| 0.896358
|
dos
| 1
|
90.415747
| 10,652
| 59,741
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 183
| 42
| 0.081127
| 0.722974
|
normal
| 0
|
79.388383
| 13,565
| 34,186
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 172
| 92
| 0.055866
| 0.6939
|
normal
| 0
|
261.240327
| 6,020
| 14,768
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 471
| 24
| 0.194192
| 0.188822
|
normal
| 0
|
76.792452
| 41,668
| 11,213
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 212
| 88
| 0.138153
| 0.845158
|
normal
| 0
|
72.347996
| 5,568
| 52,200
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 357
| 23
| 0.14848
| 0.803
|
normal
| 0
|
18.242237
| 15,225
| 73,756
| 0
| 1
| 13
| 1
| 1
| 0
| 0
| 143
| 39
| 0.181979
| 0.864644
|
probe
| 1
|
7.194396
| 14,177
| 93,266
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 398
| 1
| 0.019335
| 0.475259
|
normal
| 0
|
0.744798
| 27,317
| 73,179
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 406
| 49
| 0.085393
| 0.009356
|
normal
| 0
|
244.46583
| 40,564
| 77,234
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 363
| 52
| 0.121023
| 0.247249
|
normal
| 0
|
0.865684
| 5,218,389
| 49,792
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 491
| 32
| 0.771031
| 0.254106
|
dos
| 1
|
63.216757
| 2,839
| 76,932
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 143
| 69
| 0.192881
| 0.284742
|
normal
| 0
|
186.682972
| 13,945
| 45,170
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 368
| 15
| 0.138251
| 0.24646
|
normal
| 0
|
93.967787
| 5,160
| 23,585
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 492
| 10
| 0.183644
| 0.923226
|
normal
| 0
|
4.512827
| 5,478,984
| 29,773
| 2
| 0
| 1
| 1
| 1
| 0
| 0
| 101
| 33
| 0.743162
| 0.897491
|
dos
| 1
|
35.173634
| 10,762
| 72,023
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 48
| 40
| 0.137463
| 0.917256
|
normal
| 0
|
6.946181
| 8,641,387
| 70,311
| 2
| 1
| 2
| 1
| 1
| 0
| 0
| 396
| 23
| 0.843768
| 0.204576
|
dos
| 1
|
6.087071
| 747,253
| 61,520
| 4
| 2
| 0
| 2
| 0
| 0
| 0
| 85
| 62
| 0.826527
| 0.758466
|
dos
| 1
|
5.461416
| 3,590
| 1,985
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 232
| 12
| 0.155905
| 0.647662
|
normal
| 0
|
21.270245
| 2,914
| 70,352
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 200
| 30
| 0.161683
| 0.644999
|
normal
| 0
|
14.252923
| 43,049
| 77,759
| 3
| 2
| 2
| 1
| 1
| 3
| 0
| 278
| 11
| 0.017591
| 0.219846
|
u2r
| 1
|
33.171903
| 47,548
| 53,319
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 303
| 42
| 0.196826
| 0.508061
|
normal
| 0
|
111.02202
| 37,782
| 83,949
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 488
| 49
| 0.103352
| 0.712686
|
normal
| 0
|
3.101406
| 3,490,764
| 7,205
| 1
| 1
| 1
| 1
| 0
| 0
| 0
| 391
| 20
| 0.761773
| 0.472344
|
dos
| 1
|
12.591103
| 13,753
| 25,049
| 3
| 1
| 4
| 10
| 1
| 0
| 0
| 253
| 68
| 0.167468
| 0.884294
|
r2l
| 1
|
5.013015
| 44,510
| 87,036
| 2
| 1
| 3
| 0
| 1
| 4
| 1
| 230
| 63
| 0.13795
| 0.257187
|
u2r
| 1
|
11.303568
| 1,655,476
| 98,474
| 2
| 2
| 3
| 2
| 1
| 0
| 0
| 437
| 15
| 0.952579
| 0.387735
|
dos
| 1
|
71.094757
| 27,418
| 59,431
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 496
| 17
| 0.194247
| 0.81211
|
normal
| 0
|
254.971148
| 49,841
| 36,012
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 388
| 20
| 0.001211
| 0.854952
|
normal
| 0
|
13.052754
| 3,422,412
| 84,391
| 4
| 1
| 3
| 0
| 1
| 0
| 0
| 441
| 76
| 0.590614
| 0.06762
|
dos
| 1
|
346.584607
| 28,716
| 81,094
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 6
| 7
| 0.140948
| 0.070248
|
normal
| 0
|
105.119182
| 24,883
| 56,183
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 51
| 74
| 0.015585
| 0.851607
|
normal
| 0
|
23.320243
| 18,717
| 83,165
| 2
| 1
| 6
| 2
| 0
| 0
| 0
| 158
| 39
| 0.076851
| 0.394347
|
probe
| 1
|
98.089059
| 25,652
| 7,769
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 1
| 37
| 0.143188
| 0.177915
|
normal
| 0
|
97.50299
| 26,740
| 8,989
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 472
| 67
| 0.004452
| 0.368642
|
normal
| 0
|
15.913683
| 17,797
| 61,090
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 32
| 47
| 0.183132
| 0.071635
|
normal
| 0
|
78.469017
| 24,653
| 13,739
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 342
| 93
| 0.093351
| 0.925086
|
normal
| 0
|
48.7871
| 12,641
| 21,951
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 248
| 88
| 0.037265
| 0.25249
|
normal
| 0
|
58.435953
| 17,454
| 78,468
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 128
| 53
| 0.099372
| 0.119718
|
normal
| 0
|
74.149864
| 37,574
| 96,687
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 241
| 81
| 0.011675
| 0.058729
|
normal
| 0
|
13.742028
| 39,457
| 98,625
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 56
| 3
| 0.059143
| 0.067415
|
normal
| 0
|
36.508604
| 9,613,903
| 56,471
| 1
| 2
| 1
| 1
| 1
| 0
| 0
| 77
| 9
| 0.729723
| 0.744514
|
dos
| 1
|
6.55519
| 31,815
| 53,047
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 239
| 26
| 0.106144
| 0.605499
|
normal
| 0
|
1.763945
| 42,539
| 42,028
| 3
| 1
| 1
| 16
| 1
| 0
| 0
| 300
| 47
| 0.016367
| 0.052647
|
r2l
| 1
|
12.616207
| 9,462
| 56,315
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 165
| 14
| 0.157352
| 0.618965
|
normal
| 0
|
29.911348
| 13,271
| 74,051
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 412
| 50
| 0.014962
| 0.837345
|
normal
| 0
|
4.471201
| 3,285
| 22,939
| 1
| 0
| 8
| 2
| 1
| 0
| 0
| 259
| 71
| 0.088334
| 0.02496
|
probe
| 1
|
65.915172
| 7,364
| 70,874
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 70
| 77
| 0.182733
| 0.120273
|
normal
| 0
|
7.424166
| 48,609
| 51,819
| 1
| 0
| 2
| 3
| 0
| 0
| 0
| 2
| 87
| 0.005725
| 0.618065
|
r2l
| 1
|
48.488264
| 26,075
| 43,054
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 419
| 68
| 0.189694
| 0.186452
|
normal
| 0
|
19.174149
| 15,629
| 8,836
| 3
| 1
| 1
| 13
| 0
| 0
| 0
| 21
| 37
| 0.071482
| 0.074894
|
r2l
| 1
|
22.341358
| 39,318
| 3,844
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 251
| 29
| 0.009242
| 0.732881
|
normal
| 0
|
1.418073
| 16,682
| 9,903
| 2
| 2
| 19
| 2
| 1
| 0
| 0
| 341
| 33
| 0.105594
| 0.532151
|
probe
| 1
|
57.665831
| 36,116
| 43,640
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 175
| 21
| 0.150775
| 0.405173
|
normal
| 0
|
5.717018
| 1,247
| 8,494
| 1
| 2
| 0
| 2
| 0
| 7
| 0
| 31
| 50
| 0.054992
| 0.319762
|
u2r
| 1
|
88.181486
| 39,618
| 36,029
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 398
| 83
| 0.080164
| 0.617994
|
normal
| 0
|
93.228116
| 32,129
| 79,770
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 136
| 69
| 0.187907
| 0.356522
|
normal
| 0
|
6.67966
| 4,806
| 62,211
| 4
| 1
| 2
| 9
| 0
| 0
| 0
| 496
| 79
| 0.143217
| 0.504533
|
r2l
| 1
|
42.143268
| 29,692
| 20,144
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 220
| 46
| 0.177515
| 0.185846
|
normal
| 0
|
186.589334
| 30,674
| 23,386
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 42
| 40
| 0.194154
| 0.895098
|
normal
| 0
|
9.195761
| 4,135
| 335
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 160
| 39
| 0.00286
| 0.102517
|
normal
| 0
|
195.143999
| 49,108
| 83,798
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 16
| 61
| 0.101972
| 0.052785
|
normal
| 0
|
66.104797
| 26,958
| 27,867
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 493
| 68
| 0.011601
| 0.455244
|
normal
| 0
|
181.490997
| 10,017
| 34,620
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 165
| 24
| 0.137677
| 0.875931
|
normal
| 0
|
18.88839
| 25,993
| 4,755
| 3
| 0
| 22
| 2
| 1
| 0
| 0
| 223
| 50
| 0.011978
| 0.742038
|
probe
| 1
|
41.376388
| 29,556
| 38,006
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 38
| 47
| 0.024008
| 0.0563
|
normal
| 0
|
139.273453
| 31,661
| 7,788
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 11
| 47
| 0.126277
| 0.901843
|
normal
| 0
|
9.878401
| 4,068
| 29,575
| 4
| 2
| 4
| 3
| 1
| 0
| 0
| 110
| 98
| 0.010017
| 0.21109
|
r2l
| 1
|
3.883818
| 11,381
| 84,049
| 0
| 1
| 25
| 2
| 0
| 0
| 0
| 385
| 20
| 0.171506
| 0.511307
|
probe
| 1
|
360.716399
| 37,922
| 70,668
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 321
| 50
| 0.016142
| 0.288013
|
normal
| 0
|
8.827411
| 46,353
| 50,120
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 53
| 17
| 0.139968
| 0.189065
|
normal
| 0
|
7.096227
| 27,104
| 26,532
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 359
| 13
| 0.1889
| 0.625566
|
normal
| 0
|
90.511396
| 23,771
| 18,909
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 182
| 94
| 0.168755
| 0.665662
|
normal
| 0
|
128.280235
| 37,731
| 84,266
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 369
| 1
| 0.110913
| 0.53939
|
normal
| 0
|
324.127812
| 14,531
| 749
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 283
| 8
| 0.174193
| 0.143048
|
normal
| 0
|
51.910275
| 44,953
| 10,935
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 145
| 18
| 0.189359
| 0.535913
|
normal
| 0
|
2.561673
| 6,274
| 16,049
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 79
| 1
| 0.071761
| 0.536616
|
normal
| 0
|
3.538813
| 18,628
| 2,915
| 4
| 2
| 2
| 9
| 0
| 0
| 0
| 399
| 20
| 0.177038
| 0.429671
|
r2l
| 1
|
0.356945
| 26,169
| 97,042
| 4
| 2
| 2
| 1
| 0
| 8
| 1
| 2
| 39
| 0.102605
| 0.996186
|
u2r
| 1
|
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