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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.886694
| 5,717
| 31,075
| 1
| 2
| 28
| 2
| 1
| 0
| 0
| 367
| 92
| 0.128163
| 0.701202
|
probe
| 1
|
8.485266
| 11,765
| 33,703
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 153
| 12
| 0.055691
| 0.140807
|
normal
| 0
|
0.671983
| 1,719,932
| 8,426
| 3
| 2
| 0
| 2
| 0
| 0
| 0
| 371
| 26
| 0.79705
| 0.553642
|
dos
| 1
|
20.80595
| 48,210
| 29,310
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 493
| 92
| 0.082731
| 0.857333
|
normal
| 0
|
74.853564
| 4,571
| 8,530
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 498
| 93
| 0.002252
| 0.206268
|
normal
| 0
|
116.106191
| 47,114
| 36,293
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 220
| 44
| 0.057581
| 0.012949
|
normal
| 0
|
67.51532
| 49,938
| 26,078
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 238
| 58
| 0.094057
| 0.881614
|
normal
| 0
|
108.059753
| 48,770
| 5,978
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 321
| 31
| 0.11829
| 0.373544
|
normal
| 0
|
45.400511
| 20,950
| 64,770
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 102
| 34
| 0.153529
| 0.734608
|
normal
| 0
|
2.831985
| 44,543
| 89,727
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 326
| 68
| 0.030913
| 0.412058
|
normal
| 0
|
365.21281
| 20,734
| 60,468
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 132
| 70
| 0.155028
| 0.35323
|
normal
| 0
|
171.154542
| 14,977
| 11,875
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 108
| 92
| 0.096956
| 0.923115
|
normal
| 0
|
7.625362
| 13,069
| 76,218
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 18
| 49
| 0.007326
| 0.780323
|
normal
| 0
|
59.634066
| 15,534
| 78,243
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 125
| 86
| 0.093829
| 0.322709
|
normal
| 0
|
100.791017
| 36,145
| 82,625
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 227
| 54
| 0.051609
| 0.118742
|
normal
| 0
|
21.145497
| 6,055
| 4,847
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 16
| 81
| 0.047636
| 0.234008
|
normal
| 0
|
86.272298
| 12,231
| 86,264
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 453
| 36
| 0.067708
| 0.228835
|
normal
| 0
|
2.614591
| 1,314,901
| 10,532
| 3
| 0
| 2
| 2
| 0
| 0
| 0
| 260
| 95
| 0.930949
| 0.534333
|
dos
| 1
|
23.352878
| 19,983
| 45,262
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 229
| 31
| 0.118318
| 0.276977
|
normal
| 0
|
15.223122
| 11,210
| 9,316
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 190
| 40
| 0.18545
| 0.813454
|
normal
| 0
|
142.280188
| 1,544
| 38,102
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 203
| 97
| 0.182253
| 0.521278
|
normal
| 0
|
22.675794
| 15,108
| 23,851
| 3
| 0
| 16
| 1
| 0
| 0
| 0
| 123
| 54
| 0.114586
| 0.416547
|
probe
| 1
|
27.976752
| 48,376
| 9,791
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 80
| 94
| 0.020839
| 0.380084
|
normal
| 0
|
133.894658
| 41,147
| 65,774
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 23
| 57
| 0.020797
| 0.012034
|
normal
| 0
|
133.206641
| 32,032
| 91,259
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 307
| 48
| 0.01426
| 0.584042
|
normal
| 0
|
32.351881
| 32,880
| 12,805
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 452
| 20
| 0.09957
| 0.715062
|
normal
| 0
|
206.017601
| 27,604
| 15,072
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 405
| 24
| 0.093684
| 0.89346
|
normal
| 0
|
116.555422
| 31,813
| 86,164
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 354
| 37
| 0.056934
| 0.233534
|
normal
| 0
|
1.38786
| 30,473
| 84,024
| 0
| 1
| 3
| 2
| 1
| 3
| 0
| 251
| 90
| 0.163716
| 0.853872
|
u2r
| 1
|
55.772447
| 21,760
| 75,931
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 242
| 55
| 0.035397
| 0.474923
|
normal
| 0
|
129.722063
| 48,408
| 20,052
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 90
| 24
| 0.171915
| 0.814896
|
normal
| 0
|
8.094437
| 431,049
| 4,631
| 2
| 0
| 0
| 2
| 0
| 0
| 0
| 364
| 94
| 0.648879
| 0.248315
|
dos
| 1
|
63.254287
| 20,871
| 84,082
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 359
| 91
| 0.13048
| 0.339107
|
normal
| 0
|
4.062127
| 5,189,218
| 14,939
| 1
| 2
| 1
| 2
| 1
| 0
| 0
| 155
| 70
| 0.825112
| 0.001528
|
dos
| 1
|
77.543927
| 15,058
| 6,474
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 396
| 50
| 0.168372
| 0.21379
|
normal
| 0
|
5.119179
| 6,779,943
| 93,729
| 2
| 0
| 3
| 0
| 0
| 0
| 0
| 276
| 75
| 0.875823
| 0.555138
|
dos
| 1
|
79.012625
| 38,638
| 84,853
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 173
| 79
| 0.063441
| 0.723018
|
normal
| 0
|
8.342699
| 2,056,945
| 35,876
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 484
| 13
| 0.887661
| 0.118647
|
dos
| 1
|
25.950105
| 1,626,417
| 63,784
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 301
| 60
| 0.880991
| 0.667202
|
dos
| 1
|
75.925599
| 27,125
| 33,232
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 421
| 46
| 0.198555
| 0.592824
|
normal
| 0
|
151.441297
| 6,299
| 10,226
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 424
| 46
| 0.193205
| 0.71864
|
normal
| 0
|
106.103977
| 17,580
| 54,492
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 88
| 38
| 0.168208
| 0.618268
|
normal
| 0
|
1.987359
| 17,453
| 92,897
| 3
| 2
| 1
| 5
| 0
| 0
| 0
| 403
| 98
| 0.144925
| 0.907023
|
r2l
| 1
|
366.515637
| 36,119
| 35,688
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 118
| 58
| 0.003254
| 0.954188
|
normal
| 0
|
11.405994
| 293
| 49,962
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 146
| 81
| 0.068376
| 0.304566
|
normal
| 0
|
23.168602
| 27,520
| 5,909
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 235
| 21
| 0.030681
| 0.734011
|
normal
| 0
|
41.750623
| 24,035
| 22,362
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 262
| 1
| 0.197809
| 0.656087
|
normal
| 0
|
25.951204
| 13,147
| 6,629
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 271
| 80
| 0.107078
| 0.577247
|
normal
| 0
|
5.256202
| 17,736
| 16,782
| 2
| 0
| 2
| 9
| 1
| 0
| 0
| 230
| 23
| 0.079501
| 0.206023
|
r2l
| 1
|
4.035411
| 17,278
| 56,852
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 357
| 39
| 0.033976
| 0.159843
|
normal
| 0
|
1.608088
| 1,727,879
| 66,611
| 1
| 1
| 3
| 0
| 0
| 0
| 0
| 473
| 49
| 0.870259
| 0.50528
|
dos
| 1
|
34.721588
| 34,494
| 73,134
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 434
| 3
| 0.197613
| 0.259784
|
normal
| 0
|
114.994487
| 16,182
| 31,633
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 448
| 12
| 0.117131
| 0.564332
|
normal
| 0
|
208.638465
| 46,818
| 83,782
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 354
| 29
| 0.042477
| 0.374894
|
normal
| 0
|
160.192506
| 43,901
| 93,391
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 161
| 73
| 0.089141
| 0.203963
|
normal
| 0
|
53.08722
| 38,058
| 21,922
| 0
| 1
| 2
| 19
| 0
| 0
| 0
| 411
| 91
| 0.196848
| 0.166694
|
r2l
| 1
|
11.197981
| 41,150
| 79,307
| 4
| 1
| 21
| 2
| 1
| 0
| 0
| 329
| 20
| 0.159367
| 0.146057
|
probe
| 1
|
3.048255
| 44,737
| 84,486
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 353
| 64
| 0.098299
| 0.029934
|
normal
| 0
|
37.184192
| 7,343
| 11,432
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 443
| 96
| 0.130973
| 0.954147
|
normal
| 0
|
163.981359
| 30,411
| 50,825
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 233
| 42
| 0.055605
| 0.939628
|
normal
| 0
|
9.943934
| 47,648
| 92,861
| 0
| 0
| 29
| 2
| 1
| 0
| 0
| 401
| 36
| 0.095094
| 0.018437
|
probe
| 1
|
18.526798
| 7,464
| 26,560
| 3
| 1
| 5
| 1
| 1
| 0
| 0
| 373
| 32
| 0.120586
| 0.516696
|
probe
| 1
|
22.854296
| 8,226,453
| 20,537
| 3
| 2
| 3
| 0
| 0
| 0
| 0
| 484
| 46
| 0.80263
| 0.299495
|
dos
| 1
|
22.068773
| 11,811
| 28,343
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 368
| 51
| 0.067964
| 0.940136
|
normal
| 0
|
49.954195
| 17,804
| 16,125
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 323
| 33
| 0.155796
| 0.948574
|
normal
| 0
|
66.910546
| 36,327
| 66,193
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 350
| 79
| 0.09148
| 0.153596
|
normal
| 0
|
43.010332
| 2,469
| 64,960
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 424
| 58
| 0.06764
| 0.849879
|
normal
| 0
|
276.412782
| 18,952
| 52,408
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 272
| 8
| 0.060599
| 0.608993
|
normal
| 0
|
82.674783
| 43,653
| 85,974
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 277
| 68
| 0.15934
| 0.398026
|
normal
| 0
|
185.08261
| 26,333
| 26,086
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 43
| 57
| 0.019002
| 0.66612
|
normal
| 0
|
1.824015
| 11,669
| 31,184
| 2
| 2
| 9
| 1
| 0
| 0
| 0
| 167
| 46
| 0.138781
| 0.98098
|
probe
| 1
|
5.90269
| 6,465,475
| 55,485
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 182
| 55
| 0.655624
| 0.760339
|
dos
| 1
|
68.694396
| 16,829
| 9,577
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 73
| 32
| 0.023779
| 0.326599
|
normal
| 0
|
0.217615
| 31,534
| 31,085
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 237
| 19
| 0.023748
| 0.838623
|
normal
| 0
|
95.053959
| 28,557
| 96,448
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 198
| 90
| 0.052798
| 0.877093
|
normal
| 0
|
10.341682
| 1,003,217
| 66,307
| 4
| 0
| 1
| 1
| 1
| 0
| 0
| 350
| 8
| 0.663109
| 0.414673
|
dos
| 1
|
27.676338
| 6,499,961
| 97,266
| 4
| 1
| 3
| 2
| 0
| 0
| 0
| 174
| 37
| 0.592838
| 0.89029
|
dos
| 1
|
1.141371
| 6,702,608
| 18,958
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 174
| 58
| 0.988801
| 0.109128
|
dos
| 1
|
1.045388
| 8,419,158
| 51,348
| 2
| 0
| 3
| 2
| 1
| 0
| 0
| 472
| 37
| 0.509082
| 0.186471
|
dos
| 1
|
326.172578
| 27,382
| 63,636
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 266
| 84
| 0.041305
| 0.184197
|
normal
| 0
|
46.857248
| 6,392
| 63,738
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 182
| 30
| 0.085
| 0.352463
|
normal
| 0
|
78.24666
| 34,780
| 47,538
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 290
| 12
| 0.178154
| 0.993654
|
normal
| 0
|
190.545048
| 31,237
| 40,701
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 489
| 98
| 0.084604
| 0.543278
|
normal
| 0
|
17.652884
| 1,180,610
| 39,125
| 3
| 2
| 3
| 2
| 1
| 0
| 0
| 382
| 94
| 0.807436
| 0.674278
|
dos
| 1
|
15.345104
| 11,977
| 86,635
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 375
| 58
| 0.086325
| 0.306786
|
normal
| 0
|
33.112114
| 22,579
| 83,917
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 359
| 88
| 0.020701
| 0.897764
|
normal
| 0
|
229.385164
| 24,534
| 34,850
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 288
| 22
| 0.058336
| 0.956081
|
normal
| 0
|
22.566066
| 8,158
| 27,004
| 2
| 1
| 4
| 8
| 0
| 0
| 0
| 474
| 78
| 0.027636
| 0.736865
|
r2l
| 1
|
39.931565
| 38,548
| 8,963
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 313
| 23
| 0.194119
| 0.88834
|
normal
| 0
|
62.481644
| 19,744
| 39,131
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 156
| 66
| 0.043002
| 0.756493
|
normal
| 0
|
187.805765
| 2,212
| 66,699
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 133
| 36
| 0.167784
| 0.926413
|
normal
| 0
|
277.60071
| 26,158
| 72,477
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 246
| 52
| 0.1507
| 0.111997
|
normal
| 0
|
55.479547
| 41,735
| 88,328
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 323
| 59
| 0.16787
| 0.947607
|
normal
| 0
|
2.515252
| 9,540,711
| 70,418
| 1
| 1
| 2
| 2
| 0
| 0
| 0
| 71
| 78
| 0.693957
| 0.331326
|
dos
| 1
|
17.609192
| 425
| 81,821
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 214
| 60
| 0.109285
| 0.178512
|
normal
| 0
|
3.078586
| 48,800
| 70,592
| 4
| 2
| 24
| 1
| 1
| 0
| 0
| 478
| 64
| 0.198709
| 0.924245
|
probe
| 1
|
298.085981
| 19,747
| 3,693
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 28
| 32
| 0.187589
| 0.325696
|
normal
| 0
|
71.269731
| 40,907
| 87,596
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 344
| 82
| 0.042503
| 0.121638
|
normal
| 0
|
1.144569
| 18,619
| 93,462
| 3
| 0
| 4
| 12
| 1
| 0
| 0
| 25
| 89
| 0.196532
| 0.627883
|
r2l
| 1
|
66.941185
| 15,917
| 92,491
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 254
| 89
| 0.187581
| 0.682465
|
normal
| 0
|
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