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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
148.061368
| 39,947
| 77,488
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 113
| 46
| 0.1613
| 0.466636
|
normal
| 0
|
65.612958
| 44,549
| 19,285
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 252
| 36
| 0.134978
| 0.723998
|
normal
| 0
|
8.946342
| 27,345
| 85,512
| 0
| 0
| 27
| 1
| 1
| 0
| 0
| 108
| 85
| 0.027205
| 0.856071
|
probe
| 1
|
3.780235
| 159,049
| 24,758
| 3
| 2
| 0
| 0
| 1
| 0
| 0
| 246
| 41
| 0.635322
| 0.811149
|
dos
| 1
|
0.537687
| 846,918
| 29,610
| 2
| 1
| 0
| 2
| 1
| 0
| 0
| 189
| 59
| 0.628195
| 0.879291
|
dos
| 1
|
80.192297
| 45,028
| 88,585
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 270
| 16
| 0.038142
| 0.551239
|
normal
| 0
|
293.913126
| 36,369
| 39,600
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 411
| 87
| 0.04851
| 0.993507
|
normal
| 0
|
20.949121
| 8,934,886
| 42,582
| 4
| 2
| 4
| 2
| 0
| 0
| 0
| 86
| 35
| 0.743375
| 0.89002
|
dos
| 1
|
4.403989
| 23,126
| 98,387
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 315
| 29
| 0.129121
| 0.331741
|
normal
| 0
|
17.025546
| 33,216
| 64,908
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 420
| 60
| 0.113767
| 0.485546
|
normal
| 0
|
102.485952
| 34,990
| 82,005
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 17
| 83
| 0.033035
| 0.406339
|
normal
| 0
|
11.262305
| 48,116
| 9,934
| 3
| 1
| 0
| 2
| 0
| 6
| 0
| 268
| 95
| 0.119832
| 0.648287
|
u2r
| 1
|
32.252039
| 47,927
| 47,647
| 3
| 2
| 0
| 6
| 0
| 0
| 0
| 142
| 31
| 0.058619
| 0.636707
|
r2l
| 1
|
7.465151
| 20,617
| 9,132
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 326
| 17
| 0.085732
| 0.129138
|
normal
| 0
|
20.79258
| 9,918,567
| 17,420
| 3
| 1
| 2
| 0
| 1
| 0
| 0
| 384
| 26
| 0.790602
| 0.706864
|
dos
| 1
|
25.780462
| 28,193
| 83,320
| 0
| 0
| 9
| 2
| 0
| 0
| 0
| 10
| 17
| 0.065666
| 0.17002
|
probe
| 1
|
98.545349
| 16,695
| 36,248
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 43
| 60
| 0.173141
| 0.418279
|
normal
| 0
|
115.573101
| 3,629
| 53,972
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 237
| 75
| 0.070627
| 0.234284
|
normal
| 0
|
5.072962
| 14,061
| 60,355
| 4
| 2
| 18
| 0
| 1
| 0
| 0
| 206
| 77
| 0.162206
| 0.835754
|
probe
| 1
|
287.892232
| 29,556
| 55,310
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 86
| 67
| 0.024052
| 0.743876
|
normal
| 0
|
41.709872
| 28,312
| 66,260
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 128
| 18
| 0.050733
| 0.833268
|
normal
| 0
|
124.886126
| 39,217
| 32,955
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 237
| 53
| 0.121622
| 0.527713
|
normal
| 0
|
23.737893
| 14,030
| 88,297
| 0
| 1
| 11
| 1
| 0
| 0
| 0
| 256
| 60
| 0.019119
| 0.176736
|
probe
| 1
|
6.625652
| 42,326
| 63,348
| 0
| 2
| 0
| 14
| 1
| 0
| 0
| 451
| 46
| 0.083314
| 0.500549
|
r2l
| 1
|
6.167919
| 33,015
| 96,007
| 1
| 1
| 0
| 3
| 1
| 0
| 0
| 264
| 54
| 0.150245
| 0.875306
|
r2l
| 1
|
170.50573
| 1,809
| 53,982
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 102
| 93
| 0.02621
| 0.867722
|
normal
| 0
|
1.617951
| 19,506
| 35,540
| 4
| 2
| 26
| 2
| 1
| 0
| 0
| 245
| 92
| 0.001162
| 0.172664
|
probe
| 1
|
6.33306
| 3,959,735
| 52,852
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 164
| 63
| 0.537064
| 0.608606
|
dos
| 1
|
29.817115
| 31,206
| 19,323
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 453
| 26
| 0.02709
| 0.657863
|
normal
| 0
|
0.156036
| 2,076,942
| 66,674
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 290
| 35
| 0.999772
| 0.642871
|
dos
| 1
|
36.965426
| 28,140
| 7,211
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 321
| 56
| 0.125442
| 0.066143
|
normal
| 0
|
185.840411
| 14,062
| 57,547
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 261
| 90
| 0.168222
| 0.120394
|
normal
| 0
|
24.511454
| 7,954
| 89,560
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 77
| 99
| 0.09077
| 0.409557
|
normal
| 0
|
1.491409
| 36,704
| 47,003
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 154
| 35
| 0.071947
| 0.911671
|
normal
| 0
|
31.266905
| 14,356
| 32,148
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 46
| 93
| 0.194725
| 0.254128
|
normal
| 0
|
21.202124
| 4,623
| 24,936
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 42
| 5
| 0.008892
| 0.247061
|
normal
| 0
|
70.985893
| 33,236
| 98,517
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 162
| 93
| 0.127949
| 0.418533
|
normal
| 0
|
2.938703
| 2,255,000
| 83,768
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 235
| 51
| 0.972394
| 0.700604
|
dos
| 1
|
144.04966
| 27,769
| 60,726
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 95
| 89
| 0.021454
| 0.405627
|
normal
| 0
|
27.624194
| 2,697
| 66,141
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 435
| 32
| 0.054578
| 0.919519
|
normal
| 0
|
122.747407
| 29,310
| 15,424
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 294
| 83
| 0.032247
| 0.927955
|
normal
| 0
|
11.895448
| 6,407,316
| 16,749
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 150
| 38
| 0.596087
| 0.948894
|
dos
| 1
|
428.670602
| 11,616
| 83,148
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 412
| 25
| 0.190911
| 0.332872
|
normal
| 0
|
922.01585
| 34,762
| 33,666
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 55
| 95
| 0.091135
| 0.455945
|
normal
| 0
|
4.594586
| 12,354
| 28,858
| 4
| 0
| 22
| 1
| 0
| 0
| 0
| 74
| 25
| 0.117356
| 0.729948
|
probe
| 1
|
142.704706
| 2,624
| 43,731
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 340
| 74
| 0.149661
| 0.946339
|
normal
| 0
|
48.850397
| 7,584
| 27,640
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 111
| 85
| 0.059754
| 0.623224
|
normal
| 0
|
139.948792
| 14,311
| 21,764
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 140
| 72
| 0.162752
| 0.488702
|
normal
| 0
|
5.214199
| 24,066
| 47,937
| 2
| 0
| 9
| 0
| 0
| 0
| 0
| 210
| 40
| 0.199057
| 0.583351
|
probe
| 1
|
2.365517
| 3,456
| 16,473
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 485
| 70
| 0.108356
| 0.202733
|
normal
| 0
|
0.233561
| 22,700
| 50,140
| 3
| 1
| 12
| 0
| 0
| 0
| 0
| 317
| 71
| 0.126478
| 0.914359
|
probe
| 1
|
24.589837
| 33,970
| 56,209
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 101
| 30
| 0.058737
| 0.646106
|
normal
| 0
|
10.631143
| 17,551
| 67,976
| 3
| 1
| 1
| 6
| 0
| 0
| 0
| 329
| 51
| 0.029667
| 0.206436
|
r2l
| 1
|
16.20948
| 9,068,051
| 13,461
| 1
| 0
| 4
| 1
| 0
| 0
| 0
| 91
| 24
| 0.577361
| 0.437553
|
dos
| 1
|
44.399518
| 3,174
| 5,563
| 4
| 2
| 3
| 0
| 1
| 4
| 0
| 374
| 8
| 0.04817
| 0.226168
|
u2r
| 1
|
80.064826
| 30,958
| 11,403
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 300
| 8
| 0.089001
| 0.731929
|
normal
| 0
|
9.1474
| 3,687,719
| 82,212
| 1
| 2
| 4
| 2
| 0
| 0
| 0
| 364
| 60
| 0.561348
| 0.766264
|
dos
| 1
|
80.337755
| 27,754
| 26,065
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 465
| 31
| 0.002694
| 0.853653
|
normal
| 0
|
187.231088
| 14,289
| 48,374
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 194
| 45
| 0.080381
| 0.865407
|
normal
| 0
|
38.539823
| 2,660
| 76,897
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 193
| 63
| 0.077578
| 0.352254
|
normal
| 0
|
14.064103
| 37,659
| 86,185
| 0
| 0
| 25
| 0
| 1
| 0
| 0
| 42
| 68
| 0.041814
| 0.903342
|
probe
| 1
|
0.931855
| 36,702
| 5,429
| 4
| 1
| 4
| 2
| 1
| 5
| 1
| 45
| 2
| 0.006533
| 0.421148
|
u2r
| 1
|
19.750771
| 3,155,029
| 58,793
| 2
| 2
| 1
| 2
| 1
| 0
| 0
| 143
| 22
| 0.716127
| 0.9272
|
dos
| 1
|
47.769757
| 47,103
| 9,282
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 268
| 85
| 0.168643
| 0.652505
|
normal
| 0
|
91.258032
| 46,399
| 55,351
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 466
| 35
| 0.031637
| 0.788274
|
normal
| 0
|
0.955031
| 2,488,632
| 77,357
| 2
| 1
| 4
| 2
| 1
| 0
| 0
| 88
| 39
| 0.677601
| 0.907147
|
dos
| 1
|
101.179813
| 37,153
| 51,767
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 225
| 96
| 0.037764
| 0.103225
|
normal
| 0
|
43.358363
| 41,934
| 8,342
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 491
| 57
| 0.106911
| 0.395455
|
normal
| 0
|
37.955104
| 20,841
| 14,653
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 184
| 69
| 0.117086
| 0.941739
|
normal
| 0
|
94.576559
| 36,424
| 64,652
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 442
| 65
| 0.14483
| 0.501417
|
normal
| 0
|
14.255686
| 47,844
| 5,434
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 496
| 31
| 0.01907
| 0.782377
|
normal
| 0
|
29.173232
| 2,425
| 66,519
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 36
| 47
| 0.121673
| 0.926475
|
normal
| 0
|
4.304085
| 26,401
| 67,355
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 95
| 90
| 0.130322
| 0.771252
|
normal
| 0
|
7.538201
| 32,506
| 82,896
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 84
| 90
| 0.18795
| 0.3056
|
normal
| 0
|
3.569994
| 20,472
| 6,460
| 0
| 2
| 1
| 0
| 1
| 3
| 1
| 358
| 87
| 0.069807
| 0.599439
|
u2r
| 1
|
1.97225
| 18,838
| 13,916
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 412
| 17
| 0.12475
| 0.147449
|
normal
| 0
|
28.158151
| 12,259
| 84,491
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 459
| 99
| 0.157662
| 0.294258
|
normal
| 0
|
106.414224
| 10,946
| 9,378
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 91
| 83
| 0.165801
| 0.111372
|
normal
| 0
|
6.305384
| 11,519
| 68,975
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 328
| 67
| 0.060214
| 0.666345
|
normal
| 0
|
17.101675
| 45,455
| 27,140
| 2
| 0
| 0
| 17
| 1
| 0
| 0
| 333
| 69
| 0.066878
| 0.197855
|
r2l
| 1
|
55.584471
| 3,948,795
| 56,385
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 85
| 93
| 0.54534
| 0.147783
|
dos
| 1
|
156.678477
| 38,410
| 16,213
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 387
| 59
| 0.116636
| 0.801975
|
normal
| 0
|
36.447313
| 37,389
| 95,424
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 310
| 89
| 0.018087
| 0.510707
|
normal
| 0
|
9.624329
| 16,525
| 38,252
| 1
| 0
| 25
| 0
| 1
| 0
| 0
| 165
| 92
| 0.057775
| 0.735162
|
probe
| 1
|
12.674149
| 47,519
| 56,689
| 3
| 0
| 0
| 5
| 1
| 0
| 0
| 52
| 29
| 0.131293
| 0.472201
|
r2l
| 1
|
7.527919
| 29,409
| 28,328
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 305
| 43
| 0.077165
| 0.368081
|
normal
| 0
|
512.53657
| 18,332
| 99,076
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 171
| 99
| 0.126522
| 0.608226
|
normal
| 0
|
204.039413
| 10,416
| 45,909
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 71
| 9
| 0.195938
| 0.894124
|
normal
| 0
|
5.985465
| 4,291
| 91,276
| 2
| 0
| 4
| 1
| 0
| 1
| 0
| 335
| 10
| 0.175623
| 0.72101
|
u2r
| 1
|
109.774224
| 13,124
| 63,823
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 389
| 58
| 0.046484
| 0.520444
|
normal
| 0
|
30.534429
| 26,322
| 4,953
| 3
| 0
| 2
| 14
| 0
| 0
| 0
| 54
| 80
| 0.023151
| 0.192392
|
r2l
| 1
|
21.627002
| 13,699
| 70,130
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 290
| 95
| 0.142073
| 0.204441
|
normal
| 0
|
22.320434
| 3,434
| 8,840
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 403
| 79
| 0.00626
| 0.918057
|
normal
| 0
|
63.408746
| 20,143
| 92,335
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 417
| 83
| 0.074042
| 0.333283
|
normal
| 0
|
242.557951
| 23,563
| 70,482
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 323
| 20
| 0.034507
| 0.846545
|
normal
| 0
|
1.004405
| 49,906
| 74,787
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 302
| 54
| 0.002156
| 0.887621
|
normal
| 0
|
152.558234
| 9,684
| 66,523
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 133
| 81
| 0.158271
| 0.638576
|
normal
| 0
|
5.924778
| 28,344
| 84,110
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 339
| 19
| 0.16653
| 0.388939
|
normal
| 0
|
13.143276
| 3,061,820
| 37,391
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 234
| 99
| 0.833356
| 0.546708
|
dos
| 1
|
101.575984
| 21,855
| 83,705
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 386
| 36
| 0.092271
| 0.037546
|
normal
| 0
|
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