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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
152.01121
| 15,262
| 16,342
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 325
| 32
| 0.165445
| 0.011936
|
normal
| 0
|
177.100932
| 24,425
| 23,924
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 72
| 28
| 0.093532
| 0.287541
|
normal
| 0
|
519.647762
| 19,362
| 96,155
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 436
| 74
| 0.034311
| 0.595751
|
normal
| 0
|
55.975893
| 3,504
| 86,113
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 37
| 61
| 0.093039
| 0.341017
|
normal
| 0
|
207.222381
| 25,113
| 43,800
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 76
| 78
| 0.116958
| 0.553552
|
normal
| 0
|
34.189935
| 7,595,004
| 21,825
| 1
| 0
| 1
| 1
| 0
| 0
| 0
| 402
| 23
| 0.630255
| 0.361242
|
dos
| 1
|
5.781603
| 3,145,763
| 80,690
| 4
| 2
| 0
| 2
| 1
| 0
| 0
| 91
| 39
| 0.578568
| 0.421486
|
dos
| 1
|
65.284261
| 42,349
| 41,633
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 71
| 92
| 0.170554
| 0.044658
|
normal
| 0
|
6.188691
| 27,528
| 37,372
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 363
| 41
| 0.050317
| 0.575874
|
normal
| 0
|
96.949114
| 5,168
| 41,901
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 47
| 1
| 0.033729
| 0.888127
|
normal
| 0
|
11.450221
| 855,191
| 17,326
| 3
| 1
| 2
| 2
| 1
| 0
| 0
| 211
| 36
| 0.645261
| 0.761165
|
dos
| 1
|
22.831475
| 10,329
| 69,279
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 232
| 30
| 0.075599
| 0.658915
|
normal
| 0
|
159.900631
| 23,578
| 71,819
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 114
| 92
| 0.02263
| 0.127057
|
normal
| 0
|
4.667005
| 7,241,393
| 36,604
| 4
| 1
| 1
| 2
| 1
| 0
| 0
| 210
| 15
| 0.810792
| 0.775084
|
dos
| 1
|
164.106958
| 43,512
| 80,274
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 356
| 93
| 0.089884
| 0.389752
|
normal
| 0
|
2.700671
| 23,648
| 9,381
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 328
| 39
| 0.140228
| 0.118323
|
normal
| 0
|
106.952587
| 25,561
| 45,816
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 157
| 21
| 0.049132
| 0.562503
|
normal
| 0
|
0.642652
| 44,554
| 43,913
| 2
| 1
| 1
| 16
| 0
| 0
| 0
| 274
| 33
| 0.191272
| 0.348159
|
r2l
| 1
|
7.378788
| 46,839
| 10,505
| 3
| 2
| 16
| 1
| 0
| 0
| 0
| 325
| 81
| 0.101119
| 0.306222
|
probe
| 1
|
17.007183
| 5,606,583
| 62,818
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 317
| 27
| 0.757093
| 0.753005
|
dos
| 1
|
32.906645
| 37,042
| 15,414
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 445
| 25
| 0.105375
| 0.270525
|
normal
| 0
|
71.574837
| 24,984
| 72,927
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 126
| 48
| 0.001199
| 0.537374
|
normal
| 0
|
2.281669
| 3,204
| 24,311
| 1
| 1
| 4
| 19
| 1
| 0
| 0
| 389
| 45
| 0.151385
| 0.239111
|
r2l
| 1
|
1.28616
| 19,421
| 34,677
| 2
| 0
| 3
| 4
| 1
| 0
| 0
| 169
| 32
| 0.050225
| 0.519209
|
r2l
| 1
|
166.643054
| 14,117
| 59,590
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 153
| 57
| 0.177152
| 0.494916
|
normal
| 0
|
0.824566
| 4,937,734
| 35,442
| 2
| 2
| 0
| 2
| 0
| 0
| 0
| 321
| 79
| 0.645612
| 0.241565
|
dos
| 1
|
13.558475
| 12,163
| 3,324
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 237
| 2
| 0.145874
| 0.793355
|
normal
| 0
|
12.705993
| 48,682
| 87,753
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 75
| 11
| 0.165435
| 0.143511
|
normal
| 0
|
513.318999
| 49,964
| 68,138
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 206
| 67
| 0.019501
| 0.012493
|
normal
| 0
|
19.867818
| 17,434
| 87,717
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 297
| 81
| 0.182609
| 0.965315
|
normal
| 0
|
8.950367
| 4,665
| 65,690
| 4
| 0
| 4
| 10
| 1
| 0
| 0
| 366
| 25
| 0.156474
| 0.511438
|
r2l
| 1
|
470.302152
| 34,406
| 27,423
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 435
| 56
| 0.048889
| 0.35005
|
normal
| 0
|
48.415898
| 43,672
| 96,070
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 457
| 42
| 0.078375
| 0.215128
|
normal
| 0
|
18.232658
| 13,325
| 63,151
| 0
| 0
| 12
| 0
| 0
| 0
| 0
| 177
| 25
| 0.077192
| 0.843879
|
probe
| 1
|
12.812721
| 24,421
| 12,057
| 2
| 2
| 29
| 1
| 1
| 0
| 0
| 47
| 36
| 0.184637
| 0.59693
|
probe
| 1
|
49.864195
| 30,723
| 61,397
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 389
| 79
| 0.16782
| 0.379244
|
normal
| 0
|
17.651541
| 27,727
| 44,601
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 408
| 56
| 0.184982
| 0.085342
|
normal
| 0
|
56.874211
| 45,729
| 43,339
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 326
| 95
| 0.084995
| 0.7419
|
normal
| 0
|
147.791699
| 27,810
| 20,887
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 465
| 42
| 0.133218
| 0.20933
|
normal
| 0
|
19.334221
| 19,848
| 1,527
| 0
| 1
| 3
| 4
| 1
| 0
| 0
| 188
| 87
| 0.147541
| 0.100803
|
r2l
| 1
|
23.673092
| 18,599
| 95,925
| 2
| 2
| 29
| 1
| 1
| 0
| 0
| 123
| 89
| 0.165228
| 0.220875
|
probe
| 1
|
19.233024
| 41,284
| 98,929
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 331
| 19
| 0.173971
| 0.853642
|
normal
| 0
|
253.27621
| 946
| 17,069
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 30
| 45
| 0.177446
| 0.701662
|
normal
| 0
|
4.499635
| 32,492
| 75,193
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 140
| 65
| 0.023674
| 0.371796
|
normal
| 0
|
10.035713
| 32,450
| 16,348
| 4
| 2
| 29
| 0
| 0
| 0
| 0
| 143
| 80
| 0.087818
| 0.414226
|
probe
| 1
|
4.753341
| 48,079
| 31,999
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 142
| 8
| 0.109459
| 0.861613
|
normal
| 0
|
181.954216
| 14,682
| 92,575
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 136
| 28
| 0.003886
| 0.490251
|
normal
| 0
|
235.82544
| 36,937
| 93,583
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 112
| 24
| 0.051845
| 0.327555
|
normal
| 0
|
35.299476
| 24,131
| 21,593
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 304
| 68
| 0.052161
| 0.283761
|
normal
| 0
|
7.681155
| 26,937
| 96,197
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 397
| 64
| 0.071066
| 0.757519
|
normal
| 0
|
65.524375
| 7,011
| 12,428
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 284
| 87
| 0.17785
| 0.224433
|
normal
| 0
|
0.172704
| 42,643
| 82,789
| 3
| 0
| 1
| 13
| 0
| 0
| 0
| 491
| 18
| 0.109299
| 0.712562
|
r2l
| 1
|
12.000491
| 28,648
| 68,613
| 3
| 0
| 28
| 1
| 0
| 0
| 0
| 340
| 15
| 0.134622
| 0.890175
|
probe
| 1
|
30.961617
| 1,659,070
| 28,389
| 1
| 1
| 2
| 0
| 1
| 0
| 0
| 49
| 82
| 0.90245
| 0.40749
|
dos
| 1
|
23.550215
| 26,797
| 92,043
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 26
| 98
| 0.127039
| 0.777664
|
normal
| 0
|
44.153524
| 23,725
| 904
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 440
| 53
| 0.087627
| 0.043678
|
normal
| 0
|
152.584378
| 13,012
| 13,651
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 297
| 43
| 0.1303
| 0.177818
|
normal
| 0
|
103.215609
| 9,578
| 91,962
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 360
| 48
| 0.133609
| 0.176116
|
normal
| 0
|
17.545208
| 32,925
| 66,778
| 3
| 2
| 28
| 2
| 1
| 0
| 0
| 168
| 8
| 0.098502
| 0.216801
|
probe
| 1
|
109.154214
| 9,976
| 43,586
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 382
| 76
| 0.191525
| 0.766016
|
normal
| 0
|
144.950224
| 39,737
| 68,247
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 253
| 77
| 0.067202
| 0.965254
|
normal
| 0
|
3.741
| 16,271
| 1,294
| 4
| 1
| 12
| 0
| 0
| 0
| 0
| 23
| 88
| 0.178983
| 0.35202
|
probe
| 1
|
3.12732
| 1,404
| 38,705
| 2
| 1
| 0
| 19
| 0
| 0
| 0
| 189
| 65
| 0.008995
| 0.659448
|
r2l
| 1
|
0.024532
| 20,787
| 67,092
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 15
| 75
| 0.136826
| 0.458652
|
normal
| 0
|
162.378589
| 6,103
| 27,136
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 476
| 12
| 0.152798
| 0.291541
|
normal
| 0
|
172.953738
| 16,896
| 82,656
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 1
| 16
| 0.022745
| 0.474787
|
normal
| 0
|
119.601952
| 5,236
| 49,930
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 210
| 34
| 0.180261
| 0.733553
|
normal
| 0
|
7.967212
| 2,877
| 38,293
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 49
| 16
| 0.140856
| 0.040265
|
normal
| 0
|
88.001253
| 839
| 40,293
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 457
| 54
| 0.03261
| 0.90834
|
normal
| 0
|
10.992983
| 29,190
| 12,375
| 4
| 0
| 4
| 5
| 1
| 0
| 0
| 125
| 21
| 0.144379
| 0.522904
|
r2l
| 1
|
49.375273
| 48,651
| 30,064
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 322
| 64
| 0.156771
| 0.218767
|
normal
| 0
|
22.064759
| 26,924
| 70,320
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 50
| 38
| 0.056141
| 0.549499
|
normal
| 0
|
88.582772
| 40,453
| 57,152
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 333
| 57
| 0.14588
| 0.506216
|
normal
| 0
|
175.046376
| 46,621
| 96,575
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 14
| 91
| 0.120391
| 0.513637
|
normal
| 0
|
7.360592
| 28,758
| 95,129
| 0
| 0
| 20
| 0
| 1
| 0
| 0
| 201
| 79
| 0.139451
| 0.739294
|
probe
| 1
|
90.869768
| 5,721
| 72,330
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 26
| 16
| 0.158205
| 0.808478
|
normal
| 0
|
103.050644
| 31,925
| 31,682
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 480
| 49
| 0.185328
| 0.028154
|
normal
| 0
|
92.222591
| 24,291
| 98,825
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 387
| 87
| 0.067432
| 0.947719
|
normal
| 0
|
2.578675
| 9,922,706
| 71,233
| 2
| 0
| 1
| 0
| 1
| 0
| 0
| 402
| 35
| 0.898386
| 0.090743
|
dos
| 1
|
99.797625
| 22,816
| 68,383
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 469
| 25
| 0.19511
| 0.643426
|
normal
| 0
|
7.013711
| 3,048,313
| 69,647
| 3
| 0
| 1
| 0
| 1
| 0
| 0
| 287
| 92
| 0.956755
| 0.926429
|
dos
| 1
|
26.77968
| 927
| 26,991
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 216
| 44
| 0.133679
| 0.952838
|
normal
| 0
|
96.494017
| 19,715
| 22,778
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 290
| 24
| 0.004776
| 0.777667
|
normal
| 0
|
1.785156
| 15,189
| 78,617
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 298
| 4
| 0.036664
| 0.549661
|
normal
| 0
|
7.752648
| 9,909
| 45,415
| 4
| 1
| 1
| 15
| 0
| 0
| 0
| 325
| 70
| 0.156822
| 0.382448
|
r2l
| 1
|
5.574038
| 13,455
| 73,958
| 3
| 2
| 1
| 15
| 1
| 0
| 0
| 191
| 14
| 0.147242
| 0.428384
|
r2l
| 1
|
27.335159
| 22,336
| 30,537
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 32
| 67
| 0.168574
| 0.153351
|
normal
| 0
|
91.163367
| 42,744
| 56,572
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 383
| 85
| 0.101192
| 0.622188
|
normal
| 0
|
76.376293
| 14,047
| 40,887
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 213
| 34
| 0.178172
| 0.285592
|
normal
| 0
|
30.204005
| 25,185
| 62,051
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 238
| 2
| 0.124679
| 0.234435
|
normal
| 0
|
62.170879
| 5,732
| 39,517
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 27
| 7
| 0.015717
| 0.252366
|
normal
| 0
|
7.398773
| 8,986
| 11,656
| 1
| 1
| 23
| 2
| 1
| 0
| 0
| 225
| 35
| 0.177798
| 0.412287
|
probe
| 1
|
0.077276
| 20,500
| 92,676
| 2
| 0
| 1
| 6
| 1
| 0
| 0
| 387
| 23
| 0.076334
| 0.047886
|
r2l
| 1
|
99.383122
| 29,892
| 66,054
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 211
| 84
| 0.03654
| 0.116823
|
normal
| 0
|
3.599079
| 49,242
| 75,840
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 1
| 97
| 0.16494
| 0.45099
|
normal
| 0
|
10.842045
| 30,150
| 10,458
| 2
| 0
| 21
| 2
| 0
| 0
| 0
| 237
| 25
| 0.18449
| 0.496864
|
probe
| 1
|
0.712604
| 9,610,423
| 36,619
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 376
| 68
| 0.806407
| 0.84794
|
dos
| 1
|
150.616301
| 16,382
| 37,772
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 324
| 7
| 0.127278
| 0.733411
|
normal
| 0
|
43.117822
| 5,623
| 25,609
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 314
| 18
| 0.083426
| 0.488799
|
normal
| 0
|
25.826786
| 9,538
| 74,493
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 219
| 57
| 0.169027
| 0.045198
|
normal
| 0
|
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