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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.248206
| 34,849
| 61,456
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 32
| 52
| 0.182198
| 0.20553
|
normal
| 0
|
22.71611
| 29,370
| 18,440
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 365
| 45
| 0.050768
| 0.323931
|
normal
| 0
|
6.391581
| 48,966
| 88,066
| 2
| 2
| 19
| 0
| 1
| 0
| 0
| 311
| 2
| 0.028891
| 0.015275
|
probe
| 1
|
45.910362
| 43,464
| 9,493
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 272
| 34
| 0.176324
| 0.319493
|
normal
| 0
|
52.91802
| 44,580
| 64,181
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 460
| 83
| 0.158374
| 0.053934
|
normal
| 0
|
2.511125
| 48,964
| 20,646
| 3
| 0
| 3
| 13
| 0
| 0
| 0
| 19
| 34
| 0.005295
| 0.018685
|
r2l
| 1
|
1.478804
| 3,317
| 64,762
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 200
| 96
| 0.147376
| 0.408134
|
normal
| 0
|
108.025755
| 10,394
| 87,313
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 42
| 24
| 0.06732
| 0.689294
|
normal
| 0
|
0.011024
| 5,916
| 34,384
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 130
| 25
| 0.085739
| 0.440931
|
normal
| 0
|
6.513446
| 41,206
| 57,461
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 6
| 89
| 0.120786
| 0.981147
|
normal
| 0
|
0.45688
| 5,432,151
| 76,514
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 100
| 39
| 0.598791
| 0.796241
|
dos
| 1
|
4.081551
| 9,626,684
| 51,551
| 1
| 2
| 1
| 0
| 1
| 0
| 0
| 117
| 93
| 0.945819
| 0.582387
|
dos
| 1
|
4.966532
| 32,075
| 80,066
| 0
| 1
| 4
| 8
| 1
| 0
| 0
| 282
| 33
| 0.002468
| 0.072053
|
r2l
| 1
|
80.883059
| 15,927
| 88,716
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 494
| 86
| 0.130917
| 0.828137
|
normal
| 0
|
113.477399
| 25,370
| 25,872
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 93
| 27
| 0.000795
| 0.947686
|
normal
| 0
|
7.869736
| 750,236
| 98,620
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 324
| 27
| 0.880046
| 0.445572
|
dos
| 1
|
71.811685
| 7,758
| 54,673
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 298
| 98
| 0.013913
| 0.764364
|
normal
| 0
|
242.370563
| 6,152
| 80,626
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 306
| 93
| 0.094687
| 0.404863
|
normal
| 0
|
71.790827
| 953
| 42,453
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 418
| 59
| 0.095664
| 0.246346
|
normal
| 0
|
17.117162
| 347
| 17,690
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 121
| 41
| 0.051763
| 0.110549
|
normal
| 0
|
98.836235
| 46,704
| 2,061
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 63
| 82
| 0.012103
| 0.976113
|
normal
| 0
|
11.919647
| 15,529
| 42,331
| 1
| 1
| 8
| 1
| 1
| 0
| 0
| 347
| 10
| 0.149766
| 0.153363
|
probe
| 1
|
1.170318
| 22,976
| 45,283
| 3
| 0
| 9
| 2
| 1
| 0
| 0
| 484
| 55
| 0.175248
| 0.906181
|
probe
| 1
|
9.496409
| 37,405
| 9,843
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 4
| 64
| 0.063391
| 0.932691
|
normal
| 0
|
17.052899
| 10,595
| 46,058
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 289
| 49
| 0.168336
| 0.882434
|
normal
| 0
|
14.651715
| 42,469
| 12,081
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 442
| 37
| 0.182251
| 0.71614
|
normal
| 0
|
12.130103
| 27,228
| 735
| 2
| 2
| 19
| 2
| 1
| 0
| 0
| 349
| 69
| 0.195752
| 0.407485
|
probe
| 1
|
60.532922
| 12,063
| 11,804
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 54
| 80
| 0.139871
| 0.442756
|
normal
| 0
|
2.923183
| 7,125,094
| 77,776
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 25
| 58
| 0.821531
| 0.367037
|
dos
| 1
|
221.320054
| 14,754
| 16,360
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 488
| 37
| 0.169145
| 0.361618
|
normal
| 0
|
94.703196
| 9,277
| 64,919
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 282
| 93
| 0.091188
| 0.890352
|
normal
| 0
|
208.86385
| 6,573
| 80,429
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 110
| 32
| 0.15643
| 0.222415
|
normal
| 0
|
20.055659
| 4,419,381
| 68,667
| 1
| 0
| 4
| 2
| 1
| 0
| 0
| 329
| 28
| 0.923396
| 0.351411
|
dos
| 1
|
9.416835
| 21,850
| 50,018
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 347
| 34
| 0.128363
| 0.732264
|
normal
| 0
|
62.229261
| 3,234
| 41,619
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 161
| 91
| 0.144136
| 0.107802
|
normal
| 0
|
172.615459
| 48,909
| 68,659
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 199
| 62
| 0.150027
| 0.734755
|
normal
| 0
|
4.810593
| 7,830,723
| 56,469
| 4
| 2
| 1
| 0
| 1
| 0
| 0
| 224
| 97
| 0.950456
| 0.729159
|
dos
| 1
|
16.60081
| 16,273
| 26,435
| 3
| 0
| 22
| 1
| 1
| 0
| 0
| 465
| 68
| 0.068587
| 0.352582
|
probe
| 1
|
39.963425
| 7,770
| 72,335
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 66
| 19
| 0.181146
| 0.861533
|
normal
| 0
|
4.952182
| 9,712
| 87,700
| 3
| 1
| 19
| 1
| 1
| 0
| 0
| 450
| 48
| 0.178598
| 0.402495
|
probe
| 1
|
36.565468
| 21,380
| 14,507
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 284
| 50
| 0.15225
| 0.82636
|
normal
| 0
|
14.530418
| 49,374
| 35,133
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 483
| 50
| 0.002086
| 0.91049
|
normal
| 0
|
28.880251
| 23,357
| 20,116
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 467
| 22
| 0.121048
| 0.237079
|
normal
| 0
|
114.659236
| 41,745
| 33,256
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 484
| 23
| 0.169736
| 0.66236
|
normal
| 0
|
4.46227
| 8,599,522
| 29,322
| 3
| 2
| 3
| 0
| 1
| 0
| 0
| 486
| 88
| 0.517388
| 0.922824
|
dos
| 1
|
10.198162
| 2,891,436
| 51,131
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 116
| 60
| 0.783042
| 0.607829
|
dos
| 1
|
76.852564
| 19,359
| 46,628
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 23
| 61
| 0.181088
| 0.198639
|
normal
| 0
|
79.640533
| 29,107
| 92,843
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 388
| 67
| 0.181194
| 0.819821
|
normal
| 0
|
8.369032
| 9,175,303
| 32,021
| 2
| 2
| 3
| 0
| 0
| 0
| 0
| 218
| 5
| 0.892244
| 0.539464
|
dos
| 1
|
14.457593
| 29,632
| 41,665
| 3
| 0
| 0
| 7
| 0
| 0
| 0
| 335
| 30
| 0.023081
| 0.983777
|
r2l
| 1
|
2.387753
| 12,192
| 81,322
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 427
| 9
| 0.061381
| 0.343643
|
normal
| 0
|
7.457717
| 35,031
| 53,706
| 2
| 0
| 4
| 15
| 1
| 0
| 0
| 393
| 78
| 0.00595
| 0.202486
|
r2l
| 1
|
85.008834
| 19,322
| 89,620
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 98
| 65
| 0.075117
| 0.924597
|
normal
| 0
|
20.088759
| 19,944
| 73,632
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 289
| 97
| 0.155637
| 0.588901
|
normal
| 0
|
18.390249
| 975,600
| 89,840
| 1
| 0
| 4
| 0
| 1
| 0
| 0
| 397
| 11
| 0.664836
| 0.682616
|
dos
| 1
|
24.786028
| 40,667
| 72,995
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 199
| 63
| 0.047276
| 0.071653
|
normal
| 0
|
7.317082
| 13,575
| 21,645
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 391
| 84
| 0.009462
| 0.69291
|
normal
| 0
|
42.749191
| 33,422
| 70,308
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 178
| 15
| 0.117885
| 0.256905
|
normal
| 0
|
5.700497
| 3,952,913
| 2,693
| 2
| 1
| 4
| 2
| 1
| 0
| 0
| 40
| 58
| 0.533737
| 0.324783
|
dos
| 1
|
0.247689
| 4,939,863
| 90,289
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 437
| 34
| 0.831143
| 0.775918
|
dos
| 1
|
61.718038
| 27,965
| 46,164
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 81
| 27
| 0.078891
| 0.635424
|
normal
| 0
|
105.868197
| 4,108
| 64,716
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 499
| 83
| 0.122223
| 0.895935
|
normal
| 0
|
104.553917
| 1,916
| 13,477
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 346
| 35
| 0.180542
| 0.719829
|
normal
| 0
|
299.363408
| 7,639
| 53,783
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 422
| 20
| 0.029778
| 0.409638
|
normal
| 0
|
194.886349
| 47,437
| 77,329
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 291
| 91
| 0.141537
| 0.432231
|
normal
| 0
|
11.663951
| 5,389,992
| 94,044
| 2
| 1
| 1
| 1
| 1
| 0
| 0
| 301
| 8
| 0.62321
| 0.634125
|
dos
| 1
|
302.881814
| 49,440
| 67,231
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 388
| 46
| 0.112827
| 0.209359
|
normal
| 0
|
26.235927
| 34,088
| 3,293
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 336
| 40
| 0.134579
| 0.486733
|
normal
| 0
|
95.98618
| 23,151
| 83,557
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 59
| 8
| 0.001477
| 0.077726
|
normal
| 0
|
218.211028
| 14,047
| 52,057
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 178
| 95
| 0.031629
| 0.464285
|
normal
| 0
|
3.116356
| 43,928
| 26,951
| 0
| 2
| 1
| 12
| 0
| 0
| 0
| 448
| 77
| 0.139938
| 0.241403
|
r2l
| 1
|
379.071174
| 10,353
| 21,080
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 488
| 56
| 0.03926
| 0.912337
|
normal
| 0
|
10.57525
| 29,738
| 3,485
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 352
| 22
| 0.162603
| 0.769963
|
normal
| 0
|
57.862368
| 35,775
| 46,212
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 88
| 88
| 0.142921
| 0.094969
|
normal
| 0
|
378.816548
| 15,704
| 76,547
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 148
| 96
| 0.169121
| 0.793869
|
normal
| 0
|
47.733932
| 34,583
| 7,346
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 264
| 40
| 0.143301
| 0.601522
|
normal
| 0
|
134.536885
| 15,761
| 38,889
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 39
| 7
| 0.137085
| 0.528032
|
normal
| 0
|
3.087466
| 44,595
| 57,224
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 118
| 52
| 0.167771
| 0.186453
|
normal
| 0
|
118.690959
| 14,348
| 70,454
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 195
| 14
| 0.084011
| 0.763636
|
normal
| 0
|
272.764186
| 40,677
| 92,448
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 72
| 53
| 0.178372
| 0.538155
|
normal
| 0
|
48.241033
| 31,252
| 48,754
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 226
| 18
| 0.197276
| 0.303476
|
normal
| 0
|
2.848535
| 38,978
| 77,148
| 3
| 1
| 4
| 9
| 0
| 0
| 0
| 14
| 15
| 0.151983
| 0.228441
|
r2l
| 1
|
2.830668
| 17,095
| 64,875
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 468
| 27
| 0.049126
| 0.753092
|
normal
| 0
|
222.583987
| 10,801
| 48,210
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 405
| 51
| 0.085556
| 0.057762
|
normal
| 0
|
128.199239
| 27,601
| 96,492
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 421
| 65
| 0.08284
| 0.619769
|
normal
| 0
|
11.281757
| 33,151
| 63,925
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 195
| 79
| 0.105066
| 0.989579
|
normal
| 0
|
8.485916
| 2,814,087
| 89,326
| 2
| 1
| 2
| 1
| 0
| 0
| 0
| 201
| 59
| 0.593091
| 0.918862
|
dos
| 1
|
163.386055
| 15,235
| 14,780
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 154
| 58
| 0.002198
| 0.968216
|
normal
| 0
|
10.370202
| 6,872,926
| 83,009
| 1
| 0
| 4
| 2
| 1
| 0
| 0
| 339
| 22
| 0.654143
| 0.737626
|
dos
| 1
|
12.842655
| 45,689
| 16,019
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 115
| 74
| 0.127297
| 0.186571
|
normal
| 0
|
35.884931
| 41,741
| 56,011
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 209
| 26
| 0.068715
| 0.962716
|
normal
| 0
|
9.046575
| 8,847,583
| 10,353
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 416
| 88
| 0.772725
| 0.898936
|
dos
| 1
|
74.530837
| 40,032
| 3,924
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 3
| 61
| 0.142329
| 0.241655
|
normal
| 0
|
313.694707
| 15,616
| 38,878
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 56
| 79
| 0.166003
| 0.796288
|
normal
| 0
|
65.597211
| 31,553
| 34,595
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 24
| 45
| 0.18235
| 0.401002
|
normal
| 0
|
39.022293
| 8,306,412
| 42,579
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 76
| 61
| 0.543045
| 0.676631
|
dos
| 1
|
71.290787
| 46,759
| 88,939
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 316
| 79
| 0.141714
| 0.320857
|
normal
| 0
|
4.953471
| 37,124
| 59,667
| 3
| 0
| 28
| 1
| 0
| 0
| 0
| 400
| 78
| 0.18956
| 0.145792
|
probe
| 1
|
50.859327
| 20,753
| 5,036
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 205
| 74
| 0.183354
| 0.662176
|
normal
| 0
|
19.155334
| 48,108
| 13,923
| 2
| 1
| 10
| 1
| 1
| 0
| 0
| 281
| 97
| 0.040566
| 0.097988
|
probe
| 1
|
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