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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
153.219282
| 13,368
| 8,824
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 450
| 76
| 0.003551
| 0.833245
|
normal
| 0
|
10.683153
| 4,104,529
| 31,359
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 54
| 32
| 0.805058
| 0.482554
|
dos
| 1
|
1.793862
| 6,520
| 29,117
| 4
| 2
| 3
| 0
| 1
| 2
| 1
| 296
| 92
| 0.076689
| 0.612977
|
u2r
| 1
|
149.653024
| 4,478
| 74,014
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 15
| 58
| 0.092287
| 0.800696
|
normal
| 0
|
1.289883
| 18,146
| 45,923
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 7
| 32
| 0.015789
| 0.729356
|
probe
| 1
|
22.935991
| 1,098
| 94,872
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 346
| 65
| 0.07445
| 0.543405
|
normal
| 0
|
8.024061
| 28,857
| 71,630
| 4
| 1
| 3
| 9
| 1
| 0
| 0
| 161
| 75
| 0.143226
| 0.228515
|
r2l
| 1
|
118.151685
| 4,402
| 71,468
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 58
| 60
| 0.085689
| 0.681077
|
normal
| 0
|
4.044474
| 2,451,411
| 80,238
| 4
| 2
| 0
| 2
| 0
| 0
| 0
| 290
| 45
| 0.928399
| 0.711804
|
dos
| 1
|
45.724753
| 47,766
| 43,228
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 75
| 16
| 0.139549
| 0.710238
|
normal
| 0
|
4.540435
| 19,008
| 12,593
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 184
| 88
| 0.034014
| 0.795741
|
normal
| 0
|
46.066482
| 46,922
| 178
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 443
| 32
| 0.150308
| 0.883932
|
normal
| 0
|
13.766397
| 6,835
| 1,911
| 2
| 2
| 2
| 8
| 1
| 0
| 0
| 407
| 65
| 0.084721
| 0.553626
|
r2l
| 1
|
13.113451
| 390,508
| 50,651
| 3
| 0
| 4
| 2
| 0
| 0
| 0
| 311
| 57
| 0.84907
| 0.77705
|
dos
| 1
|
0.47462
| 45,291
| 97,223
| 4
| 2
| 9
| 0
| 1
| 0
| 0
| 25
| 35
| 0.140158
| 0.391671
|
probe
| 1
|
7.977739
| 11,709
| 59,341
| 4
| 2
| 1
| 8
| 0
| 0
| 0
| 332
| 17
| 0.064402
| 0.989409
|
r2l
| 1
|
88.165802
| 43,277
| 70,048
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 471
| 22
| 0.130816
| 0.800482
|
normal
| 0
|
27.432885
| 34,054
| 84,595
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 97
| 65
| 0.004403
| 0.659714
|
normal
| 0
|
88.525117
| 37,162
| 51,322
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 298
| 48
| 0.185223
| 0.548725
|
normal
| 0
|
230.599052
| 41,003
| 18,716
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 249
| 39
| 0.027056
| 0.417808
|
normal
| 0
|
64.088355
| 23,699
| 3,989
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 213
| 67
| 0.160772
| 0.879422
|
normal
| 0
|
194.764284
| 24,473
| 84,674
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 378
| 4
| 0.060428
| 0.809785
|
normal
| 0
|
262.102119
| 11,104
| 30,447
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 128
| 20
| 0.075026
| 0.13432
|
normal
| 0
|
9.694495
| 42,577
| 67,586
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 393
| 28
| 0.080793
| 0.689192
|
normal
| 0
|
10.071751
| 29,319
| 97,015
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 169
| 1
| 0.090836
| 0.740664
|
normal
| 0
|
64.634792
| 49,257
| 73,989
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 14
| 71
| 0.099813
| 0.344083
|
normal
| 0
|
17.786543
| 49,962
| 98,635
| 2
| 1
| 2
| 15
| 1
| 0
| 0
| 446
| 62
| 0.161555
| 0.489058
|
r2l
| 1
|
3.313447
| 9,239,217
| 80,836
| 2
| 1
| 4
| 0
| 0
| 0
| 0
| 91
| 38
| 0.687552
| 0.603745
|
dos
| 1
|
7.934924
| 23,326
| 37,124
| 2
| 1
| 2
| 6
| 0
| 0
| 0
| 137
| 94
| 0.092237
| 0.227374
|
r2l
| 1
|
102.44165
| 14,244
| 31,746
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 108
| 51
| 0.01056
| 0.073558
|
normal
| 0
|
0.208368
| 26,389
| 4,542
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 109
| 50
| 0.032519
| 0.048813
|
normal
| 0
|
5.179555
| 5,935,331
| 79,063
| 3
| 0
| 1
| 1
| 0
| 0
| 0
| 219
| 71
| 0.726898
| 0.184185
|
dos
| 1
|
26.406853
| 12,558
| 4,868
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 202
| 20
| 0.16455
| 0.955734
|
normal
| 0
|
249.010536
| 38,676
| 8,124
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 367
| 87
| 0.041705
| 0.119132
|
normal
| 0
|
11.54274
| 31,535
| 72,158
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 452
| 16
| 0.194986
| 0.718746
|
normal
| 0
|
27.192314
| 28,094
| 92,728
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 359
| 21
| 0.136802
| 0.917479
|
normal
| 0
|
26.771436
| 7,992
| 64,354
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 322
| 53
| 0.113854
| 0.47534
|
normal
| 0
|
556.043675
| 5,653
| 72,119
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 424
| 58
| 0.143412
| 0.301934
|
normal
| 0
|
0.461116
| 20,088
| 12,487
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 408
| 65
| 0.141041
| 0.199201
|
normal
| 0
|
102.064678
| 27,323
| 12,955
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 100
| 62
| 0.190533
| 0.461055
|
normal
| 0
|
203.781282
| 28,272
| 65,334
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 379
| 17
| 0.023502
| 0.46001
|
normal
| 0
|
20.70044
| 8,156,293
| 56,229
| 3
| 1
| 4
| 0
| 1
| 0
| 0
| 314
| 36
| 0.778942
| 0.779938
|
dos
| 1
|
45.056784
| 7,254
| 55,574
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 494
| 49
| 0.187969
| 0.367478
|
normal
| 0
|
317.74787
| 40,007
| 65,829
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 74
| 66
| 0.124811
| 0.805536
|
normal
| 0
|
2.474162
| 15,579
| 55,500
| 2
| 2
| 27
| 2
| 1
| 0
| 0
| 308
| 87
| 0.018645
| 0.050173
|
probe
| 1
|
56.908156
| 20,466
| 93,036
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 101
| 5
| 0.014374
| 0.054241
|
normal
| 0
|
85.174087
| 277
| 94,292
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 440
| 59
| 0.09006
| 0.22037
|
normal
| 0
|
342.710576
| 48,356
| 8,484
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 182
| 76
| 0.085836
| 0.255165
|
normal
| 0
|
404.900961
| 10,902
| 63,877
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 22
| 41
| 0.029746
| 0.399625
|
normal
| 0
|
59.751574
| 37,381
| 83,081
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 467
| 58
| 0.159212
| 0.306734
|
normal
| 0
|
4.262211
| 3,466,983
| 57,754
| 1
| 1
| 2
| 0
| 1
| 0
| 0
| 5
| 59
| 0.580724
| 0.92016
|
dos
| 1
|
35.950785
| 44,449
| 66,044
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 110
| 34
| 0.183576
| 0.242991
|
normal
| 0
|
46.491718
| 7,874
| 28,531
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 320
| 81
| 0.104312
| 0.757005
|
normal
| 0
|
18.011026
| 16,725
| 44,249
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 157
| 21
| 0.074889
| 0.405485
|
normal
| 0
|
23.46907
| 28,675
| 94,825
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 224
| 68
| 0.152501
| 0.706537
|
normal
| 0
|
106.965552
| 42,439
| 87,096
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 313
| 59
| 0.01866
| 0.790362
|
normal
| 0
|
71.49463
| 9,888
| 92,251
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 106
| 26
| 0.104965
| 0.422957
|
normal
| 0
|
26.283579
| 40,896
| 17,777
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 189
| 60
| 0.057059
| 0.785682
|
normal
| 0
|
51.568678
| 13,849
| 10,810
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 272
| 89
| 0.133614
| 0.28805
|
normal
| 0
|
46.710138
| 46,621
| 62,210
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 124
| 61
| 0.082703
| 0.047701
|
normal
| 0
|
437.090507
| 10,296
| 26,552
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 195
| 26
| 0.086246
| 0.822524
|
normal
| 0
|
4.407056
| 8,439,450
| 29,812
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 481
| 41
| 0.74104
| 0.402324
|
dos
| 1
|
49.096799
| 1,400
| 49,858
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 168
| 88
| 0.108763
| 0.419836
|
normal
| 0
|
245.243844
| 40,791
| 96,925
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 203
| 59
| 0.039793
| 0.663385
|
normal
| 0
|
41.951645
| 23,962
| 83,218
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 40
| 27
| 0.136785
| 0.81763
|
normal
| 0
|
5.604501
| 9,165,373
| 48,480
| 3
| 0
| 1
| 1
| 1
| 0
| 0
| 329
| 77
| 0.792029
| 0.668638
|
dos
| 1
|
340.069741
| 30,691
| 93,063
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 476
| 48
| 0.181095
| 0.407593
|
normal
| 0
|
49.475358
| 44,844
| 56,765
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 248
| 51
| 0.106691
| 0.319283
|
normal
| 0
|
30.630449
| 9,037,423
| 69,394
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 349
| 85
| 0.994953
| 0.350722
|
dos
| 1
|
19.00144
| 37,155
| 85,027
| 1
| 2
| 23
| 0
| 0
| 0
| 0
| 29
| 57
| 0.048228
| 0.322995
|
probe
| 1
|
30.967184
| 14,484
| 53,871
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 231
| 37
| 0.052235
| 0.620874
|
normal
| 0
|
85.368376
| 39,105
| 66,276
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 105
| 17
| 0.165523
| 0.736797
|
normal
| 0
|
27.10919
| 4,208,813
| 28,868
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 421
| 40
| 0.602455
| 0.336122
|
dos
| 1
|
7.48131
| 26,448
| 53,051
| 2
| 0
| 4
| 1
| 1
| 2
| 0
| 36
| 89
| 0.192015
| 0.342482
|
u2r
| 1
|
7.718394
| 36,673
| 59,681
| 4
| 1
| 16
| 2
| 0
| 0
| 0
| 80
| 50
| 0.080983
| 0.178518
|
probe
| 1
|
245.764392
| 2,314
| 32,438
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 101
| 10
| 0.072365
| 0.477133
|
normal
| 0
|
29.271152
| 31,073
| 29,437
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 290
| 32
| 0.026751
| 0.728365
|
normal
| 0
|
51.386258
| 24,732
| 34,202
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 165
| 15
| 0.111163
| 0.322272
|
normal
| 0
|
34.62953
| 8,702,537
| 38,310
| 2
| 0
| 1
| 1
| 0
| 0
| 0
| 433
| 29
| 0.722147
| 0.594961
|
dos
| 1
|
72.990637
| 832
| 48,366
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 113
| 7
| 0.087097
| 0.439244
|
normal
| 0
|
10.088005
| 47,793
| 50,473
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 157
| 63
| 0.192934
| 0.603134
|
normal
| 0
|
1.429779
| 6,677,186
| 56,361
| 3
| 2
| 1
| 1
| 0
| 0
| 0
| 343
| 90
| 0.713655
| 0.503362
|
dos
| 1
|
139.696712
| 20,373
| 58,354
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 181
| 99
| 0.028823
| 0.363801
|
normal
| 0
|
14.554801
| 35,692
| 61,527
| 0
| 0
| 20
| 1
| 1
| 0
| 0
| 108
| 82
| 0.074856
| 0.729026
|
probe
| 1
|
96.2776
| 2,554
| 65,711
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 234
| 26
| 0.177031
| 0.420273
|
normal
| 0
|
9.1647
| 29,587
| 88,990
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 174
| 98
| 0.029427
| 0.440734
|
normal
| 0
|
68.379436
| 30,789
| 43,285
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 365
| 66
| 0.061936
| 0.793537
|
normal
| 0
|
1.859844
| 5,448,236
| 79,190
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 215
| 90
| 0.505942
| 0.114944
|
dos
| 1
|
226.915958
| 45,365
| 48,407
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 170
| 62
| 0.187481
| 0.69386
|
normal
| 0
|
41.155488
| 11,675
| 83,359
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 497
| 49
| 0.081358
| 0.791174
|
normal
| 0
|
2.679171
| 41,036
| 55,090
| 1
| 0
| 3
| 12
| 0
| 0
| 0
| 36
| 28
| 0.056383
| 0.729384
|
r2l
| 1
|
119.528903
| 2,524
| 94,240
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 333
| 90
| 0.045958
| 0.446985
|
normal
| 0
|
41.552948
| 39,051
| 208
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 499
| 64
| 0.11023
| 0.281133
|
normal
| 0
|
6.707958
| 49,965
| 31,321
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 15
| 55
| 0.060715
| 0.3161
|
normal
| 0
|
70.409015
| 16,569
| 13,905
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 155
| 34
| 0.048053
| 0.49987
|
normal
| 0
|
92.038846
| 34,884
| 247
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 262
| 56
| 0.092356
| 0.993963
|
normal
| 0
|
0.585873
| 30,685
| 93,561
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 449
| 71
| 0.149013
| 0.251791
|
normal
| 0
|
10.045631
| 11,778
| 35,662
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 449
| 22
| 0.107391
| 0.147603
|
normal
| 0
|
23.229864
| 5,801
| 62,821
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 259
| 93
| 0.180129
| 0.494005
|
normal
| 0
|
42.779092
| 20,198
| 11,966
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 200
| 24
| 0.001161
| 0.18813
|
normal
| 0
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.