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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.807201
| 22,490
| 45,122
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 392
| 20
| 0.046978
| 0.951332
|
normal
| 0
|
3.587126
| 7,600,887
| 76,950
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 483
| 54
| 0.993939
| 0.364692
|
dos
| 1
|
2.242326
| 23,923
| 53,228
| 2
| 1
| 21
| 2
| 0
| 0
| 0
| 355
| 33
| 0.090053
| 0.658783
|
probe
| 1
|
16.618863
| 2,290
| 55,111
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 427
| 10
| 0.167264
| 0.824792
|
normal
| 0
|
50.376826
| 48,157
| 9,565
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 228
| 11
| 0.051041
| 0.235035
|
normal
| 0
|
106.713719
| 37,559
| 25,203
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 127
| 35
| 0.127767
| 0.22648
|
normal
| 0
|
4.897458
| 2,209,524
| 68,231
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 294
| 60
| 0.678112
| 0.082708
|
dos
| 1
|
156.796527
| 21,854
| 58,514
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 74
| 35
| 0.042349
| 0.293377
|
normal
| 0
|
127.900387
| 16,646
| 29,036
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 439
| 27
| 0.030902
| 0.88901
|
normal
| 0
|
44.48762
| 41,409
| 66,213
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 178
| 14
| 0.098872
| 0.105465
|
normal
| 0
|
13.045535
| 130
| 15,587
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 177
| 67
| 0.078268
| 0.285559
|
normal
| 0
|
24.441088
| 6,701
| 71,347
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 234
| 57
| 0.033012
| 0.85397
|
normal
| 0
|
0.956859
| 7,163,890
| 77,089
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 480
| 21
| 0.758088
| 0.832139
|
dos
| 1
|
194.723061
| 43,198
| 3,401
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 292
| 56
| 0.030876
| 0.109267
|
normal
| 0
|
302.744696
| 18,659
| 18,826
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 30
| 41
| 0.076912
| 0.723353
|
normal
| 0
|
7.382985
| 21,549
| 66,090
| 1
| 1
| 10
| 2
| 1
| 0
| 0
| 207
| 82
| 0.133745
| 0.370793
|
probe
| 1
|
4.018346
| 6,118,294
| 41,762
| 4
| 0
| 4
| 1
| 1
| 0
| 0
| 400
| 95
| 0.605339
| 0.044949
|
dos
| 1
|
104.606646
| 24,376
| 83,082
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 102
| 89
| 0.066102
| 0.049883
|
normal
| 0
|
124.014375
| 49,760
| 16,807
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 87
| 27
| 0.048255
| 0.327707
|
normal
| 0
|
103.244045
| 29,516
| 75,004
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 335
| 2
| 0.06989
| 0.82381
|
normal
| 0
|
146.972549
| 45,895
| 41,375
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 198
| 42
| 0.078029
| 0.857415
|
normal
| 0
|
44.546178
| 8,077
| 11,184
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 455
| 91
| 0.093606
| 0.870404
|
normal
| 0
|
19.775944
| 37,200
| 13,818
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 207
| 53
| 0.077648
| 0.183965
|
normal
| 0
|
22.888924
| 14,394
| 83,925
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 280
| 20
| 0.184978
| 0.579829
|
normal
| 0
|
1.108636
| 2,459,499
| 60,088
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 451
| 75
| 0.903032
| 0.084239
|
dos
| 1
|
43.127823
| 19,508
| 12,864
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 309
| 49
| 0.00936
| 0.844159
|
normal
| 0
|
9.622906
| 35,938
| 35,631
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 184
| 44
| 0.154028
| 0.917106
|
normal
| 0
|
38.785413
| 17,558
| 67,548
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 432
| 76
| 0.082472
| 0.734254
|
normal
| 0
|
12.151718
| 22,452
| 4,309
| 1
| 0
| 3
| 9
| 0
| 0
| 0
| 383
| 24
| 0.130974
| 0.095218
|
r2l
| 1
|
2.262466
| 2,843,708
| 7,647
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 462
| 14
| 0.957936
| 0.278195
|
dos
| 1
|
11.034021
| 131,935
| 61,592
| 2
| 0
| 1
| 0
| 1
| 0
| 0
| 277
| 75
| 0.858894
| 0.788789
|
dos
| 1
|
2.014754
| 217,739
| 56,167
| 1
| 0
| 2
| 0
| 1
| 0
| 0
| 393
| 84
| 0.959714
| 0.551398
|
dos
| 1
|
9.505133
| 13,754
| 45,996
| 4
| 2
| 0
| 11
| 1
| 0
| 0
| 56
| 96
| 0.042533
| 0.141774
|
r2l
| 1
|
21.452117
| 23,804
| 95,644
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 41
| 51
| 0.164176
| 0.99412
|
normal
| 0
|
353.999928
| 17,219
| 77,668
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 496
| 27
| 0.097946
| 0.561927
|
normal
| 0
|
79.734055
| 8,233
| 3,871
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 299
| 44
| 0.065309
| 0.111336
|
normal
| 0
|
27.776731
| 6,085,238
| 78,970
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 396
| 87
| 0.61031
| 0.309441
|
dos
| 1
|
0.04291
| 4,687,558
| 72,285
| 1
| 1
| 2
| 2
| 0
| 0
| 0
| 115
| 22
| 0.67456
| 0.935195
|
dos
| 1
|
50.284298
| 22,305
| 55,163
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 280
| 86
| 0.01133
| 0.398621
|
normal
| 0
|
229.483671
| 43,916
| 34,411
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 300
| 45
| 0.186762
| 0.412173
|
normal
| 0
|
30.202055
| 22,160
| 60,143
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 233
| 75
| 0.188695
| 0.707651
|
normal
| 0
|
3.31043
| 16,179
| 75,531
| 1
| 0
| 21
| 1
| 1
| 0
| 0
| 20
| 47
| 0.028857
| 0.553694
|
probe
| 1
|
70.309199
| 20,961
| 99,257
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 419
| 12
| 0.078751
| 0.277477
|
normal
| 0
|
223.133788
| 16,579
| 93,426
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 163
| 4
| 0.15835
| 0.58457
|
normal
| 0
|
203.0708
| 9,203
| 94,995
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 226
| 77
| 0.191243
| 0.084919
|
normal
| 0
|
85.414978
| 29,558
| 87,345
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 92
| 21
| 0.046987
| 0.163749
|
normal
| 0
|
28.88354
| 37,256
| 60,551
| 2
| 0
| 16
| 1
| 1
| 0
| 0
| 305
| 83
| 0.011093
| 0.87484
|
probe
| 1
|
51.643629
| 11,598
| 91,294
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 133
| 44
| 0.132248
| 0.151801
|
normal
| 0
|
12.582531
| 3,445,593
| 53,399
| 3
| 1
| 4
| 1
| 1
| 0
| 0
| 48
| 86
| 0.538978
| 0.692787
|
dos
| 1
|
93.59151
| 9,010
| 23,421
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 431
| 37
| 0.041113
| 0.346152
|
normal
| 0
|
151.913002
| 44,064
| 82,828
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 338
| 42
| 0.086165
| 0.694742
|
normal
| 0
|
59.759102
| 23,499
| 88,519
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 439
| 38
| 0.112068
| 0.447526
|
normal
| 0
|
0.018745
| 7,134,124
| 90,574
| 1
| 0
| 3
| 2
| 0
| 0
| 0
| 201
| 16
| 0.814166
| 0.007422
|
dos
| 1
|
56.028571
| 7,758
| 71,502
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 70
| 86
| 0.166181
| 0.323427
|
normal
| 0
|
121.375718
| 43,488
| 91,161
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 71
| 97
| 0.077303
| 0.692144
|
normal
| 0
|
190.697515
| 31,984
| 60,581
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 367
| 78
| 0.103252
| 0.161667
|
normal
| 0
|
1.978759
| 15,365
| 11,629
| 0
| 1
| 1
| 9
| 1
| 0
| 0
| 257
| 10
| 0.100183
| 0.682306
|
r2l
| 1
|
65.559605
| 20,165
| 95,013
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 127
| 82
| 0.04054
| 0.847344
|
normal
| 0
|
24.636742
| 1,214,769
| 4,534
| 2
| 1
| 0
| 1
| 1
| 0
| 0
| 478
| 80
| 0.566847
| 0.135147
|
dos
| 1
|
19.491658
| 47,567
| 22,624
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 278
| 90
| 0.184446
| 0.233428
|
normal
| 0
|
280.095071
| 32,605
| 86,409
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 97
| 34
| 0.09433
| 0.501512
|
normal
| 0
|
37.991392
| 11,511
| 3,538
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 420
| 78
| 0.023199
| 0.108693
|
normal
| 0
|
161.290122
| 43,673
| 38,786
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 497
| 42
| 0.119645
| 0.933443
|
normal
| 0
|
125.648446
| 32,797
| 31,866
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 117
| 37
| 0.09347
| 0.983265
|
normal
| 0
|
156.502685
| 15,262
| 75,286
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 319
| 35
| 0.11546
| 0.568675
|
normal
| 0
|
276.094689
| 6,135
| 64,317
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 261
| 97
| 0.189103
| 0.296756
|
normal
| 0
|
5.036347
| 22,610
| 38,085
| 2
| 0
| 17
| 0
| 1
| 0
| 0
| 303
| 5
| 0.111183
| 0.319423
|
probe
| 1
|
228.229575
| 47,025
| 89,128
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 91
| 38
| 0.159359
| 0.41967
|
normal
| 0
|
8.246978
| 8,282,889
| 26,744
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 306
| 11
| 0.794957
| 0.860601
|
dos
| 1
|
98.540658
| 26,941
| 22,952
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 440
| 40
| 0.101937
| 0.810659
|
normal
| 0
|
147.961921
| 38,846
| 26,460
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 365
| 58
| 0.158246
| 0.899728
|
normal
| 0
|
31.69614
| 14,917
| 63,491
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 468
| 53
| 0.071044
| 0.925498
|
normal
| 0
|
134.997709
| 20,544
| 7,422
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 226
| 83
| 0.098595
| 0.330595
|
normal
| 0
|
150.722809
| 48,643
| 94,850
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 420
| 70
| 0.139024
| 0.715117
|
normal
| 0
|
177.896935
| 3,084
| 15,358
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 85
| 31
| 0.185916
| 0.206917
|
normal
| 0
|
37.525057
| 19,280
| 69,075
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 15
| 81
| 0.122832
| 0.673367
|
normal
| 0
|
114.446752
| 5,544
| 68,402
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 210
| 37
| 0.113485
| 0.559907
|
normal
| 0
|
5.433488
| 37,799
| 37,046
| 3
| 1
| 18
| 1
| 0
| 0
| 0
| 373
| 11
| 0.043006
| 0.317394
|
probe
| 1
|
3.528261
| 2,264,204
| 64,618
| 3
| 0
| 4
| 2
| 1
| 0
| 0
| 49
| 49
| 0.700705
| 0.08071
|
dos
| 1
|
62.170814
| 3,908
| 28,094
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 342
| 41
| 0.061703
| 0.357518
|
normal
| 0
|
91.017044
| 8,780
| 96,327
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 167
| 16
| 0.144791
| 0.397578
|
normal
| 0
|
53.758033
| 46,587
| 80,452
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 114
| 7
| 0.142624
| 0.874973
|
normal
| 0
|
17.671681
| 40,179
| 50,951
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 70
| 33
| 0.049867
| 0.919677
|
normal
| 0
|
19.605081
| 23,427
| 90,234
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 109
| 45
| 0.006168
| 0.950338
|
normal
| 0
|
8.07426
| 26,934
| 65,927
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 16
| 39
| 0.017249
| 0.281807
|
normal
| 0
|
96.252495
| 19,197
| 68,834
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 310
| 35
| 0.132195
| 0.865525
|
normal
| 0
|
188.808359
| 25,926
| 78,738
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 366
| 82
| 0.128227
| 0.785019
|
normal
| 0
|
2.105698
| 6,218
| 26,991
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 348
| 46
| 0.171487
| 0.929805
|
normal
| 0
|
30.990484
| 4,163,812
| 37,321
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 158
| 42
| 0.761275
| 0.596701
|
dos
| 1
|
31.918592
| 4,288,324
| 14,518
| 3
| 1
| 0
| 0
| 1
| 0
| 0
| 486
| 67
| 0.996597
| 0.04534
|
dos
| 1
|
133.834545
| 14,807
| 81,122
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 442
| 32
| 0.168585
| 0.631411
|
normal
| 0
|
4.522817
| 25,667
| 77,768
| 1
| 2
| 7
| 0
| 1
| 0
| 0
| 367
| 93
| 0.152396
| 0.675114
|
probe
| 1
|
0.754608
| 25,075
| 68,679
| 0
| 2
| 0
| 17
| 1
| 0
| 0
| 458
| 31
| 0.193291
| 0.52515
|
r2l
| 1
|
26.397362
| 12,696
| 18,943
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 330
| 99
| 0.069628
| 0.056668
|
normal
| 0
|
50.924557
| 36,967
| 15,367
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 67
| 77
| 0.168052
| 0.939407
|
normal
| 0
|
25.489054
| 26,243
| 38,840
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 297
| 41
| 0.065606
| 0.101085
|
normal
| 0
|
55.192262
| 3,917
| 27,347
| 0
| 0
| 2
| 10
| 1
| 0
| 0
| 367
| 68
| 0.153372
| 0.007252
|
r2l
| 1
|
7.095963
| 26,949
| 5,894
| 3
| 1
| 5
| 2
| 1
| 0
| 0
| 274
| 42
| 0.132198
| 0.427582
|
probe
| 1
|
94.419971
| 6,582
| 20,525
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 86
| 74
| 0.121677
| 0.308697
|
normal
| 0
|
8.46669
| 9,417
| 97,429
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 63
| 20
| 0.059517
| 0.753283
|
normal
| 0
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.