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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
117.470591
| 47,408
| 82,767
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 439
| 89
| 0.078857
| 0.876519
|
normal
| 0
|
268.120811
| 37,610
| 4,884
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 73
| 86
| 0.004334
| 0.738148
|
normal
| 0
|
9.638986
| 32,121
| 18,745
| 2
| 1
| 20
| 1
| 1
| 0
| 0
| 454
| 37
| 0.105483
| 0.21495
|
probe
| 1
|
6.333704
| 39,146
| 44,600
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 78
| 50
| 0.063052
| 0.078247
|
normal
| 0
|
7.251255
| 221,720
| 82,417
| 1
| 2
| 1
| 0
| 0
| 0
| 0
| 401
| 77
| 0.973351
| 0.87183
|
dos
| 1
|
14.686438
| 7,319
| 97,606
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 312
| 87
| 0.088004
| 0.276171
|
normal
| 0
|
74.627063
| 39,879
| 34,936
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 395
| 59
| 0.016705
| 0.258475
|
normal
| 0
|
73.184904
| 2,727
| 97,671
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 28
| 81
| 0.038802
| 0.92928
|
normal
| 0
|
85.57771
| 37,673
| 7,133
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 7
| 48
| 0.005963
| 0.560926
|
normal
| 0
|
136.738578
| 16,465
| 95,408
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 225
| 1
| 0.079342
| 0.059239
|
normal
| 0
|
355.189354
| 14,299
| 35,179
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 157
| 78
| 0.009922
| 0.07318
|
normal
| 0
|
210.585691
| 24,102
| 91,633
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 157
| 43
| 0.129979
| 0.308304
|
normal
| 0
|
12.597968
| 8,801
| 28,832
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 61
| 9
| 0.025849
| 0.768272
|
normal
| 0
|
21.902204
| 8,035
| 82,583
| 2
| 2
| 0
| 18
| 1
| 0
| 0
| 66
| 47
| 0.117812
| 0.187405
|
r2l
| 1
|
6.415793
| 17,945
| 99,270
| 2
| 2
| 3
| 12
| 0
| 0
| 0
| 414
| 30
| 0.194283
| 0.680229
|
r2l
| 1
|
19.457718
| 7,020
| 74,277
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 403
| 89
| 0.130282
| 0.054123
|
normal
| 0
|
16.330731
| 5,305,989
| 58,417
| 3
| 1
| 0
| 1
| 0
| 0
| 0
| 428
| 32
| 0.797912
| 0.421657
|
dos
| 1
|
80.578836
| 18,483
| 70,378
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 56
| 45
| 0.080995
| 0.088358
|
normal
| 0
|
25.7793
| 34,838
| 43,096
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 318
| 56
| 0.007315
| 0.54035
|
normal
| 0
|
5.920976
| 4,627,105
| 17,276
| 1
| 0
| 3
| 1
| 0
| 0
| 0
| 108
| 88
| 0.526877
| 0.651726
|
dos
| 1
|
1.901023
| 20,335
| 60,112
| 3
| 1
| 1
| 14
| 0
| 0
| 0
| 497
| 32
| 0.093697
| 0.307428
|
r2l
| 1
|
2.12032
| 16,585
| 42,208
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 202
| 14
| 0.085601
| 0.936828
|
normal
| 0
|
2.82973
| 1,223,112
| 67,969
| 4
| 2
| 2
| 2
| 1
| 0
| 0
| 321
| 7
| 0.860679
| 0.51469
|
dos
| 1
|
220.855429
| 17,944
| 50,342
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 434
| 93
| 0.028677
| 0.969073
|
normal
| 0
|
8.163294
| 27,522
| 90,765
| 3
| 0
| 0
| 2
| 1
| 9
| 1
| 99
| 61
| 0.199463
| 0.160448
|
u2r
| 1
|
42.714002
| 25,409
| 22,411
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 81
| 10
| 0.017618
| 0.573522
|
normal
| 0
|
29.259566
| 44,152
| 16,720
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 482
| 83
| 0.196888
| 0.160783
|
normal
| 0
|
27.886046
| 27,110
| 29,261
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 98
| 78
| 0.19429
| 0.198418
|
normal
| 0
|
10.510281
| 49,784
| 33,202
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 357
| 82
| 0.095182
| 0.409195
|
normal
| 0
|
169.950715
| 32,959
| 83,191
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 249
| 75
| 0.001166
| 0.067298
|
normal
| 0
|
4.432999
| 1,919
| 29,739
| 1
| 2
| 4
| 19
| 1
| 0
| 0
| 50
| 26
| 0.13297
| 0.025957
|
r2l
| 1
|
34.572761
| 17,640
| 75,559
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 184
| 41
| 0.094933
| 0.044737
|
normal
| 0
|
4.675177
| 5,034
| 59,500
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 144
| 55
| 0.100986
| 0.896685
|
normal
| 0
|
152.045027
| 8,796
| 1,767
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 325
| 78
| 0.151022
| 0.96005
|
normal
| 0
|
4.007611
| 30,248
| 45,598
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 117
| 24
| 0.010468
| 0.051136
|
normal
| 0
|
36.860454
| 5,036
| 99,108
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 461
| 9
| 0.186568
| 0.066199
|
normal
| 0
|
85.166793
| 6,968
| 10,184
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 321
| 39
| 0.153656
| 0.830564
|
normal
| 0
|
52.688956
| 43,255
| 24,249
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 16
| 90
| 0.027226
| 0.054328
|
normal
| 0
|
33.166331
| 9,225
| 86,698
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 328
| 77
| 0.012807
| 0.344043
|
normal
| 0
|
32.184445
| 27,912
| 68,716
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 326
| 63
| 0.151798
| 0.634636
|
normal
| 0
|
1.63381
| 1,062,836
| 47,942
| 3
| 1
| 1
| 1
| 1
| 0
| 0
| 190
| 8
| 0.566198
| 0.871748
|
dos
| 1
|
3.268909
| 19,188
| 96,805
| 3
| 2
| 9
| 0
| 0
| 0
| 0
| 107
| 79
| 0.062242
| 0.793475
|
probe
| 1
|
42.777371
| 20,802
| 35,079
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 191
| 50
| 0.043781
| 0.101828
|
normal
| 0
|
3.99323
| 18,593
| 74,256
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 108
| 39
| 0.048278
| 0.834035
|
normal
| 0
|
3.725106
| 31,427
| 63,581
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 77
| 27
| 0.103184
| 0.852878
|
normal
| 0
|
142.384428
| 29,395
| 18,769
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 9
| 44
| 0.13094
| 0.955811
|
normal
| 0
|
80.378788
| 27,099
| 75,316
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 167
| 42
| 0.025055
| 0.015883
|
normal
| 0
|
153.05928
| 43,706
| 56,294
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 370
| 3
| 0.120921
| 0.950601
|
normal
| 0
|
119.566412
| 45,560
| 61,326
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 482
| 90
| 0.098161
| 0.198449
|
normal
| 0
|
238.061528
| 7,172
| 98,111
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 52
| 41
| 0.199497
| 0.798719
|
normal
| 0
|
217.001671
| 24,102
| 83,564
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 137
| 89
| 0.182837
| 0.823468
|
normal
| 0
|
13.999395
| 7,483,807
| 34,360
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 450
| 94
| 0.772163
| 0.747228
|
dos
| 1
|
35.332781
| 41,825
| 61,075
| 1
| 0
| 4
| 15
| 1
| 0
| 0
| 460
| 94
| 0.058733
| 0.950543
|
r2l
| 1
|
36.835201
| 8,639
| 48,188
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 302
| 53
| 0.124001
| 0.38766
|
normal
| 0
|
70.730044
| 44,633
| 65,613
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 325
| 26
| 0.132499
| 0.69766
|
normal
| 0
|
12.285071
| 9,637
| 71,194
| 2
| 1
| 9
| 2
| 1
| 0
| 0
| 215
| 83
| 0.074067
| 0.659858
|
probe
| 1
|
0.831245
| 32,387
| 54,702
| 3
| 0
| 19
| 1
| 1
| 0
| 0
| 8
| 27
| 0.10333
| 0.916698
|
probe
| 1
|
20.591478
| 48,291
| 28,770
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 414
| 5
| 0.12007
| 0.159948
|
normal
| 0
|
106.600923
| 48,381
| 48,667
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 204
| 33
| 0.106564
| 0.107084
|
normal
| 0
|
60.991128
| 11,297
| 51,845
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 3
| 53
| 0.088126
| 0.649282
|
normal
| 0
|
96.81232
| 27,240
| 23,336
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 370
| 80
| 0.162971
| 0.767169
|
normal
| 0
|
27.391701
| 15,854
| 83,258
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 158
| 25
| 0.035425
| 0.377719
|
normal
| 0
|
56.985914
| 8,621
| 52,446
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 404
| 42
| 0.141767
| 0.434085
|
normal
| 0
|
23.597707
| 44,594
| 96,077
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 167
| 51
| 0.172084
| 0.944996
|
normal
| 0
|
208.188578
| 36,661
| 87,228
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 224
| 48
| 0.154707
| 0.689983
|
normal
| 0
|
12.827537
| 5,494,719
| 11,215
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 111
| 47
| 0.779083
| 0.087581
|
dos
| 1
|
25.486827
| 14,527
| 22,832
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 177
| 48
| 0.056348
| 0.559979
|
normal
| 0
|
4.208185
| 34,113
| 80,227
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 359
| 67
| 0.018752
| 0.135248
|
normal
| 0
|
112.62055
| 35,105
| 27,396
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 217
| 87
| 0.128895
| 0.684632
|
normal
| 0
|
24.161907
| 24,880
| 32,223
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 226
| 49
| 0.09865
| 0.709076
|
normal
| 0
|
2.284923
| 47,973
| 24,298
| 3
| 0
| 2
| 3
| 1
| 0
| 0
| 437
| 77
| 0.043145
| 0.752576
|
r2l
| 1
|
76.292688
| 12,476
| 34,855
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 206
| 22
| 0.04194
| 0.911245
|
normal
| 0
|
34.10505
| 24,399
| 58,481
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 356
| 66
| 0.061421
| 0.17667
|
normal
| 0
|
22.601888
| 6,443,926
| 74,406
| 3
| 2
| 4
| 2
| 1
| 0
| 0
| 491
| 46
| 0.587228
| 0.601626
|
dos
| 1
|
32.188701
| 16,846
| 89,709
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 224
| 38
| 0.171416
| 0.845694
|
normal
| 0
|
2.172447
| 44,502
| 73,957
| 4
| 2
| 25
| 0
| 1
| 0
| 0
| 358
| 80
| 0.100817
| 0.350548
|
probe
| 1
|
36.85105
| 16,815
| 64,899
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 397
| 97
| 0.144122
| 0.847499
|
normal
| 0
|
444.370907
| 27,644
| 97,240
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 299
| 52
| 0.050115
| 0.483918
|
normal
| 0
|
92.923613
| 45,863
| 35,596
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 76
| 65
| 0.080866
| 0.746638
|
normal
| 0
|
186.053832
| 40,461
| 67,848
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 97
| 8
| 0.152671
| 0.154212
|
normal
| 0
|
1.201591
| 3,601,581
| 55,610
| 2
| 2
| 4
| 1
| 0
| 0
| 0
| 353
| 83
| 0.675192
| 0.932484
|
dos
| 1
|
18.49722
| 7,422,641
| 46,047
| 2
| 0
| 2
| 0
| 1
| 0
| 0
| 41
| 64
| 0.796305
| 0.913966
|
dos
| 1
|
133.7455
| 47,898
| 27,908
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 425
| 13
| 0.140965
| 0.523677
|
normal
| 0
|
106.438194
| 33,289
| 24,482
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 298
| 50
| 0.117937
| 0.788891
|
normal
| 0
|
32.172914
| 1,695,031
| 42,352
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 256
| 28
| 0.512685
| 0.852493
|
dos
| 1
|
4.765639
| 21,774
| 52,887
| 0
| 2
| 0
| 10
| 1
| 0
| 0
| 357
| 8
| 0.149629
| 0.793325
|
r2l
| 1
|
30.576921
| 33,116
| 89,797
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 4
| 48
| 0.075546
| 0.941032
|
normal
| 0
|
95.028755
| 39,192
| 12,369
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 301
| 45
| 0.0003
| 0.520597
|
normal
| 0
|
42.246107
| 11,838
| 1,660
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 306
| 86
| 0.187566
| 0.96299
|
normal
| 0
|
1.08486
| 582
| 32,997
| 2
| 2
| 17
| 0
| 1
| 0
| 0
| 16
| 87
| 0.106826
| 0.745425
|
probe
| 1
|
23.240882
| 31,608
| 92,805
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 56
| 11
| 0.198285
| 0.149477
|
normal
| 0
|
52.598515
| 44,535
| 26,197
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 431
| 11
| 0.016467
| 0.345511
|
normal
| 0
|
2.099161
| 4,676,586
| 17,962
| 3
| 1
| 4
| 1
| 0
| 0
| 0
| 317
| 40
| 0.815136
| 0.096027
|
dos
| 1
|
328.527173
| 11,524
| 87,949
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 174
| 85
| 0.107621
| 0.870663
|
normal
| 0
|
16.782925
| 20,898
| 85,707
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 210
| 33
| 0.008568
| 0.867326
|
normal
| 0
|
244.535578
| 45,686
| 65,816
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 412
| 16
| 0.075891
| 0.149619
|
normal
| 0
|
55.944372
| 28,767
| 84,435
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 133
| 40
| 0.198948
| 0.726455
|
normal
| 0
|
47.459976
| 28,503
| 29,201
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 72
| 5
| 0.172951
| 0.725605
|
normal
| 0
|
26.308026
| 43,007
| 49,141
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 248
| 31
| 0.193654
| 0.956696
|
normal
| 0
|
100.993222
| 39,574
| 14,014
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 166
| 78
| 0.035686
| 0.862408
|
normal
| 0
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.