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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
144.6622
| 14,727
| 71,907
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 423
| 52
| 0.143942
| 0.838151
|
normal
| 0
|
0.653764
| 19,707
| 28,714
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 405
| 74
| 0.160935
| 0.442391
|
normal
| 0
|
2.775071
| 28,686
| 68,094
| 4
| 1
| 9
| 1
| 1
| 0
| 0
| 431
| 92
| 0.171719
| 0.622844
|
probe
| 1
|
157.941514
| 45,354
| 10,701
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 138
| 5
| 0.046498
| 0.93286
|
normal
| 0
|
99.437315
| 9,514
| 92,445
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 496
| 52
| 0.049538
| 0.943288
|
normal
| 0
|
26.306596
| 7,531,232
| 66,856
| 4
| 1
| 1
| 0
| 1
| 0
| 0
| 59
| 36
| 0.708587
| 0.908
|
dos
| 1
|
103.462957
| 25,616
| 58,923
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 349
| 52
| 0.171943
| 0.945858
|
normal
| 0
|
20.387785
| 6,339,274
| 89,124
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 297
| 17
| 0.803325
| 0.417389
|
dos
| 1
|
83.559086
| 39,229
| 91,896
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 447
| 92
| 0.197137
| 0.744141
|
normal
| 0
|
160.836944
| 47,833
| 23,634
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 126
| 2
| 0.028386
| 0.525424
|
normal
| 0
|
394.986638
| 48,036
| 57,600
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 291
| 86
| 0.197435
| 0.761804
|
normal
| 0
|
122.270789
| 20,400
| 1,240
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 144
| 59
| 0.050701
| 0.825918
|
normal
| 0
|
21.708875
| 7,587
| 51,721
| 2
| 2
| 7
| 2
| 1
| 0
| 0
| 355
| 97
| 0.186082
| 0.628252
|
probe
| 1
|
3.820661
| 34,938
| 3,322
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 290
| 18
| 0.09298
| 0.033896
|
normal
| 0
|
46.916862
| 8,928
| 70,288
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 418
| 17
| 0.093672
| 0.777019
|
normal
| 0
|
83.342754
| 48,311
| 55,615
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 229
| 63
| 0.022308
| 0.995034
|
normal
| 0
|
159.556741
| 37,674
| 55,706
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 44
| 64
| 0.180041
| 0.736066
|
normal
| 0
|
18.122319
| 6,942
| 64,835
| 4
| 2
| 15
| 2
| 0
| 0
| 0
| 249
| 7
| 0.169458
| 0.023606
|
probe
| 1
|
322.033378
| 43,436
| 89,617
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 469
| 96
| 0.114483
| 0.76553
|
normal
| 0
|
31.717096
| 20,159
| 10,578
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 78
| 39
| 0.055123
| 0.573143
|
normal
| 0
|
5.111908
| 40,729
| 86,243
| 3
| 0
| 2
| 15
| 0
| 0
| 0
| 134
| 37
| 0.115148
| 0.857311
|
r2l
| 1
|
54.30586
| 48,966
| 83,179
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 277
| 38
| 0.114085
| 0.16352
|
normal
| 0
|
19.30449
| 31,530
| 2,413
| 3
| 1
| 0
| 12
| 1
| 0
| 0
| 82
| 93
| 0.0854
| 0.83959
|
r2l
| 1
|
162.202699
| 19,009
| 14,769
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 125
| 48
| 0.03064
| 0.943226
|
normal
| 0
|
35.128274
| 30,030
| 2,905
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 119
| 68
| 0.007316
| 0.470567
|
normal
| 0
|
10.182461
| 39,567
| 10,688
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 256
| 87
| 0.061404
| 0.462414
|
normal
| 0
|
13.827629
| 7,896,029
| 2,554
| 2
| 1
| 0
| 2
| 1
| 0
| 0
| 327
| 15
| 0.626778
| 0.729436
|
dos
| 1
|
8.328076
| 22,256
| 40,211
| 4
| 0
| 0
| 1
| 1
| 6
| 1
| 487
| 17
| 0.161488
| 0.314887
|
u2r
| 1
|
159.537611
| 23,321
| 92,221
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 312
| 24
| 0.126141
| 0.836257
|
normal
| 0
|
345.204466
| 12,506
| 68,938
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 358
| 40
| 0.108845
| 0.851475
|
normal
| 0
|
5.688859
| 38,027
| 20,666
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 153
| 96
| 0.169085
| 0.633285
|
normal
| 0
|
89.57273
| 359
| 38,424
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 467
| 67
| 0.09263
| 0.52331
|
normal
| 0
|
114.343769
| 19,480
| 88,955
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 116
| 33
| 0.087571
| 0.838194
|
normal
| 0
|
7.850294
| 24,292
| 34,296
| 2
| 1
| 0
| 10
| 1
| 0
| 0
| 95
| 81
| 0.134462
| 0.179314
|
r2l
| 1
|
285.754051
| 41,125
| 33,618
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 308
| 58
| 0.074402
| 0.121281
|
normal
| 0
|
124.636118
| 15,833
| 64,095
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 51
| 37
| 0.0749
| 0.037231
|
normal
| 0
|
73.770408
| 28,753
| 13,632
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 442
| 25
| 0.185271
| 0.002247
|
normal
| 0
|
17.616923
| 15,693
| 46,272
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 446
| 14
| 0.010833
| 0.662914
|
normal
| 0
|
48.479497
| 12,416
| 4,674
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 247
| 45
| 0.120825
| 0.216148
|
normal
| 0
|
87.977156
| 49,048
| 37,177
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 88
| 28
| 0.120232
| 0.854469
|
normal
| 0
|
9.76858
| 16,132
| 85,215
| 2
| 2
| 22
| 2
| 0
| 0
| 0
| 224
| 42
| 0.152574
| 0.407971
|
probe
| 1
|
100.89532
| 34,534
| 20,910
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 223
| 38
| 0.123603
| 0.624991
|
normal
| 0
|
125.219294
| 25,335
| 42,339
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 432
| 30
| 0.054672
| 0.680946
|
normal
| 0
|
56.063319
| 46,055
| 11,690
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 256
| 86
| 0.088075
| 0.57077
|
normal
| 0
|
12.962393
| 48,821
| 66,951
| 2
| 0
| 14
| 2
| 1
| 0
| 0
| 157
| 24
| 0.082604
| 0.124929
|
probe
| 1
|
1.00413
| 6,523,926
| 51,421
| 4
| 1
| 3
| 0
| 0
| 0
| 0
| 180
| 95
| 0.718285
| 0.383343
|
dos
| 1
|
17.743708
| 28,217
| 7,270
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 226
| 2
| 0.041362
| 0.060251
|
normal
| 0
|
40.888459
| 435,371
| 14,653
| 1
| 0
| 2
| 2
| 1
| 0
| 0
| 117
| 16
| 0.813271
| 0.186454
|
dos
| 1
|
221.516924
| 5,814
| 19,191
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 324
| 31
| 0.050046
| 0.377856
|
normal
| 0
|
7.908007
| 6,143
| 30,369
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 428
| 69
| 0.104946
| 0.734339
|
normal
| 0
|
161.700836
| 40,620
| 36,376
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 43
| 92
| 0.028114
| 0.513041
|
normal
| 0
|
26.601308
| 7,622
| 56,985
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 242
| 97
| 0.069819
| 0.707046
|
normal
| 0
|
63.192028
| 11,653
| 29,914
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 425
| 55
| 0.175083
| 0.541267
|
normal
| 0
|
14.146723
| 43,178
| 51,965
| 3
| 1
| 3
| 10
| 1
| 0
| 0
| 284
| 45
| 0.164283
| 0.027377
|
r2l
| 1
|
13.844026
| 4,577,788
| 10,194
| 2
| 0
| 1
| 2
| 0
| 0
| 0
| 405
| 72
| 0.766667
| 0.497176
|
dos
| 1
|
23.587131
| 36,628
| 23,254
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 2
| 59
| 0.066327
| 0.133053
|
normal
| 0
|
33.42009
| 29,884
| 89,256
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 367
| 38
| 0.184387
| 0.848611
|
normal
| 0
|
253.132709
| 8,468
| 54,863
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 310
| 76
| 0.089187
| 0.612348
|
normal
| 0
|
55.712077
| 6,270
| 51,271
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 214
| 11
| 0.12547
| 0.632062
|
normal
| 0
|
88.427254
| 40,996
| 63,038
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 144
| 72
| 0.080469
| 0.614285
|
normal
| 0
|
61.606059
| 9,604
| 54,237
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 38
| 14
| 0.027964
| 0.447812
|
normal
| 0
|
47.551976
| 39,851
| 60,490
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 44
| 89
| 0.06136
| 0.270109
|
normal
| 0
|
8.644116
| 3,838,086
| 87,508
| 3
| 0
| 1
| 1
| 1
| 0
| 0
| 262
| 32
| 0.953808
| 0.185659
|
dos
| 1
|
115.897235
| 29,346
| 12,897
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 382
| 1
| 0.076775
| 0.483924
|
normal
| 0
|
126.670683
| 20,483
| 55,892
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 337
| 31
| 0.064878
| 0.546897
|
normal
| 0
|
5.592158
| 6,606,783
| 30,513
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 273
| 83
| 0.528193
| 0.451007
|
dos
| 1
|
155.594854
| 8,822
| 33,706
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 180
| 51
| 0.071965
| 0.647124
|
normal
| 0
|
192.782115
| 47,481
| 97,145
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 91
| 37
| 0.147432
| 0.591272
|
normal
| 0
|
253.420315
| 48,202
| 80,656
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 134
| 49
| 0.181621
| 0.330034
|
normal
| 0
|
17.579778
| 11,709
| 9,876
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 4
| 64
| 0.124227
| 0.141018
|
normal
| 0
|
6.232119
| 8,507,683
| 92,677
| 1
| 0
| 1
| 0
| 1
| 0
| 0
| 324
| 22
| 0.527754
| 0.228802
|
dos
| 1
|
196.863996
| 34,129
| 38,508
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 215
| 16
| 0.191699
| 0.269559
|
normal
| 0
|
22.132047
| 5,382
| 95,430
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 470
| 12
| 0.001464
| 0.719884
|
normal
| 0
|
31.657931
| 19,370
| 88,703
| 1
| 2
| 22
| 2
| 0
| 0
| 0
| 381
| 14
| 0.08152
| 0.915851
|
probe
| 1
|
5.18039
| 21,426
| 32,907
| 0
| 2
| 11
| 2
| 1
| 0
| 0
| 437
| 25
| 0.171981
| 0.143382
|
probe
| 1
|
20.820777
| 29,064
| 23,799
| 2
| 1
| 9
| 2
| 0
| 0
| 0
| 307
| 74
| 0.017802
| 0.358499
|
probe
| 1
|
53.528487
| 21,631
| 72,597
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 344
| 55
| 0.156658
| 0.035893
|
normal
| 0
|
59.119371
| 46,060
| 63,122
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 325
| 75
| 0.081653
| 0.172632
|
normal
| 0
|
0.242531
| 24,454
| 82,346
| 2
| 1
| 0
| 1
| 1
| 9
| 0
| 164
| 71
| 0.132536
| 0.336396
|
u2r
| 1
|
14.448582
| 4,540,216
| 52,054
| 3
| 2
| 1
| 1
| 0
| 0
| 0
| 387
| 46
| 0.810758
| 0.25287
|
dos
| 1
|
222.821895
| 38,739
| 83,138
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 312
| 41
| 0.188817
| 0.709437
|
normal
| 0
|
95.956139
| 18,262
| 28,886
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 485
| 37
| 0.015174
| 0.074525
|
normal
| 0
|
74.926626
| 37,628
| 93,793
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 237
| 71
| 0.159306
| 0.726052
|
normal
| 0
|
2.370375
| 20,844
| 59,780
| 2
| 0
| 22
| 1
| 0
| 0
| 0
| 396
| 72
| 0.127797
| 0.584004
|
probe
| 1
|
27.933262
| 34,848
| 32,732
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 407
| 47
| 0.111734
| 0.509119
|
normal
| 0
|
97.832158
| 28,228
| 9,644
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 59
| 12
| 0.08251
| 0.494208
|
normal
| 0
|
59.22059
| 25,076
| 67,253
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 120
| 69
| 0.121572
| 0.556886
|
normal
| 0
|
241.369555
| 23,087
| 34,967
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 445
| 32
| 0.093969
| 0.857668
|
normal
| 0
|
9.471362
| 1,969,467
| 85,094
| 2
| 2
| 0
| 2
| 0
| 0
| 0
| 400
| 50
| 0.716019
| 0.488067
|
dos
| 1
|
71.701971
| 20,121
| 1,428
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 178
| 19
| 0.138387
| 0.672455
|
normal
| 0
|
3.188684
| 9,694,982
| 66,847
| 2
| 0
| 3
| 0
| 1
| 0
| 0
| 292
| 30
| 0.695177
| 0.077508
|
dos
| 1
|
2.803854
| 25,890
| 90,858
| 0
| 0
| 2
| 12
| 0
| 0
| 0
| 200
| 26
| 0.04278
| 0.545176
|
r2l
| 1
|
55.310562
| 1,247
| 39,044
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 322
| 96
| 0.140029
| 0.526387
|
normal
| 0
|
31.380978
| 5,650
| 73,105
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 191
| 24
| 0.088647
| 0.982067
|
normal
| 0
|
198.072535
| 23,869
| 43,749
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 93
| 86
| 0.185028
| 0.268389
|
normal
| 0
|
2.064229
| 6,868,219
| 3,106
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 216
| 50
| 0.659595
| 0.021257
|
dos
| 1
|
89.528838
| 35,318
| 89,957
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 442
| 30
| 0.032945
| 0.91556
|
normal
| 0
|
94.371899
| 7,238
| 35,682
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 377
| 96
| 0.186242
| 0.518088
|
normal
| 0
|
13.576325
| 5,900,612
| 82,673
| 2
| 1
| 1
| 1
| 1
| 0
| 0
| 436
| 74
| 0.916703
| 0.143927
|
dos
| 1
|
37.551996
| 16,428
| 31,063
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 34
| 37
| 0.004024
| 0.112184
|
normal
| 0
|
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