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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.69194
| 33,430
| 58,371
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 312
| 49
| 0.147748
| 0.873352
|
normal
| 0
|
6.267757
| 6,560
| 50,413
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 302
| 74
| 0.053374
| 0.97367
|
normal
| 0
|
8.270599
| 38,806
| 27,175
| 4
| 0
| 29
| 0
| 0
| 0
| 0
| 415
| 66
| 0.071351
| 0.202535
|
probe
| 1
|
338.482187
| 20,484
| 60,300
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 321
| 53
| 0.063615
| 0.789093
|
normal
| 0
|
2.052794
| 8,311
| 56,709
| 1
| 1
| 6
| 2
| 1
| 0
| 0
| 229
| 89
| 0.068546
| 0.963733
|
probe
| 1
|
5.288954
| 20,444
| 44,360
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 469
| 78
| 0.105638
| 0.43268
|
normal
| 0
|
2.982231
| 4,474,511
| 67,353
| 2
| 2
| 4
| 2
| 0
| 0
| 0
| 173
| 2
| 0.908374
| 0.77075
|
dos
| 1
|
8.33337
| 8,879,743
| 5,734
| 4
| 1
| 1
| 1
| 0
| 0
| 0
| 43
| 93
| 0.773396
| 0.620784
|
dos
| 1
|
41.227393
| 36,025
| 87,534
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 455
| 79
| 0.062235
| 0.225786
|
normal
| 0
|
4.458258
| 12,032
| 28,457
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 400
| 54
| 0.148773
| 0.606683
|
normal
| 0
|
235.274956
| 6,648
| 47,999
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 82
| 94
| 0.12898
| 0.65334
|
normal
| 0
|
1.880566
| 6,113,170
| 81,869
| 2
| 2
| 1
| 1
| 0
| 0
| 0
| 341
| 98
| 0.817684
| 0.967944
|
dos
| 1
|
111.148719
| 40,045
| 80,957
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 238
| 12
| 0.116795
| 0.12769
|
normal
| 0
|
6.953534
| 1,414
| 23,294
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 328
| 93
| 0.083849
| 0.84443
|
normal
| 0
|
5.563478
| 30,717
| 14,076
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 309
| 6
| 0.011352
| 0.393206
|
normal
| 0
|
88.301983
| 18,910
| 5,571
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 442
| 90
| 0.087047
| 0.848361
|
normal
| 0
|
218.299046
| 28,629
| 89,364
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 293
| 66
| 0.002246
| 0.158977
|
normal
| 0
|
75.1798
| 17,423
| 74,910
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 21
| 68
| 0.000012
| 0.392461
|
normal
| 0
|
210.225314
| 8,529
| 89,326
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 458
| 18
| 0.049608
| 0.770013
|
normal
| 0
|
11.660244
| 8,476
| 59,434
| 1
| 1
| 6
| 2
| 0
| 0
| 0
| 248
| 20
| 0.157221
| 0.3096
|
probe
| 1
|
7.888498
| 7,987
| 1,940
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 455
| 63
| 0.047407
| 0.33215
|
normal
| 0
|
22.559339
| 34,653
| 33,180
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 36
| 76
| 0.144202
| 0.946264
|
normal
| 0
|
0.874378
| 42,508
| 7,606
| 4
| 2
| 2
| 16
| 0
| 0
| 0
| 56
| 9
| 0.110334
| 0.124506
|
r2l
| 1
|
14.834163
| 8,077,409
| 19,607
| 2
| 2
| 3
| 1
| 0
| 0
| 0
| 35
| 41
| 0.880563
| 0.527047
|
dos
| 1
|
1.052904
| 7,590
| 81,708
| 0
| 1
| 3
| 5
| 0
| 0
| 0
| 427
| 29
| 0.025832
| 0.562801
|
r2l
| 1
|
54.237452
| 37,445
| 50,255
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 326
| 83
| 0.047527
| 0.523758
|
normal
| 0
|
58.914695
| 47,804
| 11,400
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 221
| 56
| 0.135847
| 0.456123
|
normal
| 0
|
241.410063
| 461
| 46,804
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 228
| 33
| 0.157902
| 0.730012
|
normal
| 0
|
6.68459
| 1,188,452
| 5,569
| 3
| 2
| 3
| 1
| 0
| 0
| 0
| 114
| 6
| 0.951038
| 0.966765
|
dos
| 1
|
32.813017
| 38,733
| 75,137
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 129
| 41
| 0.004394
| 0.121088
|
normal
| 0
|
77.124888
| 25,005
| 54,948
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 47
| 52
| 0.19134
| 0.301001
|
normal
| 0
|
119.82788
| 22,896
| 55,678
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 399
| 12
| 0.150948
| 0.396558
|
normal
| 0
|
99.597616
| 3,241
| 90,276
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 461
| 32
| 0.197653
| 0.45824
|
normal
| 0
|
284.117147
| 20,223
| 86,724
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 265
| 63
| 0.092204
| 0.860087
|
normal
| 0
|
158.772009
| 46,110
| 80,173
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 484
| 43
| 0.001708
| 0.709541
|
normal
| 0
|
81.435898
| 16,776
| 13,061
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 332
| 17
| 0.048439
| 0.94108
|
normal
| 0
|
24.166743
| 38,898
| 49,147
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 9
| 18
| 0.016067
| 0.361909
|
normal
| 0
|
6.383616
| 38,273
| 17,455
| 3
| 0
| 3
| 5
| 0
| 0
| 0
| 391
| 40
| 0.182739
| 0.428889
|
r2l
| 1
|
20.314193
| 1,818,520
| 25,726
| 4
| 0
| 2
| 1
| 1
| 0
| 0
| 77
| 25
| 0.829753
| 0.348167
|
dos
| 1
|
5.358836
| 1,709
| 57,711
| 1
| 2
| 24
| 2
| 1
| 0
| 0
| 81
| 69
| 0.106209
| 0.098163
|
probe
| 1
|
7.64986
| 9,201,746
| 6,791
| 4
| 2
| 1
| 1
| 0
| 0
| 0
| 170
| 99
| 0.81384
| 0.481489
|
dos
| 1
|
93.001641
| 34,228
| 68,090
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 197
| 93
| 0.046664
| 0.594722
|
normal
| 0
|
74.848943
| 723
| 98,916
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 262
| 88
| 0.151043
| 0.479839
|
normal
| 0
|
1.78503
| 34,433
| 8,268
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 168
| 71
| 0.052043
| 0.826398
|
normal
| 0
|
7.483031
| 34,788
| 10,946
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 155
| 58
| 0.125989
| 0.30248
|
normal
| 0
|
16.97272
| 22,971
| 66,587
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 294
| 43
| 0.083375
| 0.902006
|
normal
| 0
|
5.631634
| 49,016
| 2,983
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 328
| 38
| 0.121743
| 0.186534
|
normal
| 0
|
51.226539
| 21,197
| 22,927
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 385
| 91
| 0.097576
| 0.657757
|
normal
| 0
|
41.079712
| 22,403
| 10,296
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 99
| 6
| 0.040569
| 0.457526
|
normal
| 0
|
101.432856
| 24,413
| 99,530
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 129
| 54
| 0.052126
| 0.508966
|
normal
| 0
|
76.714924
| 8,866
| 3,154
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 14
| 34
| 0.180509
| 0.371231
|
normal
| 0
|
14.954908
| 7,848,183
| 64,105
| 4
| 2
| 0
| 1
| 1
| 0
| 0
| 121
| 30
| 0.891819
| 0.170554
|
dos
| 1
|
63.861582
| 496
| 34,042
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 405
| 29
| 0.025036
| 0.186582
|
normal
| 0
|
32.536615
| 31,240
| 84,309
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 179
| 25
| 0.03883
| 0.11212
|
normal
| 0
|
305.389786
| 43,768
| 96,678
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 114
| 29
| 0.006303
| 0.219855
|
normal
| 0
|
9.037247
| 4,597
| 98,123
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 311
| 79
| 0.091969
| 0.018647
|
normal
| 0
|
279.509612
| 34,379
| 78,262
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 110
| 55
| 0.096625
| 0.056722
|
normal
| 0
|
37.285956
| 10,385
| 6,557
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 60
| 34
| 0.05551
| 0.374638
|
normal
| 0
|
71.879621
| 45,309
| 82,791
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 274
| 49
| 0.09151
| 0.003445
|
normal
| 0
|
11.52339
| 2,792
| 83,881
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 347
| 27
| 0.123433
| 0.897512
|
normal
| 0
|
0.170067
| 47,490
| 26,756
| 0
| 1
| 2
| 19
| 0
| 0
| 0
| 332
| 86
| 0.018565
| 0.864088
|
r2l
| 1
|
1.644156
| 2,132
| 12,132
| 2
| 2
| 9
| 2
| 1
| 0
| 0
| 99
| 2
| 0.089797
| 0.725046
|
probe
| 1
|
135.362342
| 39,856
| 43,436
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 422
| 26
| 0.049169
| 0.87898
|
normal
| 0
|
31.384096
| 42,414
| 96,959
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 384
| 11
| 0.1255
| 0.925965
|
normal
| 0
|
1.053806
| 187,633
| 26,143
| 3
| 2
| 2
| 0
| 0
| 0
| 0
| 420
| 56
| 0.833893
| 0.347813
|
dos
| 1
|
32.663129
| 27,428
| 95,841
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 256
| 46
| 0.162358
| 0.401125
|
normal
| 0
|
49.202523
| 7,739
| 26,891
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 392
| 67
| 0.096069
| 0.929041
|
normal
| 0
|
236.921987
| 48,861
| 51,306
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 359
| 32
| 0.012669
| 0.553379
|
normal
| 0
|
1.516463
| 44,795
| 4,161
| 1
| 2
| 22
| 0
| 1
| 0
| 0
| 495
| 43
| 0.130344
| 0.635846
|
probe
| 1
|
72.570662
| 4,352
| 99,379
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 199
| 20
| 0.199174
| 0.859485
|
normal
| 0
|
27.194735
| 44,799
| 96,487
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 259
| 42
| 0.126926
| 0.991405
|
normal
| 0
|
2.555416
| 1,892,946
| 7,330
| 3
| 2
| 0
| 0
| 1
| 0
| 0
| 8
| 20
| 0.811389
| 0.596882
|
dos
| 1
|
308.101467
| 10,768
| 38,128
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 286
| 72
| 0.025405
| 0.857899
|
normal
| 0
|
22.654508
| 5,177
| 83,955
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 296
| 51
| 0.070085
| 0.903394
|
normal
| 0
|
26.851427
| 27,575
| 33,157
| 0
| 0
| 3
| 15
| 0
| 0
| 0
| 40
| 23
| 0.151465
| 0.978322
|
r2l
| 1
|
46.040221
| 1,375
| 21,525
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 43
| 22
| 0.036792
| 0.226865
|
normal
| 0
|
424.469181
| 29,038
| 29,400
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 348
| 94
| 0.010216
| 0.492417
|
normal
| 0
|
45.911234
| 32,662
| 92,846
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 363
| 89
| 0.106611
| 0.40151
|
normal
| 0
|
43.311891
| 32,926
| 43,916
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 452
| 21
| 0.075982
| 0.006141
|
normal
| 0
|
101.463048
| 20,407
| 53,014
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 3
| 37
| 0.051309
| 0.137448
|
normal
| 0
|
325.753367
| 17,100
| 11,756
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 83
| 3
| 0.061719
| 0.076349
|
normal
| 0
|
373.847338
| 14,192
| 87,723
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 147
| 88
| 0.182704
| 0.700336
|
normal
| 0
|
4.840574
| 446,125
| 69,613
| 3
| 0
| 1
| 0
| 0
| 0
| 0
| 277
| 22
| 0.725673
| 0.967537
|
dos
| 1
|
140.489169
| 3,771
| 10,760
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 453
| 42
| 0.184648
| 0.248635
|
normal
| 0
|
82.874282
| 18,195
| 24,937
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 364
| 20
| 0.019276
| 0.867486
|
normal
| 0
|
140.966837
| 1,442
| 73,786
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 223
| 58
| 0.063637
| 0.926647
|
normal
| 0
|
16.476525
| 3,958,360
| 20,964
| 2
| 1
| 0
| 1
| 1
| 0
| 0
| 281
| 66
| 0.74257
| 0.393625
|
dos
| 1
|
66.571745
| 37,800
| 48,756
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 241
| 4
| 0.132516
| 0.162458
|
normal
| 0
|
96.722163
| 33,891
| 58,468
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 221
| 17
| 0.085063
| 0.947507
|
normal
| 0
|
77.071247
| 39,833
| 6,941
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 273
| 28
| 0.01993
| 0.973789
|
normal
| 0
|
82.661141
| 17,217
| 90,451
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 127
| 84
| 0.132597
| 0.948888
|
normal
| 0
|
220.771055
| 41,457
| 19,120
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 405
| 47
| 0.188613
| 0.088284
|
normal
| 0
|
6.106502
| 5,979,917
| 33,807
| 2
| 0
| 3
| 0
| 1
| 0
| 0
| 450
| 57
| 0.959998
| 0.017857
|
dos
| 1
|
23.342627
| 9,260
| 8,312
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 44
| 63
| 0.056754
| 0.39576
|
normal
| 0
|
60.932107
| 561
| 81,109
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 396
| 6
| 0.168918
| 0.824103
|
normal
| 0
|
23.330146
| 24,813
| 3,813
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 182
| 90
| 0.144646
| 0.534441
|
normal
| 0
|
3.616648
| 8,117,032
| 22,857
| 1
| 2
| 3
| 2
| 0
| 0
| 0
| 381
| 73
| 0.704989
| 0.412073
|
dos
| 1
|
233.829627
| 43,257
| 88,147
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 259
| 60
| 0.184664
| 0.654235
|
normal
| 0
|
96.085284
| 25,538
| 15,540
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 365
| 95
| 0.003458
| 0.772669
|
normal
| 0
|
193.40112
| 29,552
| 70,017
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 315
| 31
| 0.193033
| 0.375618
|
normal
| 0
|
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