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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.311573
| 46,325
| 8,038
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 119
| 48
| 0.080196
| 0.67209
|
normal
| 0
|
6.753828
| 19,577
| 62,049
| 2
| 0
| 25
| 2
| 1
| 0
| 0
| 204
| 88
| 0.012624
| 0.985212
|
probe
| 1
|
25.493356
| 3,425,920
| 6,732
| 2
| 0
| 2
| 0
| 0
| 0
| 0
| 377
| 82
| 0.621566
| 0.616128
|
dos
| 1
|
6.549488
| 7,206,332
| 61,876
| 1
| 0
| 2
| 2
| 1
| 0
| 0
| 273
| 53
| 0.664479
| 0.562457
|
dos
| 1
|
72.506718
| 20,579
| 69,086
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 303
| 44
| 0.036717
| 0.96158
|
normal
| 0
|
103.651571
| 19,223
| 89,456
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 457
| 51
| 0.165569
| 0.959929
|
normal
| 0
|
336.136915
| 33,794
| 19,834
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 466
| 97
| 0.112019
| 0.069989
|
normal
| 0
|
179.014771
| 3,436
| 59,502
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 121
| 5
| 0.17999
| 0.703867
|
normal
| 0
|
126.283814
| 35,989
| 56,525
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 442
| 31
| 0.067379
| 0.588175
|
normal
| 0
|
2.873741
| 40,410
| 55,462
| 4
| 2
| 0
| 2
| 0
| 1
| 0
| 349
| 83
| 0.047974
| 0.928331
|
u2r
| 1
|
6.256543
| 5,776,425
| 43,442
| 1
| 2
| 4
| 0
| 1
| 0
| 0
| 455
| 22
| 0.526135
| 0.775932
|
dos
| 1
|
8.294303
| 5,472,393
| 45,033
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 153
| 90
| 0.509149
| 0.611983
|
dos
| 1
|
89.591014
| 2,455
| 50,111
| 2
| 2
| 10
| 1
| 1
| 0
| 0
| 397
| 7
| 0.163828
| 0.54128
|
probe
| 1
|
188.635902
| 23,858
| 64,088
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 113
| 30
| 0.147804
| 0.794636
|
normal
| 0
|
48.454822
| 15,784
| 21,514
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 357
| 40
| 0.034396
| 0.330677
|
normal
| 0
|
61.912564
| 38,640
| 58,750
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 12
| 89
| 0.008285
| 0.653639
|
normal
| 0
|
31.722682
| 36,267
| 53,756
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 45
| 37
| 0.070947
| 0.878859
|
normal
| 0
|
16.763953
| 3,909,794
| 41,523
| 1
| 0
| 0
| 1
| 0
| 0
| 0
| 291
| 18
| 0.639375
| 0.338489
|
dos
| 1
|
6.386862
| 30,398
| 41,206
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 342
| 62
| 0.065876
| 0.444406
|
normal
| 0
|
95.141007
| 44,206
| 51,780
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 79
| 2
| 0.140028
| 0.148693
|
normal
| 0
|
59.433297
| 6,837
| 46,598
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 263
| 34
| 0.083449
| 0.745145
|
normal
| 0
|
93.13049
| 8,029
| 16,257
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 486
| 24
| 0.010676
| 0.327879
|
normal
| 0
|
79.161352
| 48,877
| 62,310
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 119
| 93
| 0.049962
| 0.403291
|
normal
| 0
|
0.477642
| 2,103,728
| 24,980
| 4
| 1
| 4
| 1
| 0
| 0
| 0
| 198
| 44
| 0.56331
| 0.792164
|
dos
| 1
|
139.035022
| 17,095
| 47,684
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 173
| 10
| 0.19379
| 0.273511
|
normal
| 0
|
147.601713
| 33,888
| 51,546
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 229
| 60
| 0.014644
| 0.904763
|
normal
| 0
|
69.162635
| 45,940
| 54,110
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 446
| 31
| 0.082229
| 0.815331
|
normal
| 0
|
43.677213
| 340
| 22,901
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 378
| 7
| 0.062102
| 0.012453
|
normal
| 0
|
270.960026
| 2,152
| 83,147
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 305
| 49
| 0.024741
| 0.562644
|
normal
| 0
|
9.593283
| 5,434
| 74,360
| 0
| 1
| 3
| 1
| 0
| 2
| 1
| 198
| 98
| 0.015979
| 0.838791
|
u2r
| 1
|
16.560759
| 34,470
| 6,435
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 243
| 93
| 0.159986
| 0.286457
|
normal
| 0
|
54.403619
| 10,696
| 88,340
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 242
| 93
| 0.195073
| 0.383554
|
normal
| 0
|
95.180821
| 20,973
| 45,309
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 127
| 87
| 0.082997
| 0.61066
|
normal
| 0
|
0.823418
| 31,998
| 38,910
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 83
| 42
| 0.061212
| 0.4279
|
normal
| 0
|
127.055009
| 49,620
| 74,386
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 481
| 51
| 0.133534
| 0.498303
|
normal
| 0
|
81.809051
| 18,560
| 59,394
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 389
| 11
| 0.08206
| 0.717691
|
normal
| 0
|
66.301138
| 14,228
| 95,419
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 47
| 56
| 0.130909
| 0.766727
|
normal
| 0
|
23.442586
| 26,122
| 89,424
| 3
| 0
| 8
| 1
| 0
| 0
| 0
| 353
| 58
| 0.16105
| 0.460965
|
probe
| 1
|
73.290106
| 39,977
| 27,997
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 405
| 22
| 0.076273
| 0.48192
|
normal
| 0
|
17.648152
| 32,043
| 50,275
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 79
| 2
| 0.000148
| 0.888335
|
normal
| 0
|
11.508738
| 3,616
| 12,744
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 155
| 4
| 0.115228
| 0.841323
|
normal
| 0
|
34.197985
| 37,297
| 31,137
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 222
| 33
| 0.152427
| 0.409984
|
normal
| 0
|
5.286571
| 10,569
| 9,075
| 3
| 2
| 27
| 1
| 1
| 0
| 0
| 5
| 78
| 0.108917
| 0.968248
|
probe
| 1
|
28.498431
| 18,335
| 41,656
| 3
| 2
| 8
| 1
| 1
| 0
| 0
| 151
| 77
| 0.086477
| 0.082064
|
probe
| 1
|
65.416307
| 16,348
| 78,152
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 174
| 75
| 0.185366
| 0.009123
|
normal
| 0
|
42.270614
| 32,174
| 13,617
| 4
| 0
| 15
| 0
| 0
| 0
| 0
| 297
| 59
| 0.187998
| 0.591301
|
probe
| 1
|
0.585183
| 4,863,209
| 74,442
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 469
| 1
| 0.750297
| 0.869145
|
dos
| 1
|
12.652448
| 36,299
| 55,442
| 0
| 2
| 4
| 6
| 1
| 0
| 0
| 193
| 85
| 0.119892
| 0.460697
|
r2l
| 1
|
10.253778
| 16,046
| 95,280
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 201
| 97
| 0.037201
| 0.98201
|
normal
| 0
|
227.091559
| 49,031
| 63,354
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 311
| 83
| 0.05
| 0.397149
|
normal
| 0
|
91.606891
| 27,930
| 96,917
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 482
| 46
| 0.185876
| 0.633968
|
normal
| 0
|
1.388603
| 2,339,241
| 56,176
| 1
| 2
| 4
| 0
| 0
| 0
| 0
| 480
| 43
| 0.516904
| 0.32088
|
dos
| 1
|
62.361594
| 6,352
| 62,190
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 304
| 2
| 0.185535
| 0.807702
|
normal
| 0
|
141.255859
| 22,966
| 75,471
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 326
| 47
| 0.144957
| 0.645586
|
normal
| 0
|
87.826608
| 3,371
| 15,878
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 343
| 57
| 0.161267
| 0.30522
|
normal
| 0
|
5.53025
| 27,928
| 76,406
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 423
| 54
| 0.157184
| 0.996442
|
normal
| 0
|
220.815744
| 10,904
| 58,804
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 464
| 21
| 0.191898
| 0.48844
|
normal
| 0
|
16.832315
| 30,555
| 88,606
| 2
| 2
| 5
| 2
| 0
| 0
| 0
| 145
| 16
| 0.136118
| 0.962095
|
probe
| 1
|
14.837331
| 42,905
| 49,027
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 14
| 61
| 0.080954
| 0.416924
|
normal
| 0
|
19.033448
| 3,608
| 94,556
| 0
| 2
| 11
| 1
| 1
| 0
| 0
| 15
| 35
| 0.011678
| 0.754214
|
probe
| 1
|
127.453946
| 39,844
| 65,501
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 495
| 58
| 0.122338
| 0.82362
|
normal
| 0
|
121.728896
| 20,376
| 70,936
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 42
| 71
| 0.171581
| 0.48022
|
normal
| 0
|
120.451337
| 35,979
| 25,376
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 452
| 41
| 0.039196
| 0.972745
|
normal
| 0
|
247.399962
| 20,801
| 98,910
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 486
| 40
| 0.116521
| 0.776779
|
normal
| 0
|
42.915812
| 47,500
| 94,551
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 170
| 53
| 0.016541
| 0.527624
|
normal
| 0
|
82.3559
| 48,905
| 42,877
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 117
| 4
| 0.121508
| 0.772479
|
normal
| 0
|
96.625749
| 25,728
| 68,645
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 218
| 36
| 0.198348
| 0.808427
|
normal
| 0
|
2.381132
| 1,079,761
| 82,285
| 1
| 0
| 2
| 2
| 0
| 0
| 0
| 198
| 15
| 0.992485
| 0.550947
|
dos
| 1
|
37.446968
| 29,997
| 45,436
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 474
| 92
| 0.040147
| 0.343791
|
normal
| 0
|
313.112139
| 27,718
| 97,405
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 480
| 95
| 0.148903
| 0.299871
|
normal
| 0
|
16.103102
| 38,795
| 63,235
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 275
| 84
| 0.110387
| 0.543879
|
normal
| 0
|
144.392964
| 48,192
| 4,041
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 178
| 91
| 0.098671
| 0.092369
|
normal
| 0
|
100.208258
| 2,195
| 9,176
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 108
| 84
| 0.147936
| 0.283488
|
normal
| 0
|
169.770119
| 44,900
| 50,276
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 422
| 75
| 0.11859
| 0.898554
|
normal
| 0
|
2.910505
| 9,118
| 40,764
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 493
| 90
| 0.185698
| 0.890782
|
normal
| 0
|
8.135219
| 37,563
| 80,064
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 279
| 65
| 0.077032
| 0.457684
|
normal
| 0
|
7.224363
| 33,637
| 30,029
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 138
| 28
| 0.060106
| 0.643498
|
normal
| 0
|
12.484099
| 3,839,710
| 69,180
| 2
| 0
| 2
| 1
| 1
| 0
| 0
| 46
| 20
| 0.918712
| 0.099863
|
dos
| 1
|
92.365797
| 28,646
| 69,760
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 189
| 56
| 0.166208
| 0.377297
|
normal
| 0
|
236.557696
| 41,516
| 97,285
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 249
| 65
| 0.035129
| 0.726261
|
normal
| 0
|
20.052667
| 3,179,636
| 28,646
| 3
| 0
| 2
| 0
| 1
| 0
| 0
| 360
| 62
| 0.966636
| 0.949982
|
dos
| 1
|
7.04751
| 48,303
| 67,562
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 270
| 95
| 0.110295
| 0.748836
|
normal
| 0
|
23.512682
| 48,773
| 32,201
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 458
| 60
| 0.120362
| 0.041374
|
normal
| 0
|
0.810586
| 5,467
| 65,556
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 221
| 3
| 0.09424
| 0.441929
|
normal
| 0
|
149.930417
| 30,625
| 15,554
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 393
| 17
| 0.047014
| 0.571396
|
normal
| 0
|
169.064491
| 21,114
| 47,954
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 254
| 56
| 0.174919
| 0.383668
|
normal
| 0
|
618.52514
| 24,182
| 57,371
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 22
| 45
| 0.189798
| 0.147889
|
normal
| 0
|
1.511348
| 27,159
| 76,225
| 4
| 0
| 0
| 3
| 1
| 0
| 0
| 452
| 56
| 0.126954
| 0.382955
|
r2l
| 1
|
5.620132
| 3,908,834
| 70,554
| 1
| 1
| 1
| 2
| 1
| 0
| 0
| 345
| 37
| 0.523944
| 0.516905
|
dos
| 1
|
26.752641
| 5,602
| 88,991
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 111
| 75
| 0.168619
| 0.022703
|
normal
| 0
|
88.617109
| 46,275
| 45,707
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 273
| 77
| 0.055926
| 0.269579
|
normal
| 0
|
326.866938
| 26,974
| 62,272
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 178
| 35
| 0.027317
| 0.934488
|
normal
| 0
|
10.934461
| 14,676
| 34,221
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 34
| 62
| 0.095469
| 0.757533
|
normal
| 0
|
12.962249
| 28,605
| 10,663
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 367
| 43
| 0.146798
| 0.698163
|
normal
| 0
|
120.985335
| 37,268
| 21,640
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 168
| 69
| 0.057393
| 0.733811
|
normal
| 0
|
110.023477
| 47,760
| 10,321
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 453
| 60
| 0.01201
| 0.627869
|
normal
| 0
|
28.835744
| 13,999
| 22,845
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 337
| 55
| 0.187094
| 0.320609
|
normal
| 0
|
3.002676
| 18,126
| 92,524
| 4
| 0
| 1
| 7
| 1
| 0
| 0
| 398
| 18
| 0.019531
| 0.302755
|
r2l
| 1
|
13.785932
| 17,501
| 61,839
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 265
| 51
| 0.036821
| 0.754616
|
normal
| 0
|
16.238735
| 46,146
| 22,370
| 0
| 1
| 0
| 10
| 1
| 0
| 0
| 487
| 82
| 0.161623
| 0.476429
|
r2l
| 1
|
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