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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
163.834773
| 22,031
| 75,883
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 350
| 23
| 0.144036
| 0.360493
|
normal
| 0
|
7.430544
| 3,394
| 39,629
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 260
| 96
| 0.008255
| 0.100592
|
normal
| 0
|
28.623474
| 20,038
| 17,067
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 115
| 69
| 0.041306
| 0.152068
|
normal
| 0
|
170.965548
| 31,025
| 83,963
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 181
| 61
| 0.034286
| 0.099835
|
normal
| 0
|
7.540934
| 7,829
| 50,684
| 0
| 2
| 3
| 1
| 0
| 7
| 1
| 28
| 25
| 0.029319
| 0.049573
|
u2r
| 1
|
290.864765
| 44,784
| 99,264
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 459
| 22
| 0.166821
| 0.790695
|
normal
| 0
|
0.413437
| 49,509
| 68,613
| 4
| 2
| 2
| 8
| 1
| 0
| 0
| 298
| 39
| 0.110637
| 0.520576
|
r2l
| 1
|
374.101787
| 36,911
| 98,810
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 49
| 65
| 0.075901
| 0.575756
|
normal
| 0
|
52.786664
| 10,302
| 42,782
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 324
| 23
| 0.042344
| 0.728219
|
normal
| 0
|
28.812009
| 43,653
| 58,538
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 272
| 19
| 0.09322
| 0.825694
|
normal
| 0
|
142.051399
| 7,051
| 51,467
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 26
| 8
| 0.15755
| 0.632406
|
normal
| 0
|
35.563676
| 16,736
| 12,480
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 92
| 10
| 0.130293
| 0.684363
|
normal
| 0
|
164.196296
| 22,184
| 68,339
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 121
| 13
| 0.10558
| 0.475957
|
normal
| 0
|
76.34725
| 42,272
| 70,835
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 415
| 76
| 0.189557
| 0.915436
|
normal
| 0
|
157.952614
| 6,396
| 60,151
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 119
| 92
| 0.130042
| 0.399899
|
normal
| 0
|
32.279799
| 14,126
| 16,092
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 183
| 19
| 0.025352
| 0.415482
|
normal
| 0
|
70.933208
| 18,686
| 52,940
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 391
| 1
| 0.125221
| 0.566064
|
normal
| 0
|
83.016761
| 19,325
| 94,717
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 144
| 37
| 0.121323
| 0.290233
|
normal
| 0
|
286.660174
| 33,138
| 66,269
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 366
| 84
| 0.183305
| 0.090606
|
normal
| 0
|
31.006072
| 30,304
| 70,091
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 176
| 94
| 0.116857
| 0.816594
|
normal
| 0
|
275.968417
| 19,623
| 99,965
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 314
| 53
| 0.150537
| 0.010821
|
normal
| 0
|
7.729255
| 10,471
| 37,321
| 4
| 0
| 0
| 15
| 1
| 0
| 0
| 244
| 72
| 0.172498
| 0.944617
|
r2l
| 1
|
131.265013
| 41,904
| 4,662
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 369
| 50
| 0.159592
| 0.928435
|
normal
| 0
|
1.047625
| 5,280,736
| 86,054
| 1
| 1
| 1
| 0
| 0
| 0
| 0
| 475
| 39
| 0.667279
| 0.949665
|
dos
| 1
|
92.994616
| 28,529
| 33,737
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 255
| 42
| 0.022385
| 0.483344
|
normal
| 0
|
27.981974
| 45,375
| 30,545
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 166
| 49
| 0.053215
| 0.726011
|
normal
| 0
|
21.009773
| 3,723
| 261
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 112
| 26
| 0.031023
| 0.319807
|
normal
| 0
|
201.246676
| 21,478
| 86,199
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 269
| 36
| 0.094065
| 0.65161
|
normal
| 0
|
129.149123
| 9,394
| 64,467
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 342
| 8
| 0.143267
| 0.172695
|
normal
| 0
|
0.924204
| 7,338,331
| 97,078
| 2
| 1
| 1
| 2
| 0
| 0
| 0
| 54
| 27
| 0.754119
| 0.413237
|
dos
| 1
|
95.475448
| 24,223
| 47,976
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 182
| 92
| 0.111833
| 0.373806
|
normal
| 0
|
59.338598
| 43,427
| 36,367
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 37
| 52
| 0.026552
| 0.465719
|
normal
| 0
|
17.275368
| 8,114
| 85,879
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 192
| 49
| 0.098215
| 0.997554
|
normal
| 0
|
19.565132
| 42,832
| 82,305
| 3
| 0
| 12
| 0
| 1
| 0
| 0
| 407
| 23
| 0.148708
| 0.469988
|
probe
| 1
|
33.061615
| 29,359
| 14,911
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 83
| 89
| 0.105608
| 0.15218
|
normal
| 0
|
10.1196
| 46,997
| 45,308
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 52
| 41
| 0.007213
| 0.823967
|
normal
| 0
|
62.915562
| 44,330
| 66,570
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 6
| 54
| 0.181612
| 0.432064
|
normal
| 0
|
5.835823
| 2,309,185
| 64,087
| 4
| 0
| 0
| 2
| 1
| 0
| 0
| 245
| 43
| 0.900711
| 0.92347
|
dos
| 1
|
10.64885
| 12,492
| 96,466
| 1
| 1
| 0
| 1
| 0
| 8
| 1
| 376
| 50
| 0.172791
| 0.670364
|
u2r
| 1
|
51.431964
| 41,566
| 34,574
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 140
| 73
| 0.186717
| 0.681225
|
normal
| 0
|
3.894332
| 33,196
| 45,123
| 2
| 2
| 27
| 0
| 1
| 0
| 0
| 139
| 18
| 0.141538
| 0.689013
|
probe
| 1
|
5.524012
| 3,244,766
| 27,050
| 2
| 1
| 1
| 1
| 0
| 0
| 0
| 302
| 70
| 0.85211
| 0.172768
|
dos
| 1
|
13.428888
| 43,763
| 14,160
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 396
| 67
| 0.18517
| 0.648144
|
normal
| 0
|
14.970045
| 20,371
| 61,976
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 200
| 27
| 0.166395
| 0.739164
|
normal
| 0
|
20.196228
| 15,486
| 99,904
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 267
| 47
| 0.154697
| 0.185778
|
normal
| 0
|
5.110749
| 28,922
| 85,607
| 0
| 1
| 2
| 3
| 1
| 0
| 0
| 10
| 95
| 0.029998
| 0.269387
|
r2l
| 1
|
57.891153
| 39,184
| 64,577
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 285
| 27
| 0.077036
| 0.888998
|
normal
| 0
|
6.864175
| 4,935,393
| 37,558
| 3
| 0
| 1
| 1
| 0
| 0
| 0
| 335
| 89
| 0.929908
| 0.256594
|
dos
| 1
|
10.569053
| 12,231
| 82,720
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 125
| 15
| 0.130116
| 0.063088
|
normal
| 0
|
31.349512
| 7,227,785
| 11,467
| 1
| 2
| 0
| 1
| 0
| 0
| 0
| 109
| 54
| 0.700783
| 0.099238
|
dos
| 1
|
159.956441
| 7,053
| 94,362
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 98
| 73
| 0.128381
| 0.511047
|
normal
| 0
|
45.328001
| 27,600
| 77,322
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 65
| 18
| 0.099661
| 0.928937
|
normal
| 0
|
6.409628
| 6,870,977
| 92,969
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 423
| 1
| 0.972847
| 0.288183
|
dos
| 1
|
35.507267
| 235,195
| 83,405
| 4
| 1
| 0
| 0
| 0
| 0
| 0
| 6
| 12
| 0.601959
| 0.973628
|
dos
| 1
|
4.657986
| 39,058
| 53,325
| 2
| 1
| 9
| 0
| 1
| 0
| 0
| 45
| 27
| 0.051855
| 0.934508
|
probe
| 1
|
3.003062
| 9,923
| 63,765
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 180
| 46
| 0.118857
| 0.65542
|
normal
| 0
|
98.789899
| 44,466
| 81,544
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 477
| 71
| 0.193835
| 0.514407
|
normal
| 0
|
50.269337
| 31,709
| 78,586
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 347
| 18
| 0.097449
| 0.235813
|
normal
| 0
|
0.977348
| 42,897
| 14,048
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 34
| 34
| 0.080176
| 0.593575
|
normal
| 0
|
112.051869
| 5,035
| 28,728
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 430
| 17
| 0.090404
| 0.364933
|
normal
| 0
|
124.614166
| 30,614
| 7,966
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 313
| 36
| 0.004618
| 0.575117
|
normal
| 0
|
99.112147
| 9,852
| 74,001
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 112
| 58
| 0.081922
| 0.681668
|
normal
| 0
|
2.788578
| 16,370
| 89,767
| 4
| 2
| 3
| 0
| 0
| 1
| 1
| 397
| 54
| 0.108472
| 0.003346
|
u2r
| 1
|
75.41822
| 39,581
| 20,345
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 167
| 2
| 0.080375
| 0.051031
|
normal
| 0
|
48.964765
| 22,558
| 52,908
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 18
| 38
| 0.031441
| 0.360975
|
normal
| 0
|
120.604739
| 23,165
| 4,528
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 398
| 77
| 0.143975
| 0.557431
|
normal
| 0
|
87.606136
| 41,103
| 8,064
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 405
| 43
| 0.016869
| 0.360323
|
normal
| 0
|
8.533908
| 45,752
| 55,905
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 160
| 35
| 0.156737
| 0.062108
|
normal
| 0
|
8.797175
| 28,793
| 42,881
| 4
| 1
| 1
| 3
| 1
| 0
| 0
| 287
| 11
| 0.01627
| 0.840457
|
r2l
| 1
|
2.419075
| 16,337
| 60,757
| 3
| 2
| 8
| 2
| 0
| 0
| 0
| 256
| 97
| 0.049897
| 0.095561
|
probe
| 1
|
21.990925
| 28,997
| 99,587
| 4
| 1
| 6
| 2
| 1
| 0
| 0
| 292
| 27
| 0.195436
| 0.537911
|
probe
| 1
|
50.147721
| 20,953
| 69,627
| 3
| 0
| 0
| 1
| 0
| 4
| 0
| 110
| 42
| 0.064296
| 0.816987
|
u2r
| 1
|
185.160091
| 33,895
| 97,964
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 349
| 53
| 0.136663
| 0.207956
|
normal
| 0
|
19.257376
| 9,124
| 67,757
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 152
| 69
| 0.168633
| 0.581245
|
normal
| 0
|
234.618499
| 11,685
| 9,939
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 413
| 15
| 0.10596
| 0.70052
|
normal
| 0
|
58.137752
| 14,192
| 30,472
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 10
| 55
| 0.09462
| 0.390371
|
normal
| 0
|
128.644777
| 45,527
| 52,664
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 356
| 6
| 0.029568
| 0.388378
|
normal
| 0
|
168.253028
| 7,900
| 6,415
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 451
| 96
| 0.058098
| 0.03684
|
normal
| 0
|
70.342466
| 17,872
| 93,490
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 88
| 49
| 0.150896
| 0.813816
|
normal
| 0
|
50.932998
| 7,772
| 12,595
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 59
| 27
| 0.075633
| 0.127205
|
normal
| 0
|
247.042839
| 38,300
| 54,920
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 357
| 2
| 0.015158
| 0.122621
|
normal
| 0
|
26.247389
| 42,329
| 89,989
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 150
| 22
| 0.138319
| 0.135065
|
normal
| 0
|
29.701896
| 26,464
| 33,323
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 78
| 22
| 0.1264
| 0.729258
|
normal
| 0
|
44.882205
| 8,143
| 1,140
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 382
| 83
| 0.14607
| 0.151399
|
normal
| 0
|
196.230425
| 5,292
| 46,981
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 2
| 70
| 0.07354
| 0.410019
|
normal
| 0
|
5.195734
| 4,377,704
| 14,253
| 3
| 1
| 1
| 1
| 0
| 0
| 0
| 342
| 21
| 0.953047
| 0.84163
|
dos
| 1
|
24.854818
| 40,563
| 57,114
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 24
| 31
| 0.102977
| 0.381361
|
normal
| 0
|
199.414605
| 35,929
| 63,986
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 146
| 7
| 0.068828
| 0.549089
|
normal
| 0
|
2.35392
| 6,954,141
| 5,745
| 2
| 0
| 1
| 2
| 0
| 0
| 0
| 274
| 28
| 0.880407
| 0.599204
|
dos
| 1
|
352.816454
| 27,468
| 48,428
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 181
| 68
| 0.013224
| 0.685904
|
normal
| 0
|
90.983137
| 45,721
| 73,128
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 63
| 65
| 0.185424
| 0.246949
|
normal
| 0
|
0.71117
| 19,727
| 88,051
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 356
| 9
| 0.166285
| 0.238251
|
normal
| 0
|
3.472593
| 45,457
| 58,457
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 116
| 7
| 0.000355
| 0.25969
|
normal
| 0
|
0.746152
| 3,916,856
| 62,389
| 2
| 2
| 1
| 1
| 0
| 0
| 0
| 478
| 55
| 0.534068
| 0.710923
|
dos
| 1
|
12.57633
| 3,967,201
| 19,999
| 3
| 2
| 1
| 2
| 1
| 0
| 0
| 485
| 70
| 0.691236
| 0.831457
|
dos
| 1
|
145.937754
| 34,592
| 66,776
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 311
| 68
| 0.031372
| 0.355521
|
normal
| 0
|
25.201366
| 9,225
| 61,236
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 386
| 45
| 0.008952
| 0.34173
|
normal
| 0
|
347.834693
| 33,422
| 90,182
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 467
| 30
| 0.130578
| 0.139071
|
normal
| 0
|
101.090931
| 24,679
| 73,467
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 420
| 46
| 0.000815
| 0.80066
|
normal
| 0
|
117.933713
| 34,152
| 45,085
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 486
| 32
| 0.050639
| 0.657353
|
normal
| 0
|
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