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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1.414827
| 9,380
| 39,443
| 1
| 0
| 0
| 13
| 1
| 0
| 0
| 182
| 81
| 0.19382
| 0.432964
|
r2l
| 1
|
402.241379
| 392
| 27,491
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 473
| 32
| 0.090561
| 0.267101
|
normal
| 0
|
243.080908
| 5,543
| 79,213
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 423
| 63
| 0.094639
| 0.479838
|
normal
| 0
|
45.130427
| 9,282
| 62,787
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 397
| 22
| 0.145986
| 0.449335
|
normal
| 0
|
149.042082
| 44,462
| 29,535
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 235
| 75
| 0.07889
| 0.522145
|
normal
| 0
|
139.53671
| 2,676
| 58,162
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 51
| 35
| 0.008133
| 0.899359
|
normal
| 0
|
231.521245
| 39,146
| 99,993
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 488
| 62
| 0.098711
| 0.106801
|
normal
| 0
|
36.709329
| 919
| 38,450
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 462
| 11
| 0.128693
| 0.519405
|
normal
| 0
|
62.646098
| 44,550
| 18,677
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 384
| 20
| 0.102184
| 0.061257
|
normal
| 0
|
200.247763
| 20,709
| 75,200
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 422
| 74
| 0.072234
| 0.607339
|
normal
| 0
|
150.769146
| 24,413
| 43,161
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 192
| 28
| 0.188923
| 0.591926
|
normal
| 0
|
49.999568
| 6,812
| 41,205
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 438
| 60
| 0.193557
| 0.930453
|
normal
| 0
|
11.697788
| 5,492,224
| 41,774
| 2
| 1
| 4
| 0
| 1
| 0
| 0
| 411
| 47
| 0.623733
| 0.844791
|
dos
| 1
|
4.809215
| 27,183
| 52,266
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 182
| 39
| 0.187827
| 0.214297
|
normal
| 0
|
152.347264
| 21,172
| 90,504
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 310
| 96
| 0.01379
| 0.406184
|
normal
| 0
|
5.154256
| 27,665
| 69,794
| 4
| 2
| 2
| 1
| 1
| 7
| 1
| 331
| 61
| 0.190351
| 0.156046
|
u2r
| 1
|
33.704167
| 48,829
| 61,905
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 327
| 71
| 0.181818
| 0.694819
|
normal
| 0
|
67.966812
| 48,104
| 86,527
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 156
| 58
| 0.172168
| 0.586142
|
normal
| 0
|
2.913457
| 5,851
| 9,362
| 0
| 2
| 4
| 0
| 1
| 6
| 1
| 336
| 3
| 0.102117
| 0.867145
|
u2r
| 1
|
73.51576
| 29,385
| 14,255
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 476
| 24
| 0.079153
| 0.682291
|
normal
| 0
|
78.696479
| 5,714
| 95,055
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 159
| 7
| 0.045219
| 0.092131
|
normal
| 0
|
40.276031
| 37,502
| 27,138
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 445
| 69
| 0.005463
| 0.074883
|
normal
| 0
|
19.26477
| 20,840
| 51,345
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 214
| 51
| 0.127387
| 0.060611
|
normal
| 0
|
146.309433
| 20,128
| 11,775
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 56
| 74
| 0.022488
| 0.21484
|
normal
| 0
|
51.078587
| 3,307
| 23,795
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 9
| 21
| 0.174227
| 0.985828
|
normal
| 0
|
70.489767
| 49,154
| 76,071
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 421
| 17
| 0.159437
| 0.230199
|
normal
| 0
|
103.478354
| 2,756
| 6,950
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 351
| 78
| 0.132252
| 0.358801
|
normal
| 0
|
13.670125
| 17,734
| 26,937
| 0
| 2
| 3
| 2
| 1
| 9
| 1
| 250
| 56
| 0.131035
| 0.556097
|
u2r
| 1
|
1.358842
| 3,630,060
| 68,152
| 4
| 0
| 1
| 0
| 1
| 0
| 0
| 479
| 94
| 0.948779
| 0.345948
|
dos
| 1
|
4.652492
| 26,518
| 59,868
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 469
| 70
| 0.064544
| 0.149827
|
normal
| 0
|
182.362397
| 14,258
| 59,925
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 184
| 91
| 0.050398
| 0.701097
|
normal
| 0
|
454.26664
| 49,479
| 11,826
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 325
| 4
| 0.060333
| 0.82234
|
normal
| 0
|
63.957803
| 36,766
| 53,721
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 302
| 63
| 0.17644
| 0.691842
|
normal
| 0
|
349.299484
| 15,196
| 70,359
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 147
| 26
| 0.022574
| 0.613999
|
normal
| 0
|
79.258912
| 26,981
| 98,891
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 213
| 1
| 0.132476
| 0.183461
|
normal
| 0
|
12.329868
| 30,209
| 30,161
| 2
| 0
| 21
| 0
| 1
| 0
| 0
| 350
| 72
| 0.192423
| 0.677129
|
probe
| 1
|
40.257643
| 19,357
| 16,366
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 357
| 91
| 0.173316
| 0.296611
|
normal
| 0
|
107.164386
| 44,351
| 12,767
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 333
| 68
| 0.046949
| 0.732493
|
normal
| 0
|
26.113157
| 32,820
| 62,846
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 499
| 35
| 0.137826
| 0.998876
|
normal
| 0
|
11.085806
| 38,007
| 91,952
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 435
| 9
| 0.093429
| 0.362723
|
normal
| 0
|
3.890997
| 4,386,567
| 72,451
| 1
| 1
| 4
| 0
| 0
| 0
| 0
| 65
| 83
| 0.59859
| 0.787374
|
dos
| 1
|
5.762494
| 2,879,692
| 29,259
| 3
| 0
| 0
| 2
| 0
| 0
| 0
| 134
| 39
| 0.824461
| 0.509081
|
dos
| 1
|
3.673924
| 9,531,099
| 12,496
| 4
| 2
| 0
| 1
| 1
| 0
| 0
| 300
| 68
| 0.882594
| 0.362336
|
dos
| 1
|
80.313326
| 27,068
| 81,876
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 339
| 61
| 0.054259
| 0.459667
|
normal
| 0
|
34.637082
| 35,382
| 32,804
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 23
| 91
| 0.150081
| 0.970609
|
normal
| 0
|
413.889678
| 37,152
| 47,708
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 316
| 8
| 0.180683
| 0.660315
|
normal
| 0
|
34.495132
| 30,412
| 9,349
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 478
| 93
| 0.068142
| 0.416449
|
normal
| 0
|
58.156178
| 28,115
| 73,454
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 403
| 32
| 0.073113
| 0.917848
|
normal
| 0
|
2.797978
| 556,498
| 63,899
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 191
| 46
| 0.858735
| 0.42763
|
dos
| 1
|
30.195209
| 22,546
| 64,135
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 398
| 10
| 0.14863
| 0.306419
|
normal
| 0
|
4.953919
| 19,653
| 53,982
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 327
| 19
| 0.068057
| 0.803262
|
normal
| 0
|
81.986443
| 17,148
| 23,699
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 241
| 53
| 0.116521
| 0.414556
|
normal
| 0
|
139.056219
| 21,821
| 84,879
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 493
| 18
| 0.076319
| 0.564156
|
normal
| 0
|
21.779515
| 47,917
| 25,996
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 330
| 62
| 0.105558
| 0.224558
|
normal
| 0
|
5.096584
| 46,671
| 95,734
| 4
| 0
| 2
| 8
| 0
| 0
| 0
| 480
| 90
| 0.15515
| 0.306696
|
r2l
| 1
|
7.090616
| 2,634,503
| 8,698
| 4
| 2
| 2
| 0
| 0
| 0
| 0
| 398
| 30
| 0.913134
| 0.642348
|
dos
| 1
|
16.618152
| 15,011
| 26,190
| 0
| 2
| 4
| 4
| 0
| 0
| 0
| 435
| 93
| 0.003427
| 0.497289
|
r2l
| 1
|
151.396195
| 39,607
| 45,885
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 296
| 86
| 0.11918
| 0.480074
|
normal
| 0
|
6.534314
| 2,732
| 972
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 17
| 44
| 0.074036
| 0.504397
|
normal
| 0
|
45.392181
| 48,799
| 79,214
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 442
| 76
| 0.115575
| 0.095226
|
normal
| 0
|
310.748236
| 3,165
| 90,561
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 254
| 47
| 0.17757
| 0.139678
|
normal
| 0
|
1.185588
| 8,747,593
| 93,492
| 1
| 1
| 3
| 1
| 1
| 0
| 0
| 167
| 23
| 0.793006
| 0.958283
|
dos
| 1
|
74.69883
| 46,146
| 78,457
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 78
| 62
| 0.19406
| 0.848333
|
normal
| 0
|
43.888156
| 47,862
| 98,515
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 130
| 61
| 0.103806
| 0.926424
|
normal
| 0
|
90.666567
| 27,794
| 18,715
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 45
| 54
| 0.146425
| 0.797841
|
normal
| 0
|
382.386908
| 45,378
| 32,006
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 77
| 9
| 0.169175
| 0.5214
|
normal
| 0
|
2.970403
| 5,842,140
| 55,572
| 1
| 2
| 2
| 0
| 1
| 0
| 0
| 190
| 75
| 0.688661
| 0.578066
|
dos
| 1
|
149.038891
| 24,833
| 91,176
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 381
| 21
| 0.003015
| 0.305193
|
normal
| 0
|
51.803672
| 15,506
| 17,830
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 379
| 75
| 0.057397
| 0.833582
|
normal
| 0
|
68.207313
| 34,875
| 83,452
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 269
| 95
| 0.082024
| 0.143753
|
normal
| 0
|
44.11928
| 33,589
| 32,107
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 425
| 96
| 0.16216
| 0.462154
|
normal
| 0
|
1.169328
| 7,923,973
| 52,105
| 4
| 0
| 1
| 0
| 0
| 0
| 0
| 440
| 41
| 0.92438
| 0.428422
|
dos
| 1
|
2.737643
| 24,002
| 64,030
| 2
| 2
| 12
| 1
| 0
| 0
| 0
| 405
| 16
| 0.085714
| 0.455152
|
probe
| 1
|
2.500286
| 14,754
| 67,369
| 1
| 1
| 0
| 7
| 0
| 0
| 0
| 283
| 76
| 0.16353
| 0.454061
|
r2l
| 1
|
43.272805
| 6,917,872
| 80,332
| 4
| 1
| 3
| 0
| 0
| 0
| 0
| 286
| 10
| 0.82449
| 0.813669
|
dos
| 1
|
73.49768
| 2,445
| 89,402
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 159
| 70
| 0.161371
| 0.224936
|
normal
| 0
|
413.06892
| 32,972
| 22,133
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 24
| 84
| 0.134432
| 0.972718
|
normal
| 0
|
74.036649
| 34,529
| 2,407
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 239
| 35
| 0.005913
| 0.513959
|
normal
| 0
|
20.14147
| 13,270
| 3,305
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 179
| 42
| 0.070654
| 0.711416
|
normal
| 0
|
11.333913
| 4,116,701
| 31,653
| 3
| 2
| 0
| 2
| 0
| 0
| 0
| 348
| 75
| 0.886142
| 0.636812
|
dos
| 1
|
43.804578
| 17,575
| 70,698
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 330
| 2
| 0.059005
| 0.829191
|
normal
| 0
|
8.246604
| 41,597
| 62,691
| 2
| 2
| 9
| 0
| 1
| 0
| 0
| 110
| 19
| 0.084366
| 0.035529
|
probe
| 1
|
567.057253
| 27,396
| 24,449
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 349
| 26
| 0.02161
| 0.038489
|
normal
| 0
|
290.713503
| 22,223
| 78,469
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 162
| 35
| 0.005845
| 0.736917
|
normal
| 0
|
130.718745
| 7,060
| 34,124
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 19
| 58
| 0.112948
| 0.495499
|
normal
| 0
|
20.464744
| 48,823
| 96,924
| 0
| 1
| 10
| 2
| 1
| 0
| 0
| 273
| 62
| 0.1454
| 0.969752
|
probe
| 1
|
89.327305
| 32,043
| 18,637
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 437
| 2
| 0.107794
| 0.470854
|
normal
| 0
|
77.43399
| 34,439
| 77,725
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 418
| 18
| 0.069395
| 0.201383
|
normal
| 0
|
122.775096
| 35,883
| 91,047
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 398
| 30
| 0.190174
| 0.866419
|
normal
| 0
|
54.278635
| 7,106
| 17,506
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 412
| 21
| 0.044261
| 0.47394
|
normal
| 0
|
110.625342
| 19,930
| 46,116
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 11
| 13
| 0.103757
| 0.050233
|
normal
| 0
|
0.056681
| 4,385,500
| 88,437
| 3
| 0
| 3
| 2
| 0
| 0
| 0
| 118
| 27
| 0.915005
| 0.754567
|
dos
| 1
|
30.883122
| 15,693
| 56,710
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 422
| 66
| 0.189315
| 0.377694
|
normal
| 0
|
180.790738
| 13,919
| 97,713
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 488
| 29
| 0.002701
| 0.854275
|
normal
| 0
|
234.07952
| 16,725
| 17,893
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 305
| 91
| 0.175945
| 0.11124
|
normal
| 0
|
77.437511
| 39,954
| 79,761
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 310
| 86
| 0.111527
| 0.059789
|
normal
| 0
|
2.549444
| 2,825,119
| 96,647
| 2
| 0
| 3
| 1
| 1
| 0
| 0
| 391
| 58
| 0.835698
| 0.710599
|
dos
| 1
|
261.693386
| 26,554
| 33,761
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 146
| 31
| 0.155963
| 0.357092
|
normal
| 0
|
121.087745
| 31,713
| 32,822
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 417
| 48
| 0.133037
| 0.72854
|
normal
| 0
|
53.448314
| 40,206
| 80,626
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 446
| 80
| 0.150095
| 0.804157
|
normal
| 0
|
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