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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45.609733
| 8,733,966
| 16,417
| 3
| 2
| 4
| 0
| 1
| 0
| 0
| 335
| 77
| 0.909065
| 0.07712
|
dos
| 1
|
61.779893
| 26,913
| 96,314
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 124
| 11
| 0.085067
| 0.203405
|
normal
| 0
|
2.591855
| 9,119,130
| 54,338
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 463
| 90
| 0.888803
| 0.618533
|
dos
| 1
|
4.810365
| 9,305
| 89,896
| 0
| 1
| 13
| 1
| 1
| 0
| 0
| 144
| 53
| 0.046141
| 0.912871
|
probe
| 1
|
135.254973
| 6,233
| 39,314
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 230
| 59
| 0.0716
| 0.217184
|
normal
| 0
|
17.323953
| 18,288
| 97,436
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 152
| 38
| 0.046813
| 0.016506
|
normal
| 0
|
95.641982
| 3,425
| 26,655
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 293
| 97
| 0.097751
| 0.2473
|
normal
| 0
|
204.502901
| 36,566
| 98,313
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 78
| 93
| 0.104163
| 0.342077
|
normal
| 0
|
18.995415
| 6,073
| 1,727
| 3
| 2
| 18
| 1
| 1
| 0
| 0
| 497
| 22
| 0.022742
| 0.080394
|
probe
| 1
|
0.700722
| 6,310
| 47,635
| 3
| 1
| 26
| 2
| 1
| 0
| 0
| 479
| 27
| 0.19878
| 0.09608
|
probe
| 1
|
171.698611
| 17,361
| 3,098
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 287
| 97
| 0.191152
| 0.510965
|
normal
| 0
|
14.621309
| 36,225
| 4,044
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 106
| 42
| 0.07623
| 0.621173
|
normal
| 0
|
1.770723
| 16,615
| 50,328
| 4
| 1
| 14
| 2
| 0
| 0
| 0
| 428
| 16
| 0.145301
| 0.80758
|
probe
| 1
|
0.124938
| 38,035
| 47,995
| 2
| 0
| 2
| 15
| 0
| 0
| 0
| 277
| 54
| 0.156457
| 0.150778
|
r2l
| 1
|
85.889629
| 16,014
| 95,516
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 406
| 80
| 0.174549
| 0.868642
|
normal
| 0
|
20.59451
| 27,328
| 83,193
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 173
| 8
| 0.070331
| 0.95187
|
normal
| 0
|
13.57539
| 39,952
| 84,396
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 85
| 40
| 0.186835
| 0.62996
|
normal
| 0
|
2.654605
| 1,092
| 63,020
| 0
| 2
| 2
| 9
| 1
| 0
| 0
| 123
| 4
| 0.042473
| 0.069647
|
r2l
| 1
|
10.927179
| 38,640
| 13,597
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 289
| 37
| 0.194769
| 0.292133
|
normal
| 0
|
72.030067
| 23,882
| 77,305
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 225
| 10
| 0.068774
| 0.918957
|
normal
| 0
|
7.22532
| 26,435
| 2,341
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 100
| 32
| 0.019995
| 0.017781
|
normal
| 0
|
25.283582
| 2,696
| 70,075
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 479
| 7
| 0.020467
| 0.630267
|
normal
| 0
|
57.965859
| 27,775
| 45,343
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 445
| 42
| 0.146599
| 0.423826
|
normal
| 0
|
22.303707
| 48,897
| 92,465
| 2
| 2
| 4
| 2
| 0
| 5
| 1
| 208
| 53
| 0.057366
| 0.486386
|
u2r
| 1
|
83.332573
| 3,049
| 68,678
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 368
| 17
| 0.018027
| 0.8244
|
normal
| 0
|
122.286672
| 21,825
| 51,362
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 94
| 16
| 0.02296
| 0.206051
|
normal
| 0
|
4.838032
| 30,171
| 95,712
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 144
| 35
| 0.183245
| 0.031557
|
normal
| 0
|
8.405678
| 25,577
| 76,363
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 139
| 11
| 0.035241
| 0.897019
|
normal
| 0
|
6.278981
| 5,690
| 72,810
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 375
| 10
| 0.102094
| 0.375479
|
normal
| 0
|
55.017356
| 40,105
| 70,262
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 313
| 28
| 0.190399
| 0.79698
|
normal
| 0
|
4.274879
| 12,729
| 80,564
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 420
| 17
| 0.124424
| 0.453567
|
normal
| 0
|
137.074101
| 165
| 71,153
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 245
| 40
| 0.197788
| 0.793675
|
normal
| 0
|
25.231516
| 12,994
| 74,752
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 239
| 16
| 0.06988
| 0.680021
|
normal
| 0
|
280.037099
| 3,864
| 50,773
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 37
| 85
| 0.167032
| 0.595706
|
normal
| 0
|
7.448106
| 44,201
| 37,339
| 3
| 1
| 4
| 13
| 0
| 0
| 0
| 218
| 53
| 0.053518
| 0.356145
|
r2l
| 1
|
18.002229
| 19,277
| 81,348
| 1
| 2
| 0
| 15
| 1
| 0
| 0
| 421
| 82
| 0.081372
| 0.291413
|
r2l
| 1
|
151.657934
| 44,392
| 19,395
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 268
| 47
| 0.05653
| 0.094996
|
normal
| 0
|
124.880974
| 43,639
| 22,592
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 302
| 4
| 0.043094
| 0.646166
|
normal
| 0
|
6.34215
| 34,287
| 58,254
| 1
| 0
| 14
| 2
| 1
| 0
| 0
| 44
| 39
| 0.075846
| 0.795402
|
probe
| 1
|
273.562758
| 5,577
| 56,804
| 0
| 2
| 3
| 1
| 0
| 0
| 0
| 68
| 5
| 0.042032
| 0.43057
|
normal
| 0
|
12.238581
| 3,070,353
| 47,027
| 1
| 0
| 0
| 0
| 1
| 0
| 0
| 252
| 28
| 0.831172
| 0.063811
|
dos
| 1
|
5.0032
| 1,515
| 45,477
| 4
| 0
| 0
| 13
| 0
| 0
| 0
| 215
| 37
| 0.082293
| 0.709075
|
r2l
| 1
|
47.818572
| 41,435
| 50,156
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 353
| 84
| 0.098451
| 0.565687
|
normal
| 0
|
182.229502
| 38,292
| 24,087
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 244
| 74
| 0.146185
| 0.528787
|
normal
| 0
|
12.723598
| 6,307
| 52,374
| 3
| 2
| 3
| 12
| 1
| 0
| 0
| 37
| 57
| 0.169282
| 0.964507
|
r2l
| 1
|
34.145855
| 8,469
| 32,558
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 23
| 62
| 0.154972
| 0.617684
|
normal
| 0
|
113.279864
| 16,718
| 41,975
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 224
| 64
| 0.12363
| 0.917075
|
normal
| 0
|
23.91628
| 861
| 98,044
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 107
| 10
| 0.004325
| 0.984502
|
normal
| 0
|
26.026691
| 36,746
| 90,118
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 19
| 55
| 0.006505
| 0.00338
|
normal
| 0
|
36.42211
| 21,890
| 29,644
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 125
| 18
| 0.03888
| 0.164473
|
normal
| 0
|
0.122117
| 4,841,546
| 24,067
| 3
| 1
| 2
| 2
| 0
| 0
| 0
| 178
| 65
| 0.644305
| 0.55599
|
dos
| 1
|
6.706891
| 15,926
| 40,698
| 2
| 1
| 3
| 1
| 1
| 5
| 0
| 212
| 37
| 0.082398
| 0.89523
|
u2r
| 1
|
112.260068
| 17,747
| 3,765
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 7
| 48
| 0.08116
| 0.350426
|
normal
| 0
|
175.918141
| 28,250
| 13,307
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 111
| 51
| 0.109451
| 0.949219
|
normal
| 0
|
78.429931
| 22,187
| 28,775
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 498
| 95
| 0.102276
| 0.439994
|
normal
| 0
|
7.141354
| 36,481
| 85,970
| 0
| 2
| 2
| 2
| 0
| 0
| 0
| 32
| 39
| 0.116557
| 0.838187
|
normal
| 0
|
10.587866
| 37,314
| 19,279
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 455
| 18
| 0.099658
| 0.319379
|
normal
| 0
|
26.174618
| 37,504
| 46,639
| 2
| 0
| 1
| 7
| 1
| 0
| 0
| 296
| 57
| 0.059035
| 0.876165
|
r2l
| 1
|
5.081254
| 23,593
| 63,838
| 0
| 1
| 5
| 1
| 0
| 0
| 0
| 6
| 87
| 0.01478
| 0.229672
|
probe
| 1
|
24.918992
| 3,483
| 93,912
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 416
| 80
| 0.125842
| 0.345387
|
normal
| 0
|
62.784069
| 19,493
| 36,673
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 393
| 90
| 0.040452
| 0.826133
|
normal
| 0
|
109.810264
| 40,143
| 76,141
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 300
| 99
| 0.120448
| 0.979353
|
normal
| 0
|
48.611992
| 27,554
| 34,684
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 305
| 79
| 0.135823
| 0.899727
|
normal
| 0
|
162.223068
| 129
| 37,045
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 154
| 99
| 0.073411
| 0.496076
|
normal
| 0
|
134.14099
| 49,560
| 43,250
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 219
| 78
| 0.117932
| 0.344732
|
normal
| 0
|
0.106641
| 9,801
| 12,507
| 2
| 2
| 3
| 2
| 0
| 5
| 0
| 210
| 32
| 0.036512
| 0.250891
|
u2r
| 1
|
421.24317
| 18,577
| 95,439
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 52
| 55
| 0.030762
| 0.475859
|
normal
| 0
|
34.988374
| 49,388
| 15,998
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 344
| 16
| 0.026371
| 0.707086
|
normal
| 0
|
0.040334
| 937,668
| 97,461
| 2
| 2
| 2
| 2
| 1
| 0
| 0
| 35
| 69
| 0.91995
| 0.788018
|
dos
| 1
|
193.432589
| 18,082
| 10,083
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 251
| 94
| 0.119576
| 0.976425
|
normal
| 0
|
86.636891
| 9,746
| 6,572
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 472
| 80
| 0.043824
| 0.129013
|
normal
| 0
|
155.827996
| 35,471
| 6,951
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 404
| 36
| 0.013725
| 0.647835
|
normal
| 0
|
53.520744
| 2,580
| 86,050
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 299
| 3
| 0.139894
| 0.245334
|
normal
| 0
|
6.685084
| 6,199,287
| 3,863
| 1
| 1
| 4
| 2
| 1
| 0
| 0
| 309
| 96
| 0.512489
| 0.612805
|
dos
| 1
|
5.727578
| 24,882
| 49,826
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 115
| 1
| 0.120642
| 0.147656
|
normal
| 0
|
10.674881
| 6,483,635
| 18,284
| 3
| 2
| 4
| 1
| 0
| 0
| 0
| 236
| 84
| 0.596717
| 0.134283
|
dos
| 1
|
160.953032
| 9,521
| 23,713
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 438
| 97
| 0.150304
| 0.900478
|
normal
| 0
|
203.110155
| 49,198
| 57,061
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 336
| 31
| 0.15704
| 0.071331
|
normal
| 0
|
17.717093
| 7,940,519
| 70,039
| 3
| 2
| 4
| 1
| 0
| 0
| 0
| 147
| 84
| 0.705001
| 0.171037
|
dos
| 1
|
20.585638
| 21,175
| 62,812
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 73
| 7
| 0.106557
| 0.932505
|
normal
| 0
|
3.152002
| 23,152
| 69,635
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 118
| 21
| 0.064403
| 0.021452
|
normal
| 0
|
199.994008
| 2,896
| 20,840
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 81
| 7
| 0.007532
| 0.365049
|
normal
| 0
|
50.472867
| 33,995
| 19,421
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 330
| 39
| 0.002245
| 0.177969
|
normal
| 0
|
30.634158
| 6,602
| 98,893
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 67
| 29
| 0.159684
| 0.616167
|
normal
| 0
|
82.478998
| 46,007
| 21,861
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 304
| 18
| 0.026695
| 0.115722
|
normal
| 0
|
54.627755
| 48,592
| 87,667
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 104
| 79
| 0.125401
| 0.868451
|
normal
| 0
|
105.459348
| 45,710
| 1,889
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 82
| 23
| 0.06337
| 0.6916
|
normal
| 0
|
2.900107
| 43,465
| 97,315
| 0
| 2
| 1
| 10
| 1
| 0
| 0
| 11
| 19
| 0.115682
| 0.262346
|
r2l
| 1
|
119.479221
| 1,387
| 18,766
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 248
| 51
| 0.025472
| 0.021547
|
normal
| 0
|
22.811278
| 21,334
| 84,252
| 0
| 0
| 12
| 0
| 0
| 0
| 0
| 106
| 47
| 0.110882
| 0.884562
|
probe
| 1
|
21.760518
| 25,224
| 33,827
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 374
| 79
| 0.005797
| 0.513287
|
normal
| 0
|
39.963148
| 20,429
| 36,163
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 411
| 82
| 0.115556
| 0.859861
|
normal
| 0
|
3.443269
| 46,532
| 24,014
| 2
| 2
| 8
| 2
| 1
| 0
| 0
| 68
| 64
| 0.066805
| 0.920797
|
probe
| 1
|
327.170841
| 36,797
| 16,778
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 383
| 71
| 0.05173
| 0.229642
|
normal
| 0
|
25.291244
| 4,896,979
| 68,046
| 2
| 2
| 4
| 0
| 1
| 0
| 0
| 301
| 99
| 0.747929
| 0.580109
|
dos
| 1
|
47.981133
| 25,482
| 40,248
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 242
| 18
| 0.150463
| 0.684785
|
normal
| 0
|
105.979316
| 2,027
| 72,022
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 445
| 54
| 0.137022
| 0.308637
|
normal
| 0
|
54.334832
| 27,809
| 84,022
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 35
| 61
| 0.180286
| 0.27987
|
normal
| 0
|
302.051168
| 30,005
| 77,111
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 130
| 51
| 0.011866
| 0.759493
|
normal
| 0
|
11.534351
| 24,458
| 61,699
| 3
| 2
| 6
| 0
| 0
| 0
| 0
| 394
| 62
| 0.070935
| 0.45021
|
probe
| 1
|
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