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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5.223317
| 39,225
| 16,867
| 2
| 0
| 11
| 0
| 1
| 0
| 0
| 43
| 31
| 0.192218
| 0.975604
|
probe
| 1
|
166.385799
| 9,165
| 73,348
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 383
| 96
| 0.116957
| 0.373247
|
normal
| 0
|
13.80043
| 8,665
| 49,539
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 100
| 25
| 0.19336
| 0.549949
|
normal
| 0
|
127.948595
| 32,179
| 74,272
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 124
| 7
| 0.093255
| 0.308723
|
normal
| 0
|
3.592199
| 3,284,797
| 2,965
| 4
| 1
| 2
| 1
| 1
| 0
| 0
| 7
| 13
| 0.765551
| 0.018138
|
dos
| 1
|
47.04963
| 39,355
| 68,282
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 334
| 96
| 0.169395
| 0.771187
|
normal
| 0
|
14.22676
| 29,633
| 39,946
| 0
| 0
| 24
| 0
| 1
| 0
| 0
| 407
| 11
| 0.01898
| 0.587656
|
probe
| 1
|
3.52513
| 19,965
| 53,828
| 1
| 0
| 29
| 2
| 1
| 0
| 0
| 363
| 72
| 0.046302
| 0.62039
|
probe
| 1
|
105.882185
| 45,456
| 86,146
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 374
| 71
| 0.034126
| 0.683747
|
normal
| 0
|
2.057377
| 5,715
| 97,678
| 0
| 2
| 1
| 1
| 1
| 3
| 1
| 316
| 98
| 0.086905
| 0.151405
|
u2r
| 1
|
46.462232
| 40,326
| 93,434
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 326
| 21
| 0.084076
| 0.384121
|
normal
| 0
|
266.26872
| 15,184
| 59,002
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 193
| 44
| 0.08599
| 0.467868
|
normal
| 0
|
58.40939
| 8,116
| 53,613
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 101
| 53
| 0.149644
| 0.761944
|
normal
| 0
|
17.151283
| 31,256
| 16,804
| 3
| 0
| 10
| 0
| 0
| 0
| 0
| 108
| 4
| 0.134288
| 0.634937
|
probe
| 1
|
261.98298
| 26,825
| 61,331
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 146
| 1
| 0.115641
| 0.43587
|
normal
| 0
|
366.304895
| 34,925
| 22,258
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 228
| 53
| 0.085321
| 0.399121
|
normal
| 0
|
228.594452
| 44,172
| 94,177
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 192
| 44
| 0.041676
| 0.771263
|
normal
| 0
|
38.185405
| 18,901
| 28,766
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 491
| 20
| 0.062108
| 0.541591
|
normal
| 0
|
328.535987
| 49,377
| 86,850
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 378
| 78
| 0.039623
| 0.986149
|
normal
| 0
|
14.271045
| 35,700
| 50,971
| 0
| 0
| 26
| 2
| 0
| 0
| 0
| 91
| 71
| 0.169224
| 0.026469
|
probe
| 1
|
4.292379
| 1,396,116
| 72,932
| 2
| 1
| 0
| 1
| 1
| 0
| 0
| 28
| 10
| 0.862314
| 0.764041
|
dos
| 1
|
1.528927
| 22,954
| 95,347
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 79
| 76
| 0.037742
| 0.149084
|
normal
| 0
|
9.037901
| 37,486
| 49,059
| 1
| 2
| 4
| 10
| 1
| 0
| 0
| 391
| 80
| 0.097034
| 0.865145
|
r2l
| 1
|
150.548439
| 14,242
| 50,082
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 129
| 33
| 0.162532
| 0.274924
|
normal
| 0
|
3.968235
| 17,493
| 62,120
| 4
| 1
| 0
| 2
| 1
| 5
| 1
| 418
| 1
| 0.180868
| 0.242798
|
u2r
| 1
|
8.50403
| 3,878
| 60,730
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 180
| 13
| 0.111875
| 0.522639
|
normal
| 0
|
26.470611
| 33,809
| 17,737
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 196
| 85
| 0.054919
| 0.452407
|
normal
| 0
|
327.707886
| 36,471
| 66,192
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 416
| 94
| 0.19259
| 0.313252
|
normal
| 0
|
11.09462
| 36,848
| 55,581
| 1
| 2
| 20
| 0
| 1
| 0
| 0
| 299
| 78
| 0.119838
| 0.323497
|
probe
| 1
|
50.726201
| 15,418
| 83,125
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 494
| 96
| 0.026839
| 0.271431
|
normal
| 0
|
183.221164
| 37,236
| 52,019
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 20
| 83
| 0.136505
| 0.414652
|
normal
| 0
|
9.139232
| 47,168
| 5,014
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 265
| 16
| 0.047178
| 0.650789
|
normal
| 0
|
53.946864
| 41,561
| 92,196
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 326
| 84
| 0.080679
| 0.452168
|
normal
| 0
|
47.11255
| 44,878
| 35,258
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 442
| 49
| 0.041594
| 0.445737
|
normal
| 0
|
1.210951
| 6,922,349
| 66,410
| 4
| 1
| 2
| 2
| 1
| 0
| 0
| 372
| 62
| 0.835069
| 0.92704
|
dos
| 1
|
4.272074
| 32,771
| 11,299
| 0
| 1
| 13
| 0
| 0
| 0
| 0
| 371
| 4
| 0.168117
| 0.921884
|
probe
| 1
|
23.581722
| 32,070
| 4,163
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 169
| 98
| 0.003355
| 0.460326
|
normal
| 0
|
9.364199
| 7,868,364
| 26,009
| 2
| 2
| 4
| 2
| 0
| 0
| 0
| 277
| 81
| 0.839878
| 0.233539
|
dos
| 1
|
102.277999
| 43,448
| 63,470
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 104
| 72
| 0.045917
| 0.157926
|
normal
| 0
|
19.121424
| 18,803
| 78,183
| 1
| 1
| 9
| 1
| 1
| 0
| 0
| 464
| 22
| 0.105616
| 0.895638
|
probe
| 1
|
9.197157
| 5,235,361
| 65,469
| 2
| 0
| 4
| 1
| 0
| 0
| 0
| 321
| 55
| 0.629396
| 0.473194
|
dos
| 1
|
35.378563
| 23,022
| 28,605
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 172
| 78
| 0.162166
| 0.761186
|
normal
| 0
|
11.092248
| 738,428
| 70,579
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 164
| 28
| 0.870557
| 0.5861
|
dos
| 1
|
177.280052
| 22,822
| 56,875
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 360
| 89
| 0.032048
| 0.21908
|
normal
| 0
|
355.757251
| 13,994
| 55,777
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 496
| 83
| 0.141898
| 0.280344
|
normal
| 0
|
10.455387
| 3,316,165
| 14,624
| 1
| 0
| 3
| 0
| 0
| 0
| 0
| 18
| 7
| 0.813652
| 0.910893
|
dos
| 1
|
34.382983
| 32,854
| 88,153
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 300
| 31
| 0.016791
| 0.450863
|
normal
| 0
|
92.00301
| 36,142
| 49,726
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 360
| 6
| 0.110053
| 0.543323
|
normal
| 0
|
149.311808
| 25,732
| 91,207
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 265
| 76
| 0.05825
| 0.301076
|
normal
| 0
|
2.899038
| 3,305,517
| 52,047
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 239
| 86
| 0.708519
| 0.473577
|
dos
| 1
|
99.445
| 29,584
| 63,854
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 469
| 18
| 0.179447
| 0.810823
|
normal
| 0
|
126.071625
| 47,956
| 55,322
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 265
| 28
| 0.155989
| 0.828522
|
normal
| 0
|
1.48532
| 5,766,227
| 31,619
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 375
| 45
| 0.640943
| 0.600207
|
dos
| 1
|
11.189933
| 1,725,831
| 95,593
| 1
| 0
| 2
| 1
| 1
| 0
| 0
| 76
| 34
| 0.510933
| 0.371832
|
dos
| 1
|
594.553326
| 3,039
| 67,124
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 124
| 63
| 0.074998
| 0.027405
|
normal
| 0
|
49.783809
| 30,650
| 55,025
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 229
| 58
| 0.088323
| 0.406961
|
normal
| 0
|
128.446057
| 11,770
| 26,054
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 344
| 94
| 0.150994
| 0.054017
|
normal
| 0
|
84.960073
| 41,600
| 41,764
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 453
| 57
| 0.014194
| 0.277801
|
normal
| 0
|
66.683367
| 29,706
| 48,718
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 186
| 39
| 0.064488
| 0.379547
|
normal
| 0
|
1.672056
| 820,417
| 42,929
| 4
| 0
| 0
| 0
| 0
| 0
| 0
| 77
| 74
| 0.672167
| 0.47748
|
dos
| 1
|
50.377363
| 9,149
| 78,192
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 419
| 40
| 0.120896
| 0.854152
|
normal
| 0
|
13.480075
| 31,793
| 409
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 36
| 39
| 0.058331
| 0.056405
|
normal
| 0
|
67.117707
| 11,128
| 42,585
| 0
| 0
| 3
| 1
| 0
| 0
| 0
| 218
| 89
| 0.064051
| 0.05269
|
normal
| 0
|
2.628931
| 2,233,547
| 69,110
| 3
| 0
| 2
| 2
| 1
| 0
| 0
| 318
| 60
| 0.522685
| 0.863519
|
dos
| 1
|
22.552407
| 34,620
| 15,384
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 433
| 83
| 0.181689
| 0.756001
|
normal
| 0
|
9.519987
| 29,687
| 24,736
| 2
| 0
| 4
| 10
| 1
| 0
| 0
| 50
| 16
| 0.022264
| 0.027729
|
r2l
| 1
|
25.809175
| 18,150
| 40,130
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 351
| 98
| 0.017771
| 0.835562
|
normal
| 0
|
52.632444
| 1,963
| 95,944
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 364
| 99
| 0.153821
| 0.556957
|
normal
| 0
|
16.833544
| 4,561
| 38,621
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 380
| 35
| 0.139704
| 0.165307
|
normal
| 0
|
76.743256
| 47,004
| 12,058
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 309
| 40
| 0.144172
| 0.697478
|
normal
| 0
|
36.764577
| 43,473
| 53,260
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 405
| 16
| 0.09565
| 0.696758
|
normal
| 0
|
67.191914
| 38,080
| 85,398
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 251
| 5
| 0.034967
| 0.779081
|
normal
| 0
|
25.439807
| 2,218
| 42,946
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 151
| 12
| 0.000362
| 0.455277
|
normal
| 0
|
44.214034
| 12,713
| 83,798
| 1
| 1
| 12
| 2
| 0
| 0
| 0
| 139
| 78
| 0.038864
| 0.307501
|
probe
| 1
|
151.061867
| 38,494
| 28,002
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 376
| 48
| 0.16222
| 0.762758
|
normal
| 0
|
11.429959
| 6,912,448
| 77,045
| 3
| 2
| 4
| 1
| 0
| 0
| 0
| 40
| 65
| 0.604209
| 0.468055
|
dos
| 1
|
41.663631
| 27,567
| 20,918
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 7
| 52
| 0.057307
| 0.586185
|
normal
| 0
|
4.865911
| 7,458
| 49,572
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 128
| 54
| 0.127436
| 0.709608
|
normal
| 0
|
200.674932
| 47,417
| 54,923
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 228
| 48
| 0.00817
| 0.348444
|
normal
| 0
|
18.608263
| 42,130
| 23,807
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 180
| 38
| 0.197578
| 0.117842
|
normal
| 0
|
266.991977
| 18,237
| 62,739
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 176
| 79
| 0.133368
| 0.432807
|
normal
| 0
|
65.122891
| 26,812
| 13,318
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 51
| 95
| 0.093274
| 0.70025
|
normal
| 0
|
41.610154
| 28,534
| 82,419
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 211
| 56
| 0.068364
| 0.43806
|
normal
| 0
|
135.386387
| 30,022
| 57,589
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 405
| 34
| 0.181795
| 0.408273
|
normal
| 0
|
209.426613
| 39,228
| 89,291
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 478
| 87
| 0.150933
| 0.640055
|
normal
| 0
|
12.521885
| 47,504
| 56,801
| 0
| 0
| 1
| 16
| 1
| 0
| 0
| 376
| 75
| 0.168094
| 0.014166
|
r2l
| 1
|
12.13521
| 44,547
| 64,385
| 3
| 0
| 7
| 0
| 1
| 0
| 0
| 135
| 78
| 0.041199
| 0.670436
|
probe
| 1
|
9.520309
| 8,493,708
| 58,677
| 4
| 0
| 1
| 1
| 1
| 0
| 0
| 202
| 10
| 0.804934
| 0.05546
|
dos
| 1
|
7.13886
| 2,764,131
| 51,719
| 1
| 2
| 2
| 1
| 1
| 0
| 0
| 21
| 54
| 0.94031
| 0.995399
|
dos
| 1
|
117.948832
| 27,617
| 77,993
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 447
| 80
| 0.13449
| 0.00572
|
normal
| 0
|
28.454848
| 20,749
| 36,982
| 0
| 2
| 1
| 2
| 0
| 0
| 0
| 23
| 61
| 0.104496
| 0.556278
|
normal
| 0
|
2.657842
| 34,256
| 8,949
| 1
| 0
| 5
| 0
| 1
| 0
| 0
| 433
| 86
| 0.128837
| 0.875872
|
probe
| 1
|
26.184236
| 30,027
| 15,999
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 475
| 8
| 0.16753
| 0.788391
|
normal
| 0
|
30.593279
| 11,691
| 55,005
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 15
| 95
| 0.038327
| 0.665323
|
normal
| 0
|
26.160309
| 25,932
| 43,070
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 423
| 46
| 0.10888
| 0.065654
|
normal
| 0
|
107.442648
| 45,837
| 23,668
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 185
| 10
| 0.198692
| 0.477934
|
normal
| 0
|
12.3223
| 20,202
| 98,412
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 173
| 30
| 0.189419
| 0.739673
|
normal
| 0
|
1.762791
| 7,014
| 745
| 2
| 2
| 17
| 2
| 1
| 0
| 0
| 349
| 14
| 0.010814
| 0.690098
|
probe
| 1
|
98.097212
| 38,389
| 24,539
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 184
| 61
| 0.15461
| 0.658716
|
normal
| 0
|
34.370227
| 10,975
| 6,860
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 285
| 68
| 0.175694
| 0.66411
|
normal
| 0
|
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