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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
95.141648
| 46,265
| 57,846
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 490
| 97
| 0.018321
| 0.411505
|
normal
| 0
|
97.100311
| 45,032
| 22,891
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 496
| 43
| 0.040405
| 0.497426
|
normal
| 0
|
4.765785
| 48,048
| 41,448
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 417
| 36
| 0.181112
| 0.983577
|
normal
| 0
|
93.592654
| 12,938
| 52,989
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 48
| 28
| 0.132704
| 0.911744
|
normal
| 0
|
46.910189
| 17,082
| 1,426
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 404
| 61
| 0.131909
| 0.385971
|
normal
| 0
|
137.611643
| 3,843
| 48,372
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 104
| 81
| 0.164182
| 0.525426
|
normal
| 0
|
8.272961
| 32,066
| 64,994
| 3
| 2
| 0
| 14
| 0
| 0
| 0
| 395
| 80
| 0.112664
| 0.830834
|
r2l
| 1
|
80.330545
| 41,476
| 34,367
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 118
| 95
| 0.167836
| 0.646389
|
normal
| 0
|
16.981783
| 44,493
| 50,986
| 2
| 1
| 6
| 0
| 0
| 0
| 0
| 322
| 6
| 0.180669
| 0.803916
|
probe
| 1
|
101.160689
| 48,373
| 15,147
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 68
| 43
| 0.196779
| 0.733632
|
normal
| 0
|
138.182946
| 46,895
| 45,720
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 226
| 10
| 0.188974
| 0.198397
|
normal
| 0
|
28.632735
| 6,310
| 9,232
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 102
| 61
| 0.142087
| 0.991994
|
normal
| 0
|
62.482707
| 33,950
| 81,958
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 374
| 51
| 0.029248
| 0.560949
|
normal
| 0
|
337.338642
| 687
| 27,288
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 278
| 19
| 0.134199
| 0.571835
|
normal
| 0
|
35.398649
| 29,543
| 84,834
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 313
| 89
| 0.028601
| 0.598416
|
normal
| 0
|
25.251218
| 11,099
| 90,150
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 300
| 66
| 0.055401
| 0.04913
|
normal
| 0
|
4.331365
| 36,526
| 25,325
| 4
| 1
| 19
| 0
| 0
| 0
| 0
| 373
| 57
| 0.01027
| 0.963007
|
probe
| 1
|
81.825888
| 15,945
| 86,977
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 416
| 43
| 0.082832
| 0.660347
|
normal
| 0
|
299.148334
| 10,515
| 84,751
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 480
| 58
| 0.150588
| 0.203752
|
normal
| 0
|
0.320426
| 2,477,526
| 31,028
| 3
| 0
| 0
| 1
| 1
| 0
| 0
| 22
| 86
| 0.82566
| 0.762574
|
dos
| 1
|
36.143356
| 22,064
| 76,137
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 261
| 44
| 0.038763
| 0.059207
|
normal
| 0
|
101.768628
| 10,475
| 70,093
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 69
| 21
| 0.129885
| 0.255678
|
normal
| 0
|
98.04088
| 47,631
| 66,204
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 412
| 31
| 0.054644
| 0.288688
|
normal
| 0
|
4.404421
| 16,248
| 5,350
| 3
| 1
| 6
| 0
| 0
| 0
| 0
| 14
| 78
| 0.085953
| 0.028394
|
probe
| 1
|
11.200933
| 591,607
| 19,137
| 1
| 1
| 4
| 0
| 1
| 0
| 0
| 314
| 50
| 0.6946
| 0.924835
|
dos
| 1
|
100.667178
| 43,081
| 5,369
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 47
| 15
| 0.083647
| 0.54651
|
normal
| 0
|
56.240747
| 21,510
| 4,873
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 261
| 95
| 0.065257
| 0.321534
|
normal
| 0
|
1.209954
| 29,451
| 92,161
| 3
| 2
| 0
| 12
| 1
| 0
| 0
| 341
| 14
| 0.186518
| 0.472408
|
r2l
| 1
|
77.601694
| 43,429
| 37,516
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 431
| 20
| 0.086023
| 0.550217
|
normal
| 0
|
453.440843
| 26,035
| 32,949
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 387
| 46
| 0.18955
| 0.860865
|
normal
| 0
|
43.038237
| 33,038
| 6,145
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 460
| 86
| 0.087646
| 0.880371
|
normal
| 0
|
336.85139
| 37,887
| 85,161
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 443
| 49
| 0.03806
| 0.037161
|
normal
| 0
|
10.115353
| 20,708
| 13,581
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 225
| 43
| 0.188538
| 0.486754
|
normal
| 0
|
131.844925
| 46,597
| 25,552
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 275
| 65
| 0.063053
| 0.827167
|
normal
| 0
|
12.141085
| 2,208
| 84,843
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 232
| 96
| 0.087637
| 0.499938
|
normal
| 0
|
31.961532
| 15,576
| 83,365
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 263
| 50
| 0.046612
| 0.766335
|
normal
| 0
|
3.78746
| 9,476,573
| 56,291
| 1
| 2
| 3
| 2
| 0
| 0
| 0
| 396
| 77
| 0.884339
| 0.004343
|
dos
| 1
|
89.840095
| 10,087
| 81,825
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 494
| 22
| 0.174626
| 0.657035
|
normal
| 0
|
149.259451
| 39,484
| 99,612
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 139
| 66
| 0.018714
| 0.114027
|
normal
| 0
|
95.532112
| 35,653
| 14,190
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 79
| 93
| 0.052469
| 0.890331
|
normal
| 0
|
90.045357
| 33,264
| 8,571
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 101
| 52
| 0.188011
| 0.938943
|
normal
| 0
|
243.443889
| 25,479
| 83,775
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 406
| 91
| 0.100809
| 0.857532
|
normal
| 0
|
60.177338
| 40,899
| 62,230
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 159
| 9
| 0.184288
| 0.61773
|
normal
| 0
|
6.334547
| 2,380,376
| 97,046
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 3
| 58
| 0.714453
| 0.09369
|
dos
| 1
|
7.160567
| 12,061
| 45,839
| 2
| 2
| 10
| 1
| 0
| 0
| 0
| 325
| 22
| 0.173392
| 0.906196
|
probe
| 1
|
51.081662
| 40,632
| 74,283
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 161
| 18
| 0.137325
| 0.703508
|
normal
| 0
|
124.741195
| 8,946
| 82,028
| 0
| 0
| 2
| 1
| 0
| 0
| 0
| 462
| 40
| 0.017756
| 0.383878
|
normal
| 0
|
4.347497
| 7,744
| 57,408
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 459
| 54
| 0.144871
| 0.54113
|
normal
| 0
|
1.516876
| 8,014,613
| 71,570
| 4
| 1
| 3
| 0
| 1
| 0
| 0
| 404
| 17
| 0.841513
| 0.796658
|
dos
| 1
|
1.703545
| 4,131,541
| 24,236
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 491
| 88
| 0.799354
| 0.329028
|
dos
| 1
|
88.007972
| 47,279
| 64,864
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 31
| 84
| 0.165569
| 0.899607
|
normal
| 0
|
27.821324
| 1,192
| 11,392
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 336
| 5
| 0.192243
| 0.801286
|
normal
| 0
|
5.267793
| 5,623,093
| 26,891
| 1
| 1
| 0
| 2
| 1
| 0
| 0
| 73
| 2
| 0.515837
| 0.918582
|
dos
| 1
|
89.837891
| 9,613
| 91,544
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 435
| 14
| 0.018393
| 0.153285
|
normal
| 0
|
143.258929
| 40,195
| 59,478
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 69
| 75
| 0.067257
| 0.303733
|
normal
| 0
|
40.369904
| 37,861
| 38,488
| 0
| 1
| 1
| 0
| 0
| 0
| 0
| 82
| 14
| 0.073115
| 0.763841
|
normal
| 0
|
86.323493
| 3,179
| 12,254
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 468
| 2
| 0.175418
| 0.137603
|
normal
| 0
|
9.335168
| 42,568
| 69,463
| 3
| 2
| 6
| 1
| 1
| 0
| 0
| 377
| 86
| 0.119159
| 0.899278
|
probe
| 1
|
19.713304
| 41,881
| 93,577
| 2
| 1
| 1
| 15
| 1
| 0
| 0
| 220
| 54
| 0.039007
| 0.368376
|
r2l
| 1
|
41.082372
| 12,267
| 2,497
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 83
| 86
| 0.01061
| 0.439719
|
normal
| 0
|
599.374441
| 2,235
| 2,976
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 397
| 25
| 0.092088
| 0.928154
|
normal
| 0
|
384.379236
| 30,336
| 66,276
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 82
| 10
| 0.1128
| 0.706469
|
normal
| 0
|
150.879402
| 21,405
| 16,854
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 466
| 96
| 0.149395
| 0.553648
|
normal
| 0
|
2.027117
| 46,522
| 50,817
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 397
| 69
| 0.15316
| 0.098967
|
normal
| 0
|
78.411164
| 786
| 11,907
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 139
| 79
| 0.022812
| 0.239883
|
normal
| 0
|
9.084025
| 9,266
| 53,142
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 133
| 71
| 0.170062
| 0.478369
|
normal
| 0
|
225.511033
| 41,565
| 29,436
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 228
| 79
| 0.039268
| 0.569219
|
normal
| 0
|
155.891712
| 48,826
| 24,685
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 460
| 35
| 0.104135
| 0.850195
|
normal
| 0
|
358.778157
| 16,557
| 44,840
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 147
| 66
| 0.007523
| 0.734082
|
normal
| 0
|
93.747084
| 17,064
| 84,182
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 341
| 77
| 0.018495
| 0.817778
|
normal
| 0
|
73.850613
| 27,816
| 46,283
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 453
| 55
| 0.124768
| 0.121067
|
normal
| 0
|
0.308947
| 24,898
| 62,891
| 2
| 1
| 1
| 1
| 0
| 2
| 1
| 190
| 75
| 0.125977
| 0.847329
|
u2r
| 1
|
48.849087
| 12,299
| 66,495
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 481
| 13
| 0.09818
| 0.247987
|
normal
| 0
|
63.240975
| 17,380
| 67,095
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 234
| 27
| 0.122456
| 0.777069
|
normal
| 0
|
26.921942
| 2,533
| 91,228
| 2
| 1
| 23
| 2
| 1
| 0
| 0
| 385
| 69
| 0.148505
| 0.545738
|
probe
| 1
|
20.898688
| 36,820
| 91,163
| 3
| 2
| 0
| 0
| 0
| 7
| 0
| 75
| 69
| 0.145038
| 0.74313
|
u2r
| 1
|
90.605415
| 7,552
| 15,677
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 490
| 82
| 0.145768
| 0.826453
|
normal
| 0
|
8.827693
| 8,016,023
| 52,925
| 3
| 1
| 3
| 0
| 0
| 0
| 0
| 163
| 16
| 0.527143
| 0.697551
|
dos
| 1
|
198.616916
| 46,954
| 70,527
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 133
| 77
| 0.144408
| 0.99682
|
normal
| 0
|
73.15402
| 33,690
| 94,492
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 217
| 90
| 0.151436
| 0.937671
|
normal
| 0
|
42.689761
| 26,887
| 51,102
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 447
| 82
| 0.094224
| 0.328005
|
normal
| 0
|
102.046826
| 11,626
| 70,230
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 459
| 51
| 0.089642
| 0.618174
|
normal
| 0
|
59.036921
| 2,239
| 56,209
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 86
| 94
| 0.002666
| 0.868224
|
normal
| 0
|
8.4949
| 28,525
| 4,762
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 390
| 90
| 0.176058
| 0.241446
|
normal
| 0
|
47.450832
| 43,443
| 18,451
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 488
| 86
| 0.108933
| 0.565414
|
normal
| 0
|
512.809168
| 48,138
| 12,027
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 1
| 6
| 0.107638
| 0.637278
|
normal
| 0
|
4.972807
| 41,373
| 75,636
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 430
| 25
| 0.156783
| 0.034558
|
normal
| 0
|
119.292378
| 2,749
| 8,148
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 269
| 53
| 0.102676
| 0.759818
|
normal
| 0
|
184.003861
| 42,949
| 94,257
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 439
| 72
| 0.08734
| 0.966526
|
normal
| 0
|
9.870471
| 2,669,470
| 89,276
| 4
| 0
| 0
| 0
| 0
| 0
| 0
| 147
| 59
| 0.697405
| 0.200249
|
dos
| 1
|
5.448352
| 4,999,884
| 43,074
| 4
| 2
| 4
| 0
| 0
| 0
| 0
| 86
| 85
| 0.813091
| 0.054645
|
dos
| 1
|
0.630955
| 34,532
| 6,508
| 0
| 1
| 7
| 0
| 1
| 0
| 0
| 285
| 67
| 0.088715
| 0.090521
|
probe
| 1
|
56.096649
| 48,628
| 97,481
| 0
| 1
| 0
| 2
| 0
| 0
| 0
| 94
| 99
| 0.188218
| 0.600985
|
normal
| 0
|
16.784843
| 6,633,320
| 11,152
| 3
| 0
| 3
| 0
| 1
| 0
| 0
| 259
| 40
| 0.932662
| 0.256883
|
dos
| 1
|
328.00003
| 35,400
| 94,868
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 7
| 36
| 0.014927
| 0.511279
|
normal
| 0
|
56.616353
| 17,139
| 83,912
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 349
| 99
| 0.144474
| 0.445583
|
normal
| 0
|
109.478732
| 3,818
| 15,312
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 390
| 66
| 0.129128
| 0.996408
|
normal
| 0
|
75.781464
| 20,466
| 35,999
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 170
| 6
| 0.166162
| 0.642084
|
normal
| 0
|
5.622446
| 7,544
| 45,083
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 62
| 58
| 0.195655
| 0.71557
|
normal
| 0
|
305.223069
| 6,309
| 18,897
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 266
| 92
| 0.094759
| 0.304748
|
normal
| 0
|
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