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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.566594
| 12,360
| 12,958
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 269
| 23
| 0.144118
| 0.034743
|
normal
| 0
|
223.218548
| 21,460
| 17,928
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 271
| 13
| 0.077801
| 0.952116
|
normal
| 0
|
110.206195
| 16,029
| 24,484
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 308
| 42
| 0.072556
| 0.231633
|
normal
| 0
|
199.808738
| 44,680
| 59,761
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 90
| 95
| 0.158203
| 0.700396
|
normal
| 0
|
313.455989
| 29,181
| 13,293
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 117
| 86
| 0.166787
| 0.339931
|
normal
| 0
|
13.426421
| 46,926
| 92,825
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 408
| 1
| 0.113801
| 0.878031
|
normal
| 0
|
21.652856
| 2,575,173
| 33,874
| 4
| 0
| 4
| 1
| 0
| 0
| 0
| 417
| 79
| 0.901643
| 0.313037
|
dos
| 1
|
162.662388
| 6,258
| 43,412
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 451
| 14
| 0.130753
| 0.907453
|
normal
| 0
|
201.085666
| 24,763
| 55,119
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 107
| 16
| 0.041335
| 0.457965
|
normal
| 0
|
9.958981
| 12,486
| 11,543
| 1
| 2
| 4
| 4
| 1
| 0
| 0
| 168
| 63
| 0.064461
| 0.932921
|
r2l
| 1
|
45.570719
| 21,587
| 49,432
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 123
| 49
| 0.033524
| 0.216108
|
normal
| 0
|
105.736374
| 26,316
| 9,907
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 229
| 90
| 0.147776
| 0.828788
|
normal
| 0
|
36.479939
| 316
| 9,305
| 0
| 0
| 3
| 0
| 1
| 0
| 0
| 9
| 25
| 0.000964
| 0.651028
|
normal
| 0
|
27.231501
| 39,421
| 37,172
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 15
| 79
| 0.018985
| 0.014719
|
normal
| 0
|
66.971431
| 41,250
| 75,715
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 119
| 52
| 0.026932
| 0.370872
|
normal
| 0
|
24.354249
| 30,010
| 68,557
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 89
| 39
| 0.117153
| 0.478419
|
normal
| 0
|
66.107428
| 37,580
| 52,222
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 191
| 12
| 0.177126
| 0.301839
|
normal
| 0
|
6.37463
| 7,294
| 75,256
| 0
| 2
| 7
| 0
| 1
| 0
| 0
| 106
| 72
| 0.096572
| 0.007842
|
probe
| 1
|
183.12326
| 34,073
| 76,567
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 177
| 27
| 0.154572
| 0.505933
|
normal
| 0
|
284.096897
| 35,510
| 12,570
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 167
| 29
| 0.170296
| 0.532931
|
normal
| 0
|
15.400369
| 44,290
| 66,666
| 2
| 2
| 23
| 2
| 1
| 0
| 0
| 424
| 87
| 0.101113
| 0.607294
|
probe
| 1
|
43.811889
| 22,857
| 55,450
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 31
| 47
| 0.079392
| 0.987923
|
normal
| 0
|
20.954801
| 27,523
| 40,791
| 0
| 1
| 22
| 1
| 1
| 0
| 0
| 369
| 86
| 0.190494
| 0.84021
|
probe
| 1
|
256.285622
| 12,917
| 40,384
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 401
| 72
| 0.162749
| 0.897487
|
normal
| 0
|
6.852383
| 7,218,124
| 95,611
| 4
| 0
| 3
| 1
| 1
| 0
| 0
| 90
| 77
| 0.56534
| 0.005441
|
dos
| 1
|
114.947783
| 28,842
| 97,062
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 493
| 89
| 0.131485
| 0.160925
|
normal
| 0
|
5.105901
| 2,350,403
| 44,364
| 2
| 2
| 1
| 1
| 0
| 0
| 0
| 376
| 97
| 0.83319
| 0.966281
|
dos
| 1
|
4.475486
| 46,394
| 72,275
| 1
| 1
| 25
| 1
| 1
| 0
| 0
| 422
| 61
| 0.135541
| 0.801855
|
probe
| 1
|
15.923049
| 35,032
| 95,077
| 0
| 2
| 4
| 0
| 1
| 0
| 0
| 432
| 58
| 0.163107
| 0.388262
|
normal
| 0
|
336.815682
| 32,967
| 49,059
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 223
| 69
| 0.183833
| 0.926563
|
normal
| 0
|
62.007671
| 17,083
| 56,395
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 175
| 25
| 0.160571
| 0.785074
|
normal
| 0
|
193.092509
| 25,535
| 22,468
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 301
| 69
| 0.174008
| 0.697474
|
normal
| 0
|
62.557107
| 22,268
| 61,700
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 15
| 32
| 0.085839
| 0.713981
|
normal
| 0
|
108.121721
| 6,538
| 73,040
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 327
| 52
| 0.069719
| 0.876272
|
normal
| 0
|
2.443694
| 48,404
| 60,645
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 429
| 78
| 0.003058
| 0.261206
|
normal
| 0
|
28.750201
| 48,359
| 67,465
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 276
| 91
| 0.187309
| 0.999961
|
normal
| 0
|
57.317859
| 29,776
| 97,039
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 64
| 44
| 0.126531
| 0.986279
|
normal
| 0
|
99.595926
| 44,951
| 89,047
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 330
| 31
| 0.181248
| 0.281783
|
normal
| 0
|
18.816402
| 27,357
| 10,637
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 261
| 58
| 0.190907
| 0.878757
|
normal
| 0
|
144.626292
| 38,710
| 31,131
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 238
| 99
| 0.180652
| 0.214648
|
normal
| 0
|
45.319325
| 16,039
| 4,725
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 464
| 9
| 0.033078
| 0.511449
|
normal
| 0
|
170.065048
| 23,664
| 92,868
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 437
| 30
| 0.033265
| 0.542912
|
normal
| 0
|
10.310649
| 43,300
| 91,633
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 109
| 61
| 0.172378
| 0.103668
|
normal
| 0
|
113.867391
| 40,610
| 71,853
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 137
| 48
| 0.126928
| 0.043443
|
normal
| 0
|
34.718912
| 36,778
| 90,412
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 176
| 37
| 0.065451
| 0.806904
|
normal
| 0
|
4.363953
| 6,341,430
| 64,008
| 1
| 0
| 1
| 0
| 0
| 0
| 0
| 287
| 65
| 0.591052
| 0.751235
|
dos
| 1
|
51.444956
| 42,236
| 89,251
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 239
| 79
| 0.067246
| 0.139711
|
normal
| 0
|
109.466897
| 13,434
| 79,688
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 491
| 88
| 0.167236
| 0.848465
|
normal
| 0
|
272.273655
| 28,801
| 38,488
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 323
| 71
| 0.051627
| 0.455494
|
normal
| 0
|
10.618031
| 326,780
| 14,513
| 4
| 0
| 2
| 0
| 1
| 0
| 0
| 171
| 98
| 0.685649
| 0.108503
|
dos
| 1
|
3.678074
| 22,304
| 10,011
| 3
| 1
| 0
| 15
| 1
| 0
| 0
| 429
| 92
| 0.025154
| 0.011745
|
r2l
| 1
|
147.089085
| 47,513
| 30,573
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 385
| 15
| 0.160456
| 0.843152
|
normal
| 0
|
103.95693
| 14,032
| 67,246
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 242
| 53
| 0.161593
| 0.295291
|
normal
| 0
|
19.023361
| 48,628
| 72,864
| 1
| 2
| 8
| 0
| 1
| 0
| 0
| 410
| 82
| 0.070452
| 0.272319
|
probe
| 1
|
68.200291
| 1,476
| 45,433
| 0
| 2
| 1
| 1
| 0
| 0
| 0
| 411
| 35
| 0.039635
| 0.846205
|
normal
| 0
|
4.284035
| 25,247
| 20,576
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 255
| 58
| 0.087896
| 0.006542
|
normal
| 0
|
21.374486
| 12,453
| 88,741
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 29
| 47
| 0.176574
| 0.740276
|
normal
| 0
|
55.250975
| 12,016
| 91,271
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 174
| 11
| 0.083798
| 0.633107
|
normal
| 0
|
10.773113
| 21,143
| 98,691
| 3
| 1
| 4
| 5
| 1
| 0
| 0
| 224
| 56
| 0.180003
| 0.853783
|
r2l
| 1
|
0.424934
| 41,239
| 31,722
| 3
| 2
| 2
| 2
| 0
| 6
| 0
| 370
| 48
| 0.182224
| 0.061637
|
u2r
| 1
|
12.782549
| 9,576,130
| 86,179
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 383
| 70
| 0.716675
| 0.448605
|
dos
| 1
|
206.952125
| 825
| 59,242
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 92
| 14
| 0.102493
| 0.211164
|
normal
| 0
|
6.316544
| 6,369
| 42,398
| 4
| 1
| 7
| 2
| 0
| 0
| 0
| 414
| 64
| 0.133956
| 0.526215
|
probe
| 1
|
120.63066
| 49,333
| 32,457
| 0
| 0
| 4
| 1
| 1
| 0
| 0
| 26
| 29
| 0.035517
| 0.557538
|
normal
| 0
|
197.809333
| 32,062
| 29,616
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 86
| 80
| 0.068042
| 0.579377
|
normal
| 0
|
1.614486
| 44,078
| 21,160
| 0
| 0
| 18
| 2
| 1
| 0
| 0
| 344
| 68
| 0.091464
| 0.685547
|
probe
| 1
|
44.079932
| 17,689
| 66,537
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 109
| 70
| 0.032909
| 0.306767
|
normal
| 0
|
390.257646
| 28,643
| 20,637
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 410
| 84
| 0.191439
| 0.032923
|
normal
| 0
|
408.748205
| 47,641
| 74,540
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 455
| 49
| 0.063425
| 0.265461
|
normal
| 0
|
5.301981
| 32,511
| 30,434
| 2
| 1
| 15
| 0
| 1
| 0
| 0
| 173
| 66
| 0.076752
| 0.305173
|
probe
| 1
|
6.87563
| 46,123
| 5,421
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 321
| 19
| 0.023631
| 0.455507
|
normal
| 0
|
31.597402
| 30,485
| 93,122
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 40
| 52
| 0.053146
| 0.148715
|
normal
| 0
|
50.705268
| 6,773
| 18,780
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 87
| 57
| 0.030558
| 0.714983
|
normal
| 0
|
19.129477
| 6,747,096
| 17,731
| 1
| 1
| 3
| 0
| 1
| 0
| 0
| 322
| 11
| 0.998183
| 0.362304
|
dos
| 1
|
4.186947
| 9,936,480
| 96,305
| 4
| 2
| 3
| 1
| 0
| 0
| 0
| 298
| 31
| 0.769156
| 0.378152
|
dos
| 1
|
229.762502
| 14,322
| 79,171
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 118
| 20
| 0.018213
| 0.334412
|
normal
| 0
|
40.099712
| 39,010
| 17,921
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 11
| 94
| 0.17304
| 0.486039
|
normal
| 0
|
189.701689
| 35,849
| 45,898
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 199
| 9
| 0.157838
| 0.065798
|
normal
| 0
|
1.516318
| 28,521
| 27,722
| 4
| 1
| 4
| 17
| 0
| 0
| 0
| 182
| 71
| 0.112113
| 0.860237
|
r2l
| 1
|
4.277672
| 45,712
| 1,782
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 398
| 17
| 0.078582
| 0.726206
|
normal
| 0
|
6.576725
| 21,790
| 18,932
| 2
| 0
| 0
| 11
| 1
| 0
| 0
| 447
| 23
| 0.119947
| 0.035253
|
r2l
| 1
|
6.151613
| 32,197
| 34,518
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 205
| 10
| 0.021705
| 0.862651
|
normal
| 0
|
6.208897
| 146,094
| 39,653
| 3
| 1
| 2
| 1
| 0
| 0
| 0
| 129
| 22
| 0.91566
| 0.748838
|
dos
| 1
|
5.429027
| 1,639,858
| 5,873
| 3
| 0
| 4
| 2
| 1
| 0
| 0
| 361
| 87
| 0.844363
| 0.820896
|
dos
| 1
|
27.639012
| 35,156
| 42,973
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 27
| 33
| 0.004359
| 0.555283
|
normal
| 0
|
4.38415
| 22,340
| 29,617
| 3
| 1
| 3
| 7
| 1
| 0
| 0
| 61
| 10
| 0.112801
| 0.828839
|
r2l
| 1
|
36.00598
| 8,339
| 22,656
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 123
| 77
| 0.14739
| 0.345916
|
normal
| 0
|
4.596023
| 48,338
| 69,100
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 451
| 39
| 0.088776
| 0.890793
|
normal
| 0
|
81.348729
| 4,108
| 22,624
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 128
| 27
| 0.166255
| 0.908536
|
normal
| 0
|
0.939803
| 2,029,468
| 29,036
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 357
| 60
| 0.637958
| 0.067568
|
dos
| 1
|
52.673221
| 40,139
| 43,508
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 347
| 43
| 0.165761
| 0.41255
|
normal
| 0
|
96.048776
| 25,138
| 95,396
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 232
| 44
| 0.112232
| 0.382383
|
normal
| 0
|
230.28211
| 5,293
| 54,166
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 142
| 6
| 0.022139
| 0.90636
|
normal
| 0
|
155.91941
| 7,834
| 23,535
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 114
| 57
| 0.149323
| 0.807852
|
normal
| 0
|
21.55182
| 47,205
| 63,185
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 29
| 24
| 0.184014
| 0.437675
|
normal
| 0
|
132.194571
| 24,405
| 969
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 148
| 49
| 0.046891
| 0.648157
|
normal
| 0
|
27.484674
| 5,744,162
| 8,127
| 1
| 1
| 2
| 1
| 1
| 0
| 0
| 37
| 61
| 0.589806
| 0.741724
|
dos
| 1
|
137.029034
| 30,639
| 57,616
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 425
| 7
| 0.14116
| 0.24248
|
normal
| 0
|
68.2238
| 42,093
| 32,070
| 0
| 1
| 3
| 2
| 1
| 0
| 0
| 466
| 92
| 0.194224
| 0.71458
|
normal
| 0
|
13.691788
| 25,263
| 39,310
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 150
| 56
| 0.103846
| 0.834865
|
normal
| 0
|
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