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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.363606
| 18,132
| 55,081
| 0
| 0
| 2
| 0
| 1
| 1
| 1
| 145
| 52
| 0.104255
| 0.891705
|
u2r
| 1
|
1.189115
| 3,641,937
| 58,338
| 4
| 2
| 4
| 1
| 1
| 0
| 0
| 83
| 50
| 0.775131
| 0.851741
|
dos
| 1
|
170.963857
| 4,470
| 66,937
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 188
| 3
| 0.186623
| 0.867784
|
normal
| 0
|
18.791608
| 42,019
| 55,343
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 69
| 67
| 0.132608
| 0.260341
|
normal
| 0
|
127.336261
| 3,915
| 50,705
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 197
| 35
| 0.189502
| 0.367893
|
normal
| 0
|
66.468802
| 37,275
| 6,744
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 162
| 36
| 0.122365
| 0.235315
|
normal
| 0
|
20.707972
| 47,621
| 27,451
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 303
| 85
| 0.134803
| 0.783961
|
normal
| 0
|
0.156213
| 1,466,967
| 11,419
| 2
| 0
| 3
| 1
| 0
| 0
| 0
| 417
| 51
| 0.616625
| 0.894854
|
dos
| 1
|
79.27191
| 21,706
| 64,180
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 271
| 33
| 0.001486
| 0.428007
|
normal
| 0
|
1.062551
| 1,294,826
| 36,338
| 4
| 0
| 3
| 0
| 1
| 0
| 0
| 239
| 55
| 0.656991
| 0.856815
|
dos
| 1
|
104.012062
| 27,005
| 46,088
| 0
| 2
| 4
| 2
| 0
| 0
| 0
| 58
| 23
| 0.041429
| 0.35981
|
normal
| 0
|
100.782256
| 13,656
| 88,215
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 386
| 37
| 0.110633
| 0.265003
|
normal
| 0
|
15.558439
| 13,544
| 41,619
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 312
| 83
| 0.04925
| 0.469764
|
normal
| 0
|
42.922678
| 47,874
| 62,937
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 164
| 86
| 0.09538
| 0.513814
|
normal
| 0
|
88.16453
| 14,203
| 17,348
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 342
| 51
| 0.165024
| 0.008675
|
normal
| 0
|
4.328089
| 37,304
| 92,186
| 0
| 1
| 4
| 17
| 1
| 0
| 0
| 390
| 12
| 0.114726
| 0.701717
|
r2l
| 1
|
191.544268
| 121
| 81,831
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 411
| 98
| 0.112097
| 0.144198
|
normal
| 0
|
3.955318
| 16,073
| 72,902
| 2
| 1
| 26
| 0
| 1
| 0
| 0
| 234
| 45
| 0.189773
| 0.251277
|
probe
| 1
|
10.851818
| 40,185
| 84,050
| 0
| 0
| 1
| 0
| 1
| 0
| 0
| 358
| 79
| 0.063625
| 0.673111
|
normal
| 0
|
9.387079
| 18,488
| 81,489
| 1
| 2
| 3
| 1
| 1
| 8
| 1
| 29
| 76
| 0.15558
| 0.973326
|
u2r
| 1
|
75.100328
| 6,812
| 44,174
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 80
| 46
| 0.174179
| 0.932613
|
normal
| 0
|
3.668442
| 12,244
| 92,256
| 0
| 1
| 1
| 5
| 1
| 0
| 0
| 384
| 77
| 0.170763
| 0.98086
|
r2l
| 1
|
51.70798
| 28,562
| 37,734
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 249
| 51
| 0.087025
| 0.042484
|
normal
| 0
|
18.237312
| 824,719
| 85,426
| 1
| 1
| 3
| 0
| 0
| 0
| 0
| 99
| 36
| 0.820123
| 0.34669
|
dos
| 1
|
13.539562
| 3,878
| 7,719
| 2
| 0
| 25
| 0
| 1
| 0
| 0
| 63
| 24
| 0.085529
| 0.023617
|
probe
| 1
|
7.072936
| 30,784
| 41,188
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 41
| 70
| 0.014934
| 0.786398
|
normal
| 0
|
32.890951
| 8,636
| 17,402
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 170
| 22
| 0.183921
| 0.558893
|
normal
| 0
|
3.990115
| 26,405
| 74,948
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 70
| 77
| 0.145204
| 0.010763
|
normal
| 0
|
7.79641
| 49,152
| 32,228
| 2
| 1
| 1
| 3
| 1
| 0
| 0
| 319
| 75
| 0.161494
| 0.770347
|
r2l
| 1
|
43.599631
| 24,561
| 68,415
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 354
| 64
| 0.046395
| 0.214937
|
normal
| 0
|
21.669397
| 3,431
| 46,982
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 363
| 49
| 0.116121
| 0.235827
|
normal
| 0
|
31.247469
| 4,395
| 36,125
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 489
| 31
| 0.0295
| 0.60445
|
normal
| 0
|
172.007431
| 22,927
| 47,562
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 62
| 59
| 0.152905
| 0.026442
|
normal
| 0
|
6.53184
| 4,410,667
| 32,307
| 2
| 0
| 0
| 2
| 1
| 0
| 0
| 290
| 36
| 0.539593
| 0.723731
|
dos
| 1
|
151.518906
| 44,667
| 81,764
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 371
| 83
| 0.108459
| 0.323764
|
normal
| 0
|
112.408587
| 19,791
| 5,734
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 153
| 98
| 0.077571
| 0.431185
|
normal
| 0
|
11.377087
| 15,173
| 44,064
| 4
| 0
| 10
| 1
| 0
| 0
| 0
| 92
| 89
| 0.180616
| 0.014982
|
probe
| 1
|
79.088382
| 49,791
| 34,314
| 0
| 2
| 1
| 1
| 1
| 0
| 0
| 422
| 59
| 0.091736
| 0.230124
|
normal
| 0
|
58.777076
| 48,099
| 79,227
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 174
| 87
| 0.061165
| 0.594968
|
normal
| 0
|
13.74193
| 10,585
| 67,147
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 490
| 74
| 0.00375
| 0.346942
|
normal
| 0
|
237.715048
| 43,120
| 3,977
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 397
| 17
| 0.12544
| 0.480506
|
normal
| 0
|
84.308202
| 13,365
| 37,875
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 141
| 91
| 0.100952
| 0.42286
|
normal
| 0
|
11.042033
| 9,942,051
| 53,301
| 4
| 1
| 2
| 1
| 0
| 0
| 0
| 423
| 71
| 0.545654
| 0.461319
|
dos
| 1
|
173.628604
| 33,153
| 96,352
| 0
| 0
| 4
| 1
| 0
| 0
| 0
| 186
| 92
| 0.116067
| 0.23741
|
normal
| 0
|
8.313808
| 5,833
| 94,712
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 99
| 59
| 0.151817
| 0.039912
|
normal
| 0
|
23.227343
| 48,148
| 37,380
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 67
| 14
| 0.022567
| 0.331567
|
normal
| 0
|
15.695925
| 16,596
| 24,046
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 182
| 15
| 0.006228
| 0.348467
|
normal
| 0
|
3.061153
| 2,872,194
| 43,287
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 484
| 89
| 0.896766
| 0.602854
|
dos
| 1
|
198.374327
| 7,026
| 20,895
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 124
| 68
| 0.170947
| 0.959431
|
normal
| 0
|
75.071593
| 43,866
| 14,325
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 309
| 25
| 0.190842
| 0.269702
|
normal
| 0
|
11.001363
| 26,175
| 97,385
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 435
| 78
| 0.04739
| 0.464296
|
normal
| 0
|
14.573888
| 1,663
| 98,859
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 29
| 42
| 0.069855
| 0.31747
|
normal
| 0
|
167.95858
| 15,927
| 24,781
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 342
| 9
| 0.193476
| 0.26243
|
normal
| 0
|
264.775697
| 46,567
| 14,226
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 327
| 17
| 0.062517
| 0.721984
|
normal
| 0
|
22.248837
| 13,991
| 20,247
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 62
| 31
| 0.124759
| 0.031682
|
normal
| 0
|
4.00906
| 2,674,455
| 16,501
| 0
| 1
| 1
| 2
| 1
| 0
| 0
| 133
| 18
| 0.539942
| 0.791341
|
dos
| 1
|
40.190083
| 39,557
| 51,679
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 307
| 15
| 0.172108
| 0.833939
|
normal
| 0
|
9.4676
| 21,038
| 36,529
| 2
| 1
| 22
| 1
| 1
| 0
| 0
| 317
| 33
| 0.143899
| 0.687585
|
probe
| 1
|
1.275816
| 8,762
| 76,628
| 3
| 1
| 18
| 0
| 0
| 0
| 0
| 491
| 78
| 0.033547
| 0.269553
|
probe
| 1
|
67.631417
| 19,398
| 21,874
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 38
| 38
| 0.109999
| 0.926814
|
normal
| 0
|
102.683348
| 35,854
| 39,139
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 138
| 70
| 0.091102
| 0.654228
|
normal
| 0
|
53.015265
| 15,686
| 79,128
| 0
| 2
| 2
| 1
| 0
| 0
| 0
| 449
| 26
| 0.154048
| 0.972637
|
normal
| 0
|
42.389522
| 14,126
| 27,277
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 264
| 96
| 0.145529
| 0.376615
|
normal
| 0
|
9.046358
| 8,483,316
| 38,471
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 342
| 56
| 0.946302
| 0.825143
|
dos
| 1
|
147.199408
| 11,554
| 42,008
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 371
| 19
| 0.141174
| 0.217681
|
normal
| 0
|
118.924047
| 9,433
| 55,382
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 122
| 23
| 0.178633
| 0.888143
|
normal
| 0
|
44.742679
| 37,271
| 29,882
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 128
| 50
| 0.154346
| 0.782202
|
normal
| 0
|
38.73052
| 21,143
| 96,867
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 342
| 26
| 0.111588
| 0.895685
|
normal
| 0
|
0.124365
| 17,522
| 68,536
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 186
| 75
| 0.176887
| 0.781303
|
normal
| 0
|
16.935022
| 1,688,247
| 64,495
| 3
| 1
| 0
| 2
| 1
| 0
| 0
| 335
| 77
| 0.509331
| 0.256562
|
dos
| 1
|
97.618811
| 28,543
| 5,515
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 487
| 85
| 0.174845
| 0.233422
|
normal
| 0
|
17.645973
| 7,045,130
| 51,377
| 3
| 1
| 3
| 2
| 1
| 0
| 0
| 286
| 49
| 0.893199
| 0.089842
|
dos
| 1
|
57.05813
| 29,891
| 43,147
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 18
| 42
| 0.163516
| 0.508491
|
normal
| 0
|
175.737103
| 16,538
| 55,139
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 70
| 23
| 0.14093
| 0.4665
|
normal
| 0
|
70.097414
| 25,977
| 12,719
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 374
| 99
| 0.057215
| 0.221801
|
normal
| 0
|
48.530991
| 45,568
| 90,642
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 140
| 94
| 0.198849
| 0.545955
|
normal
| 0
|
17.585016
| 40,280
| 29,039
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 117
| 56
| 0.056597
| 0.184976
|
normal
| 0
|
0.132204
| 3,880,433
| 70,398
| 1
| 1
| 3
| 2
| 1
| 0
| 0
| 359
| 51
| 0.856341
| 0.389523
|
dos
| 1
|
4.376706
| 39,993
| 43,060
| 4
| 0
| 19
| 2
| 0
| 0
| 0
| 366
| 39
| 0.055979
| 0.160052
|
probe
| 1
|
9.70176
| 3,567
| 94,754
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 66
| 15
| 0.092337
| 0.758603
|
normal
| 0
|
104.667963
| 1,594
| 78,490
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 326
| 67
| 0.122873
| 0.760179
|
normal
| 0
|
55.350828
| 37,001
| 99,378
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 440
| 72
| 0.043697
| 0.873101
|
normal
| 0
|
5.604935
| 3,803
| 23,912
| 0
| 1
| 21
| 2
| 1
| 0
| 0
| 214
| 42
| 0.105743
| 0.536162
|
probe
| 1
|
251.225232
| 21,349
| 93,074
| 0
| 0
| 0
| 0
| 0
| 0
| 0
| 172
| 48
| 0.165921
| 0.629673
|
normal
| 0
|
2.691555
| 48,367
| 96,782
| 2
| 0
| 1
| 12
| 1
| 0
| 0
| 388
| 47
| 0.176564
| 0.636781
|
r2l
| 1
|
131.532464
| 49,434
| 99,170
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 182
| 46
| 0.057829
| 0.171021
|
normal
| 0
|
5.825521
| 34,104
| 69,318
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 143
| 42
| 0.031345
| 0.380112
|
normal
| 0
|
9.984147
| 28,897
| 43,092
| 1
| 1
| 26
| 2
| 1
| 0
| 0
| 37
| 38
| 0.064992
| 0.941683
|
probe
| 1
|
140.78857
| 12,527
| 91,304
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 370
| 49
| 0.040757
| 0.295947
|
normal
| 0
|
68.669236
| 41,680
| 20,405
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 161
| 71
| 0.145674
| 0.586103
|
normal
| 0
|
90.029458
| 48,706
| 14,016
| 0
| 0
| 4
| 2
| 0
| 0
| 0
| 286
| 87
| 0.19208
| 0.60906
|
normal
| 0
|
229.212188
| 30,258
| 64,472
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 187
| 54
| 0.06378
| 0.744128
|
normal
| 0
|
22.077083
| 36,995
| 10,269
| 0
| 2
| 0
| 0
| 1
| 0
| 0
| 233
| 49
| 0.062974
| 0.212673
|
normal
| 0
|
10.341409
| 334
| 74,898
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 18
| 99
| 0.141352
| 0.914172
|
normal
| 0
|
24.036636
| 1,027,272
| 13,115
| 1
| 1
| 3
| 2
| 1
| 0
| 0
| 296
| 19
| 0.917327
| 0.977405
|
dos
| 1
|
173.075227
| 29,243
| 16,974
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 398
| 3
| 0.087257
| 0.534913
|
normal
| 0
|
5.9464
| 22,251
| 72,727
| 1
| 1
| 1
| 16
| 1
| 0
| 0
| 363
| 43
| 0.062841
| 0.427457
|
r2l
| 1
|
102.622976
| 1,889
| 60,835
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 499
| 75
| 0.096115
| 0.235853
|
normal
| 0
|
179.104024
| 41,727
| 2,224
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 427
| 84
| 0.140541
| 0.438486
|
normal
| 0
|
120.618928
| 36,891
| 89,274
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 212
| 45
| 0.082904
| 0.94333
|
normal
| 0
|
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