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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101.540873
| 22,384
| 41,732
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 413
| 30
| 0.044248
| 0.319005
|
normal
| 0
|
64.832138
| 36,191
| 87,448
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 200
| 90
| 0.123004
| 0.350929
|
normal
| 0
|
272.670678
| 40,514
| 26,026
| 0
| 1
| 1
| 2
| 0
| 0
| 0
| 188
| 93
| 0.061681
| 0.959394
|
normal
| 0
|
17.426178
| 11,791
| 86,670
| 0
| 0
| 8
| 0
| 1
| 0
| 0
| 373
| 45
| 0.157241
| 0.210425
|
probe
| 1
|
129.523473
| 1,665
| 24,255
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 456
| 98
| 0.179666
| 0.752618
|
normal
| 0
|
24.825297
| 9,532,123
| 5,790
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 131
| 63
| 0.531544
| 0.184602
|
dos
| 1
|
9.890858
| 21,103
| 10,476
| 2
| 0
| 9
| 0
| 0
| 0
| 0
| 246
| 89
| 0.120308
| 0.415921
|
probe
| 1
|
18.346852
| 7,059,445
| 65,106
| 3
| 1
| 2
| 2
| 0
| 0
| 0
| 222
| 33
| 0.879501
| 0.690138
|
dos
| 1
|
67.566725
| 40,235
| 32,555
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 10
| 9
| 0.126107
| 0.717792
|
normal
| 0
|
113.595088
| 4,219
| 19,422
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 200
| 80
| 0.065769
| 0.789313
|
normal
| 0
|
15.765496
| 47,966
| 55,982
| 0
| 0
| 0
| 2
| 1
| 0
| 0
| 313
| 9
| 0.09987
| 0.114798
|
normal
| 0
|
29.814181
| 18,138
| 57,407
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 71
| 15
| 0.158808
| 0.319818
|
normal
| 0
|
88.214808
| 42,673
| 26,902
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 230
| 64
| 0.103291
| 0.478453
|
normal
| 0
|
38.423302
| 48,662
| 49,201
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 231
| 9
| 0.0595
| 0.208432
|
normal
| 0
|
69.253321
| 341
| 45,270
| 0
| 0
| 4
| 0
| 1
| 0
| 0
| 403
| 50
| 0.12979
| 0.729379
|
normal
| 0
|
46.841321
| 4,432
| 46,716
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 398
| 22
| 0.13956
| 0.919729
|
normal
| 0
|
102.319076
| 35,937
| 38,947
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 434
| 52
| 0.159834
| 0.71904
|
normal
| 0
|
66.776283
| 41,353
| 50,826
| 0
| 0
| 3
| 1
| 1
| 0
| 0
| 289
| 79
| 0.134456
| 0.412687
|
normal
| 0
|
18.302678
| 7,408,102
| 1,591
| 1
| 1
| 0
| 0
| 1
| 0
| 0
| 448
| 91
| 0.966283
| 0.451007
|
dos
| 1
|
4.468781
| 9,108,062
| 4,344
| 4
| 2
| 1
| 0
| 1
| 0
| 0
| 380
| 1
| 0.651928
| 0.844386
|
dos
| 1
|
54.839174
| 37,173
| 82,653
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 367
| 40
| 0.129019
| 0.412086
|
normal
| 0
|
41.8092
| 25,463
| 5,956
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 92
| 71
| 0.018044
| 0.601548
|
normal
| 0
|
9.887796
| 18,760
| 19,236
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 468
| 74
| 0.176134
| 0.398793
|
normal
| 0
|
24.893543
| 45,565
| 16,851
| 0
| 2
| 2
| 0
| 1
| 0
| 0
| 40
| 88
| 0.013115
| 0.604158
|
normal
| 0
|
25.330936
| 44,374
| 19,192
| 0
| 2
| 4
| 0
| 0
| 0
| 0
| 492
| 35
| 0.199842
| 0.811711
|
normal
| 0
|
2.666726
| 47,973
| 57,853
| 2
| 2
| 20
| 2
| 1
| 0
| 0
| 193
| 39
| 0.15869
| 0.937608
|
probe
| 1
|
56.653739
| 12,845
| 56,713
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 474
| 90
| 0.198369
| 0.983864
|
normal
| 0
|
4.297624
| 35,469
| 35,541
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 458
| 9
| 0.169453
| 0.070585
|
normal
| 0
|
14.944788
| 10,123
| 2,857
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 32
| 50
| 0.047675
| 0.436572
|
normal
| 0
|
8.233072
| 14,316
| 19,613
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 497
| 35
| 0.036993
| 0.402231
|
normal
| 0
|
88.884433
| 25,061
| 68,701
| 0
| 0
| 2
| 0
| 0
| 0
| 0
| 160
| 36
| 0.046903
| 0.932158
|
normal
| 0
|
20.655871
| 30,207
| 87,829
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 20
| 70
| 0.047273
| 0.041383
|
normal
| 0
|
69.026661
| 49,779
| 99,813
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 253
| 41
| 0.103467
| 0.375451
|
normal
| 0
|
46.213398
| 34,279
| 77,797
| 0
| 1
| 1
| 1
| 1
| 0
| 0
| 36
| 73
| 0.107612
| 0.890582
|
normal
| 0
|
162.901009
| 20,681
| 16,549
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 478
| 22
| 0.170025
| 0.874291
|
normal
| 0
|
38.638279
| 16,873
| 11,633
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 290
| 22
| 0.057964
| 0.924606
|
normal
| 0
|
61.297922
| 9,517
| 91,513
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 33
| 74
| 0.048357
| 0.294459
|
normal
| 0
|
11.829776
| 20,122
| 97,101
| 0
| 2
| 0
| 17
| 1
| 0
| 0
| 462
| 8
| 0.063524
| 0.184335
|
r2l
| 1
|
56.801558
| 3,892
| 99,718
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 22
| 97
| 0.010516
| 0.612913
|
normal
| 0
|
157.607826
| 17,324
| 75,103
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 476
| 97
| 0.014338
| 0.527712
|
normal
| 0
|
108.377596
| 42,437
| 76,787
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 30
| 26
| 0.061418
| 0.675499
|
normal
| 0
|
52.852995
| 30,551
| 39,457
| 0
| 1
| 3
| 1
| 0
| 0
| 0
| 447
| 89
| 0.149156
| 0.184814
|
normal
| 0
|
70.114291
| 334
| 73,790
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 369
| 95
| 0.114403
| 0.968725
|
normal
| 0
|
341.743213
| 49,365
| 65,025
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 303
| 53
| 0.044359
| 0.24395
|
normal
| 0
|
12.937475
| 2,569,087
| 68,285
| 2
| 2
| 4
| 1
| 1
| 0
| 0
| 264
| 82
| 0.972552
| 0.441046
|
dos
| 1
|
235.382814
| 22,563
| 53,126
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 284
| 58
| 0.08287
| 0.738688
|
normal
| 0
|
19.693806
| 3,238
| 64,094
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 85
| 32
| 0.16812
| 0.953016
|
normal
| 0
|
66.016929
| 17,292
| 9,734
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 73
| 14
| 0.179994
| 0.513066
|
normal
| 0
|
8.693143
| 5,259
| 30,421
| 0
| 1
| 25
| 0
| 1
| 0
| 0
| 429
| 46
| 0.160722
| 0.189915
|
probe
| 1
|
38.951114
| 49,662
| 69,939
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 121
| 63
| 0.195605
| 0.622
|
normal
| 0
|
343.158025
| 28,762
| 7,672
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 208
| 9
| 0.073679
| 0.124379
|
normal
| 0
|
10.211854
| 38,552
| 90,209
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 440
| 37
| 0.000813
| 0.448169
|
normal
| 0
|
232.966004
| 42,120
| 40,806
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 476
| 71
| 0.009193
| 0.160966
|
normal
| 0
|
58.916944
| 166
| 29,737
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 439
| 51
| 0.18428
| 0.239981
|
normal
| 0
|
7.66048
| 6,646
| 31,035
| 0
| 2
| 0
| 1
| 1
| 0
| 0
| 321
| 78
| 0.137154
| 0.87969
|
normal
| 0
|
211.628473
| 14,085
| 29,425
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 101
| 19
| 0.032609
| 0.66851
|
normal
| 0
|
29.027237
| 8,287
| 3,455
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 242
| 17
| 0.136445
| 0.727021
|
normal
| 0
|
2.250139
| 22,437
| 11,367
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 133
| 45
| 0.184822
| 0.173194
|
normal
| 0
|
14.595928
| 12,269
| 46,838
| 0
| 1
| 4
| 0
| 0
| 0
| 0
| 311
| 86
| 0.121574
| 0.943207
|
normal
| 0
|
2.063035
| 46,231
| 23,887
| 1
| 2
| 14
| 1
| 1
| 0
| 0
| 12
| 53
| 0.154128
| 0.064887
|
probe
| 1
|
380.818065
| 10,765
| 19,021
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 138
| 98
| 0.179832
| 0.94643
|
normal
| 0
|
11.817802
| 4,404
| 34,792
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 210
| 72
| 0.118809
| 0.251302
|
normal
| 0
|
61.980016
| 34,878
| 2,981
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 207
| 41
| 0.182857
| 0.06359
|
normal
| 0
|
19.922752
| 16,100
| 1,305
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 301
| 48
| 0.165486
| 0.468013
|
normal
| 0
|
8.703268
| 1,058,281
| 35,869
| 4
| 0
| 1
| 0
| 0
| 0
| 0
| 450
| 99
| 0.80706
| 0.497511
|
dos
| 1
|
12.563
| 34,756
| 91,901
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 375
| 74
| 0.050235
| 0.795291
|
normal
| 0
|
27.422864
| 31,865
| 96,936
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 376
| 57
| 0.186935
| 0.643062
|
normal
| 0
|
21.866107
| 16,852
| 7,014
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 244
| 74
| 0.124887
| 0.375732
|
normal
| 0
|
80.412294
| 1,862
| 31,112
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 119
| 50
| 0.045745
| 0.612007
|
normal
| 0
|
206.501879
| 17,477
| 15,391
| 0
| 0
| 1
| 1
| 0
| 0
| 0
| 336
| 2
| 0.016441
| 0.60366
|
normal
| 0
|
71.557727
| 17,671
| 88,759
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 360
| 53
| 0.193811
| 0.93482
|
normal
| 0
|
6.000848
| 49,628
| 71,220
| 0
| 1
| 0
| 2
| 1
| 0
| 0
| 329
| 70
| 0.078846
| 0.035483
|
normal
| 0
|
1.89288
| 5,813,626
| 3,974
| 4
| 0
| 3
| 1
| 1
| 0
| 0
| 349
| 28
| 0.558063
| 0.653249
|
dos
| 1
|
159.71191
| 49,935
| 2,966
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 336
| 81
| 0.175613
| 0.756138
|
normal
| 0
|
12.454477
| 1,584,831
| 43,856
| 1
| 0
| 3
| 0
| 1
| 0
| 0
| 460
| 97
| 0.912072
| 0.58267
|
dos
| 1
|
3.813684
| 3,458,772
| 21,427
| 1
| 1
| 2
| 0
| 0
| 0
| 0
| 462
| 77
| 0.95078
| 0.870977
|
dos
| 1
|
7.754567
| 3,516,202
| 68,756
| 1
| 2
| 4
| 2
| 1
| 0
| 0
| 488
| 93
| 0.65249
| 0.961449
|
dos
| 1
|
137.076092
| 24,941
| 50,251
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 252
| 59
| 0.194161
| 0.247615
|
normal
| 0
|
89.570513
| 35,350
| 37,845
| 0
| 0
| 2
| 2
| 0
| 0
| 0
| 294
| 6
| 0.198384
| 0.870072
|
normal
| 0
|
19.24255
| 6,963,863
| 61,846
| 4
| 1
| 4
| 1
| 0
| 0
| 0
| 161
| 56
| 0.711874
| 0.513169
|
dos
| 1
|
28.698884
| 49,976
| 52,804
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 366
| 83
| 0.111652
| 0.698488
|
normal
| 0
|
40.382135
| 19,324
| 96,529
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 61
| 84
| 0.114568
| 0.255556
|
normal
| 0
|
9.705497
| 21,830
| 80,612
| 2
| 1
| 28
| 1
| 0
| 0
| 0
| 217
| 97
| 0.059449
| 0.826705
|
probe
| 1
|
2.683051
| 18,907
| 70,180
| 3
| 2
| 19
| 0
| 0
| 0
| 0
| 215
| 22
| 0.036614
| 0.471305
|
probe
| 1
|
231.91762
| 21,865
| 9,862
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 455
| 8
| 0.167075
| 0.704396
|
normal
| 0
|
86.876686
| 27,089
| 38,972
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 47
| 2
| 0.162738
| 0.867733
|
normal
| 0
|
13.158639
| 13,154
| 74,240
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 353
| 63
| 0.143182
| 0.628582
|
normal
| 0
|
5.183814
| 4,342,333
| 91,195
| 2
| 2
| 3
| 2
| 0
| 0
| 0
| 263
| 20
| 0.65444
| 0.602799
|
dos
| 1
|
3.446248
| 38,917
| 54,149
| 2
| 1
| 6
| 1
| 1
| 0
| 0
| 213
| 10
| 0.128055
| 0.065743
|
probe
| 1
|
54.225712
| 42,124
| 22,907
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 11
| 30
| 0.126245
| 0.685207
|
normal
| 0
|
199.059998
| 6,097
| 93,726
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 466
| 32
| 0.055934
| 0.357892
|
normal
| 0
|
1.213188
| 40,292
| 26,375
| 4
| 1
| 28
| 0
| 1
| 0
| 0
| 203
| 68
| 0.118957
| 0.857455
|
probe
| 1
|
84.611691
| 6,886
| 98,253
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 341
| 31
| 0.005575
| 0.448191
|
normal
| 0
|
185.695138
| 46,281
| 20,342
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 499
| 75
| 0.107806
| 0.84729
|
normal
| 0
|
3.913398
| 21,822
| 47,502
| 2
| 1
| 0
| 7
| 1
| 0
| 0
| 493
| 77
| 0.083079
| 0.864563
|
r2l
| 1
|
66.518843
| 11,184
| 77,830
| 0
| 1
| 2
| 1
| 0
| 0
| 0
| 467
| 68
| 0.041206
| 0.688234
|
normal
| 0
|
102.078524
| 21,518
| 78,752
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 219
| 98
| 0.045645
| 0.078323
|
normal
| 0
|
0.298458
| 4,565
| 20,392
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 396
| 55
| 0.119429
| 0.251066
|
normal
| 0
|
29.198908
| 5,046
| 1,976
| 0
| 2
| 3
| 1
| 1
| 0
| 0
| 194
| 22
| 0.145807
| 0.266249
|
normal
| 0
|
0.97442
| 359,850
| 65,528
| 0
| 1
| 0
| 1
| 1
| 0
| 0
| 198
| 40
| 0.557192
| 0.754406
|
dos
| 1
|
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