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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.914094
| 31,554
| 57,036
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 403
| 77
| 0.010172
| 0.513095
|
normal
| 0
|
272.755173
| 45,153
| 33,701
| 0
| 1
| 4
| 1
| 1
| 0
| 0
| 315
| 51
| 0.091415
| 0.045904
|
normal
| 0
|
28.192339
| 49,084
| 97,426
| 1
| 1
| 17
| 2
| 1
| 0
| 0
| 222
| 62
| 0.087574
| 0.57772
|
probe
| 1
|
480.101133
| 13,592
| 4,716
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 5
| 13
| 0.101613
| 0.07459
|
normal
| 0
|
0.738369
| 5,359,384
| 53,397
| 3
| 2
| 0
| 1
| 0
| 0
| 0
| 8
| 20
| 0.574669
| 0.797445
|
dos
| 1
|
151.052849
| 15,487
| 78,568
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 459
| 9
| 0.001617
| 0.08848
|
normal
| 0
|
78.27834
| 20,772
| 45,322
| 0
| 1
| 3
| 1
| 1
| 0
| 0
| 50
| 18
| 0.074803
| 0.583172
|
normal
| 0
|
17.605805
| 39,973
| 72,282
| 2
| 0
| 1
| 8
| 1
| 0
| 0
| 62
| 47
| 0.054556
| 0.822173
|
r2l
| 1
|
43.812545
| 38,243
| 14,710
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 393
| 40
| 0.098961
| 0.463722
|
normal
| 0
|
35.311295
| 26,644
| 69,111
| 2
| 1
| 19
| 2
| 0
| 0
| 0
| 347
| 64
| 0.017106
| 0.764388
|
probe
| 1
|
5.757397
| 24,274
| 35,319
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 13
| 25
| 0.143406
| 0.547667
|
normal
| 0
|
6.651121
| 2,571
| 95,450
| 2
| 2
| 8
| 0
| 0
| 0
| 0
| 297
| 15
| 0.152452
| 0.659463
|
probe
| 1
|
46.598616
| 29,477
| 57,338
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 494
| 53
| 0.136977
| 0.435753
|
normal
| 0
|
48.88889
| 39,102
| 30,190
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 406
| 39
| 0.1559
| 0.025772
|
normal
| 0
|
8.918259
| 465,809
| 87,585
| 4
| 2
| 0
| 0
| 1
| 0
| 0
| 395
| 12
| 0.766902
| 0.83761
|
dos
| 1
|
5.857036
| 45,950
| 23,562
| 1
| 1
| 0
| 16
| 1
| 0
| 0
| 147
| 78
| 0.024531
| 0.875234
|
r2l
| 1
|
5.918939
| 39,156
| 90,085
| 2
| 1
| 27
| 1
| 1
| 0
| 0
| 216
| 71
| 0.039816
| 0.338541
|
probe
| 1
|
4.505723
| 8,761,179
| 82,931
| 4
| 2
| 2
| 0
| 0
| 0
| 0
| 246
| 88
| 0.707696
| 0.244905
|
dos
| 1
|
0.170743
| 20,821
| 20,550
| 0
| 2
| 24
| 2
| 0
| 0
| 0
| 52
| 52
| 0.174757
| 0.210791
|
probe
| 1
|
52.474436
| 42,569
| 89,251
| 0
| 1
| 2
| 2
| 1
| 0
| 0
| 241
| 71
| 0.006752
| 0.838415
|
normal
| 0
|
43.636466
| 21,634
| 76,036
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 349
| 46
| 0.193252
| 0.939194
|
normal
| 0
|
10.84604
| 25,448
| 45,751
| 0
| 1
| 2
| 1
| 1
| 0
| 0
| 409
| 39
| 0.138521
| 0.514072
|
normal
| 0
|
78.332112
| 21,663
| 63,108
| 0
| 2
| 3
| 2
| 1
| 0
| 0
| 285
| 95
| 0.197736
| 0.01484
|
normal
| 0
|
35.929451
| 11,964
| 99,164
| 0
| 1
| 4
| 2
| 0
| 0
| 0
| 62
| 43
| 0.036828
| 0.618598
|
normal
| 0
|
108.118879
| 12,278
| 26,010
| 0
| 0
| 1
| 0
| 0
| 0
| 0
| 392
| 60
| 0.164107
| 0.237286
|
normal
| 0
|
38.449248
| 12,488
| 1,439
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 461
| 33
| 0.149564
| 0.429995
|
normal
| 0
|
56.416222
| 11,149
| 36,184
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 429
| 70
| 0.195923
| 0.719489
|
normal
| 0
|
5.378099
| 10,972
| 3,953
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 10
| 33
| 0.023345
| 0.042922
|
normal
| 0
|
489.794117
| 1,878
| 32,609
| 0
| 2
| 1
| 0
| 1
| 0
| 0
| 270
| 59
| 0.16218
| 0.614895
|
normal
| 0
|
70.848497
| 26,695
| 39,528
| 0
| 0
| 1
| 1
| 1
| 0
| 0
| 59
| 22
| 0.108754
| 0.188119
|
normal
| 0
|
6.014951
| 519,063
| 46,433
| 4
| 2
| 3
| 0
| 0
| 0
| 0
| 239
| 82
| 0.615328
| 0.473549
|
dos
| 1
|
7.320787
| 2,725,697
| 42,421
| 0
| 0
| 0
| 0
| 1
| 0
| 0
| 24
| 11
| 0.861682
| 0.417878
|
dos
| 1
|
204.294761
| 372
| 46,099
| 0
| 0
| 2
| 1
| 1
| 0
| 0
| 144
| 50
| 0.085967
| 0.321111
|
normal
| 0
|
148.083423
| 1,601
| 88,823
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 491
| 14
| 0.103767
| 0.116758
|
normal
| 0
|
120.699966
| 10,397
| 39,383
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 75
| 90
| 0.076145
| 0.473288
|
normal
| 0
|
15.020059
| 13,370
| 82,081
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 306
| 74
| 0.077848
| 0.594798
|
normal
| 0
|
107.217606
| 3,676
| 17,441
| 0
| 0
| 3
| 2
| 0
| 0
| 0
| 243
| 96
| 0.053765
| 0.584688
|
normal
| 0
|
145.37101
| 40,496
| 97,394
| 0
| 2
| 1
| 2
| 1
| 0
| 0
| 30
| 12
| 0.182372
| 0.75993
|
normal
| 0
|
84.961168
| 45,200
| 17,837
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 308
| 96
| 0.060981
| 0.31859
|
normal
| 0
|
223.258344
| 14,726
| 4,826
| 0
| 0
| 0
| 1
| 0
| 0
| 0
| 130
| 39
| 0.045272
| 0.988503
|
normal
| 0
|
2.538248
| 1,381
| 56,049
| 4
| 0
| 2
| 14
| 0
| 0
| 0
| 418
| 97
| 0.193357
| 0.381459
|
r2l
| 1
|
4.448974
| 48,998
| 46,100
| 0
| 0
| 1
| 16
| 0
| 0
| 0
| 488
| 77
| 0.001669
| 0.013245
|
r2l
| 1
|
203.691664
| 17,753
| 19,168
| 0
| 2
| 2
| 2
| 1
| 0
| 0
| 107
| 44
| 0.156772
| 0.214021
|
normal
| 0
|
98.18918
| 4,435
| 86,187
| 0
| 2
| 4
| 1
| 0
| 0
| 0
| 399
| 53
| 0.044934
| 0.46177
|
normal
| 0
|
0.144827
| 11,776
| 76,963
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 36
| 31
| 0.046054
| 0.522772
|
normal
| 0
|
43.561211
| 25,827
| 39,734
| 0
| 1
| 3
| 0
| 0
| 0
| 0
| 13
| 79
| 0.154254
| 0.543907
|
normal
| 0
|
4.533447
| 29,047
| 4,294
| 4
| 2
| 0
| 3
| 1
| 0
| 0
| 261
| 81
| 0.067956
| 0.874929
|
r2l
| 1
|
2.769963
| 10,757
| 18,481
| 0
| 1
| 3
| 0
| 1
| 0
| 0
| 419
| 24
| 0.158728
| 0.326035
|
normal
| 0
|
9.010435
| 8,747,853
| 97,777
| 2
| 0
| 1
| 1
| 1
| 0
| 0
| 241
| 14
| 0.926846
| 0.759932
|
dos
| 1
|
33.025461
| 34,443
| 75,193
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 171
| 78
| 0.155711
| 0.600542
|
normal
| 0
|
18.050835
| 25,508
| 23,881
| 2
| 2
| 1
| 0
| 0
| 7
| 1
| 379
| 89
| 0.014599
| 0.317645
|
u2r
| 1
|
231.747116
| 42,429
| 53,541
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 350
| 36
| 0.145307
| 0.725077
|
normal
| 0
|
13.833999
| 2,694,921
| 69,577
| 3
| 1
| 1
| 1
| 0
| 0
| 0
| 469
| 42
| 0.738912
| 0.278904
|
dos
| 1
|
80.572674
| 8,859
| 68,154
| 0
| 0
| 4
| 2
| 1
| 0
| 0
| 392
| 10
| 0.167489
| 0.408831
|
normal
| 0
|
40.34791
| 12,547
| 15,532
| 0
| 0
| 4
| 0
| 0
| 0
| 0
| 263
| 15
| 0.037155
| 0.373398
|
normal
| 0
|
27.936563
| 14,245
| 12,441
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 76
| 7
| 0.11058
| 0.020793
|
normal
| 0
|
168.859939
| 28,867
| 16,093
| 0
| 0
| 0
| 1
| 1
| 0
| 0
| 305
| 17
| 0.126669
| 0.073505
|
normal
| 0
|
11.502827
| 14,860
| 7,659
| 2
| 0
| 0
| 9
| 1
| 0
| 0
| 271
| 79
| 0.006835
| 0.099186
|
r2l
| 1
|
8.865711
| 45,056
| 73,664
| 3
| 2
| 27
| 0
| 1
| 0
| 0
| 62
| 68
| 0.137954
| 0.774089
|
probe
| 1
|
18.474209
| 3,287
| 64,480
| 4
| 0
| 24
| 0
| 1
| 0
| 0
| 147
| 48
| 0.119065
| 0.38635
|
probe
| 1
|
10.945811
| 17,082
| 64,778
| 0
| 1
| 0
| 0
| 1
| 0
| 0
| 167
| 37
| 0.096599
| 0.628565
|
normal
| 0
|
8.56785
| 3,910,926
| 39,857
| 2
| 1
| 3
| 0
| 0
| 0
| 0
| 129
| 10
| 0.697159
| 0.902358
|
dos
| 1
|
86.161622
| 41,103
| 87,679
| 0
| 2
| 3
| 2
| 0
| 0
| 0
| 94
| 83
| 0.150571
| 0.523408
|
normal
| 0
|
135.672026
| 47,798
| 17,081
| 0
| 2
| 0
| 2
| 0
| 0
| 0
| 490
| 50
| 0.142205
| 0.850358
|
normal
| 0
|
26.766515
| 46,167
| 20,341
| 0
| 1
| 2
| 2
| 0
| 0
| 0
| 401
| 40
| 0.103349
| 0.946144
|
normal
| 0
|
34.718795
| 14,134
| 13,729
| 0
| 1
| 1
| 1
| 0
| 0
| 0
| 365
| 83
| 0.04003
| 0.195171
|
normal
| 0
|
84.285708
| 18,365
| 24,293
| 0
| 2
| 2
| 0
| 0
| 0
| 0
| 247
| 74
| 0.080503
| 0.812969
|
normal
| 0
|
408.20056
| 39,020
| 12,559
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 152
| 72
| 0.10898
| 0.734481
|
normal
| 0
|
24.525264
| 30,720
| 43,450
| 0
| 0
| 1
| 2
| 1
| 0
| 0
| 485
| 32
| 0.095981
| 0.920492
|
normal
| 0
|
5.445678
| 8,970,136
| 49,960
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 285
| 86
| 0.980782
| 0.630455
|
dos
| 1
|
125.296185
| 34,751
| 39,323
| 0
| 2
| 0
| 2
| 1
| 0
| 0
| 425
| 39
| 0.053618
| 0.734358
|
normal
| 0
|
174.917176
| 23,840
| 1,038
| 0
| 2
| 3
| 0
| 1
| 0
| 0
| 62
| 73
| 0.047191
| 0.330409
|
normal
| 0
|
9.391655
| 22,435
| 63,567
| 0
| 2
| 0
| 1
| 0
| 0
| 0
| 219
| 71
| 0.064774
| 0.196628
|
normal
| 0
|
35.727539
| 6,970
| 96,941
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 363
| 36
| 0.082406
| 0.43659
|
normal
| 0
|
5.947009
| 2,262
| 74,271
| 0
| 2
| 4
| 2
| 1
| 0
| 0
| 348
| 77
| 0.133206
| 0.730826
|
normal
| 0
|
46.449403
| 48,729
| 44,736
| 0
| 2
| 4
| 1
| 1
| 0
| 0
| 11
| 21
| 0.002958
| 0.577153
|
normal
| 0
|
397.867896
| 45,543
| 30,280
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 232
| 88
| 0.158687
| 0.242625
|
normal
| 0
|
11.12367
| 6,682
| 26,877
| 0
| 2
| 2
| 1
| 1
| 0
| 0
| 261
| 78
| 0.019216
| 0.320418
|
normal
| 0
|
82.638783
| 29,681
| 53,993
| 0
| 1
| 1
| 0
| 1
| 0
| 0
| 430
| 25
| 0.033776
| 0.847029
|
normal
| 0
|
0.347938
| 5,144,211
| 71,818
| 0
| 1
| 3
| 2
| 0
| 0
| 0
| 275
| 13
| 0.620817
| 0.800234
|
dos
| 1
|
124.71685
| 38,911
| 74,437
| 0
| 1
| 4
| 1
| 0
| 0
| 0
| 490
| 65
| 0.008316
| 0.655639
|
normal
| 0
|
21.964056
| 46,498
| 17,697
| 0
| 0
| 3
| 0
| 0
| 0
| 0
| 376
| 42
| 0.168227
| 0.639127
|
normal
| 0
|
8.65648
| 4,443,986
| 37,169
| 2
| 2
| 2
| 1
| 0
| 0
| 0
| 120
| 54
| 0.62111
| 0.54119
|
dos
| 1
|
41.100716
| 25,551
| 45,227
| 0
| 2
| 0
| 0
| 0
| 0
| 0
| 114
| 81
| 0.145148
| 0.34946
|
normal
| 0
|
147.422673
| 24,355
| 60,099
| 0
| 1
| 2
| 0
| 0
| 0
| 0
| 239
| 67
| 0.029243
| 0.573292
|
normal
| 0
|
22.046757
| 3,615
| 40,113
| 4
| 2
| 26
| 1
| 0
| 0
| 0
| 220
| 26
| 0.055456
| 0.260608
|
probe
| 1
|
26.115569
| 40,695
| 45,662
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 122
| 78
| 0.154876
| 0.357293
|
normal
| 0
|
0.850045
| 16,511
| 23,380
| 0
| 2
| 3
| 0
| 0
| 0
| 0
| 370
| 4
| 0.085798
| 0.974707
|
normal
| 0
|
345.506861
| 735
| 75,500
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 439
| 12
| 0.095404
| 0.687217
|
normal
| 0
|
89.684503
| 46,577
| 26,015
| 0
| 1
| 0
| 1
| 0
| 0
| 0
| 429
| 74
| 0.02942
| 0.004757
|
normal
| 0
|
127.26073
| 43,184
| 61,750
| 0
| 1
| 0
| 0
| 0
| 0
| 0
| 188
| 11
| 0.186473
| 0.433968
|
normal
| 0
|
105.378187
| 33,454
| 88,653
| 0
| 0
| 3
| 2
| 1
| 0
| 0
| 92
| 4
| 0.197509
| 0.670492
|
normal
| 0
|
15.591088
| 3,722
| 85,235
| 0
| 1
| 2
| 0
| 1
| 0
| 0
| 391
| 52
| 0.146065
| 0.783225
|
normal
| 0
|
90.371992
| 45,389
| 64,219
| 0
| 0
| 2
| 2
| 1
| 0
| 0
| 305
| 79
| 0.146155
| 0.656441
|
normal
| 0
|
14.089051
| 23,899
| 90,520
| 0
| 0
| 2
| 0
| 1
| 0
| 0
| 297
| 68
| 0.036528
| 0.94708
|
normal
| 0
|
51.288851
| 30,749
| 81,115
| 0
| 1
| 4
| 2
| 1
| 0
| 0
| 164
| 57
| 0.075764
| 0.308823
|
normal
| 0
|
84.156166
| 19,954
| 70,350
| 0
| 0
| 0
| 2
| 0
| 0
| 0
| 441
| 48
| 0.062082
| 0.921015
|
normal
| 0
|
81.844086
| 20,198
| 32,179
| 0
| 2
| 1
| 0
| 0
| 0
| 0
| 155
| 17
| 0.029572
| 0.609571
|
normal
| 0
|
12.6781
| 12,301
| 96,439
| 0
| 0
| 1
| 2
| 0
| 0
| 0
| 342
| 35
| 0.057499
| 0.066958
|
normal
| 0
|
5.501096
| 3,570
| 86,642
| 1
| 0
| 5
| 0
| 0
| 0
| 0
| 459
| 93
| 0.178306
| 0.858095
|
probe
| 1
|
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