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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56.730272 | 33,572 | 5,956 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 14 | 5 | 0.19249 | 0.875063 | normal | 0 |
67.034803 | 10,060 | 61,409 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 125 | 26 | 0.151261 | 0.824654 | normal | 0 |
6.668761 | 33,937 | 85,264 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 472 | 61 | 0.077296 | 0.388129 | normal | 0 |
3.827399 | 5,145,288 | 7,579 | 4 | 0 | 3 | 0 | 0 | 0 | 0 | 38 | 54 | 0.698232 | 0.6599 | dos | 1 |
55.568295 | 26,959 | 8,227 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 120 | 86 | 0.079815 | 0.910914 | normal | 0 |
124.66864 | 40,596 | 78,245 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 256 | 61 | 0.160013 | 0.718294 | normal | 0 |
6.03303 | 22,964 | 19,933 | 2 | 1 | 17 | 1 | 0 | 0 | 0 | 251 | 90 | 0.197265 | 0.380028 | probe | 1 |
7.192501 | 9,864,554 | 87,541 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 165 | 6 | 0.757504 | 0.482355 | dos | 1 |
12.483827 | 9,060 | 55,877 | 4 | 2 | 0 | 10 | 0 | 0 | 0 | 344 | 57 | 0.000132 | 0.968564 | r2l | 1 |
3.195207 | 3,353,908 | 17,817 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 96 | 72 | 0.986037 | 0.073768 | dos | 1 |
19.717181 | 47,742 | 29,134 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 190 | 48 | 0.09247 | 0.205571 | normal | 0 |
107.06466 | 44,783 | 80 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 22 | 73 | 0.175245 | 0.89998 | normal | 0 |
3.959767 | 8,551 | 42,462 | 4 | 1 | 1 | 8 | 1 | 0 | 0 | 140 | 7 | 0.152524 | 0.091079 | r2l | 1 |
5.842772 | 23,130 | 87,425 | 0 | 2 | 17 | 0 | 1 | 0 | 0 | 203 | 26 | 0.023253 | 0.605873 | probe | 1 |
93.313568 | 39,603 | 78,243 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 369 | 41 | 0.052109 | 0.613563 | normal | 0 |
52.75106 | 48,494 | 52,663 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 93 | 44 | 0.05529 | 0.132606 | normal | 0 |
37.48102 | 26,263 | 55,330 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 131 | 18 | 0.080969 | 0.209682 | normal | 0 |
7.857012 | 7,868,031 | 84,862 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 68 | 98 | 0.936157 | 0.190845 | dos | 1 |
13.462908 | 24,759 | 90,906 | 3 | 2 | 4 | 0 | 1 | 2 | 1 | 275 | 24 | 0.152162 | 0.827338 | u2r | 1 |
68.672023 | 20,989 | 24,759 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 35 | 1 | 0.086986 | 0.663689 | normal | 0 |
34.277274 | 5,375 | 25,747 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 396 | 5 | 0.190969 | 0.589203 | normal | 0 |
147.020745 | 22,955 | 50,439 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 330 | 33 | 0.118639 | 0.989246 | normal | 0 |
20.679842 | 47,141 | 95,047 | 2 | 0 | 2 | 9 | 1 | 0 | 0 | 10 | 56 | 0.085972 | 0.709222 | r2l | 1 |
5.661116 | 127,442 | 36,328 | 4 | 2 | 4 | 1 | 1 | 0 | 0 | 394 | 49 | 0.702562 | 0.944232 | dos | 1 |
5.323269 | 8,646,376 | 7,793 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 209 | 80 | 0.769108 | 0.444189 | dos | 1 |
13.342162 | 22,724 | 75,610 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 215 | 33 | 0.164663 | 0.810485 | normal | 0 |
376.625603 | 18,714 | 49,433 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 399 | 89 | 0.018491 | 0.280609 | normal | 0 |
423.44546 | 44,458 | 70,246 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 13 | 23 | 0.103044 | 0.280746 | normal | 0 |
276.017773 | 20,231 | 40,541 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 15 | 6 | 0.136529 | 0.823275 | normal | 0 |
0.312669 | 995 | 16,700 | 2 | 0 | 16 | 2 | 0 | 0 | 0 | 136 | 94 | 0.18298 | 0.864368 | probe | 1 |
13.799003 | 4,455,121 | 19,347 | 1 | 2 | 2 | 2 | 1 | 0 | 0 | 199 | 67 | 0.519836 | 0.384666 | dos | 1 |
14.221045 | 11,141 | 99,395 | 0 | 1 | 0 | 1 | 0 | 6 | 1 | 464 | 58 | 0.194727 | 0.131462 | u2r | 1 |
30.59974 | 10,717 | 92,956 | 4 | 2 | 0 | 2 | 1 | 7 | 1 | 486 | 19 | 0.152729 | 0.333781 | u2r | 1 |
23.060714 | 1,210 | 21,983 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 153 | 30 | 0.092458 | 0.184353 | normal | 0 |
9.084636 | 4,220,313 | 82,596 | 4 | 2 | 3 | 2 | 0 | 0 | 0 | 375 | 40 | 0.615054 | 0.617086 | dos | 1 |
5.583376 | 9,450 | 99,428 | 3 | 0 | 1 | 7 | 1 | 0 | 0 | 321 | 88 | 0.046536 | 0.266389 | r2l | 1 |
4.014227 | 8,542,791 | 76,018 | 3 | 0 | 1 | 2 | 1 | 0 | 0 | 60 | 46 | 0.73125 | 0.721331 | dos | 1 |
40.559212 | 31,307 | 99,417 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 62 | 42 | 0.098477 | 0.040608 | normal | 0 |
1.795512 | 13,207 | 67,508 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 41 | 93 | 0.124777 | 0.443767 | normal | 0 |
138.427842 | 1,940 | 11,140 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 157 | 17 | 0.043846 | 0.090242 | normal | 0 |
1.104339 | 28,340 | 73,303 | 0 | 2 | 1 | 13 | 1 | 0 | 0 | 259 | 38 | 0.083427 | 0.776696 | r2l | 1 |
6.472215 | 43,970 | 86,142 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 156 | 25 | 0.06926 | 0.368161 | normal | 0 |
334.493689 | 33,610 | 37,482 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 343 | 46 | 0.154978 | 0.80833 | normal | 0 |
2.288135 | 3,260 | 60,717 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 335 | 44 | 0.115502 | 0.693381 | normal | 0 |
89.150214 | 37,409 | 73,197 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 50 | 65 | 0.017454 | 0.864489 | normal | 0 |
149.775103 | 40,549 | 7,143 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 416 | 16 | 0.115953 | 0.928871 | normal | 0 |
155.068003 | 23,491 | 97,700 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 409 | 76 | 0.196952 | 0.090447 | normal | 0 |
3.488666 | 20,289 | 89,229 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 404 | 75 | 0.03302 | 0.081375 | normal | 0 |
236.888658 | 25,716 | 77,700 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 72 | 74 | 0.07518 | 0.685135 | normal | 0 |
1.735002 | 918,769 | 47,356 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 22 | 3 | 0.561906 | 0.128599 | dos | 1 |
82.414549 | 40,976 | 72,917 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 153 | 93 | 0.011942 | 0.785161 | normal | 0 |
5.139952 | 42,715 | 31,018 | 3 | 1 | 20 | 2 | 0 | 0 | 0 | 165 | 98 | 0.046662 | 0.83734 | probe | 1 |
4.590517 | 47,136 | 683 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 10 | 95 | 0.136337 | 0.885719 | normal | 0 |
82.543168 | 47,889 | 34,743 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 208 | 68 | 0.055093 | 0.370478 | normal | 0 |
13.862423 | 18,051 | 65,839 | 0 | 1 | 20 | 2 | 1 | 0 | 0 | 451 | 32 | 0.14428 | 0.993063 | probe | 1 |
148.195279 | 18,294 | 12,189 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 46 | 3 | 0.089185 | 0.619675 | normal | 0 |
51.731927 | 40,742 | 51,104 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 155 | 45 | 0.041159 | 0.754591 | normal | 0 |
115.068747 | 37,991 | 74,988 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 415 | 50 | 0.158264 | 0.766457 | normal | 0 |
3.707226 | 2,537,341 | 72,933 | 1 | 2 | 1 | 2 | 0 | 0 | 0 | 146 | 18 | 0.817005 | 0.525914 | dos | 1 |
14.266125 | 14,968 | 50,182 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 275 | 38 | 0.09141 | 0.711392 | normal | 0 |
1.254046 | 9,979,193 | 5,826 | 4 | 2 | 4 | 0 | 1 | 0 | 0 | 66 | 86 | 0.766804 | 0.72843 | dos | 1 |
4.659435 | 15,697 | 53,503 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 469 | 63 | 0.028142 | 0.77332 | normal | 0 |
77.942179 | 25,280 | 9,386 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 271 | 69 | 0.00988 | 0.45882 | normal | 0 |
157.972245 | 41,537 | 44,319 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 301 | 85 | 0.169363 | 0.913314 | normal | 0 |
94.266346 | 23,764 | 73,961 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 459 | 69 | 0.069535 | 0.39178 | normal | 0 |
85.555996 | 38,720 | 11,112 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 319 | 56 | 0.098826 | 0.918266 | normal | 0 |
114.138596 | 37,573 | 34,486 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 391 | 90 | 0.115226 | 0.3922 | normal | 0 |
41.49782 | 241 | 66,028 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 108 | 86 | 0.041474 | 0.430648 | normal | 0 |
26.383666 | 47,865 | 77,010 | 2 | 2 | 19 | 2 | 0 | 0 | 0 | 463 | 9 | 0.059234 | 0.750415 | probe | 1 |
37.727146 | 4,755 | 73,565 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 417 | 22 | 0.09963 | 0.844307 | normal | 0 |
124.517311 | 31,027 | 56,686 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 291 | 76 | 0.047583 | 0.657213 | normal | 0 |
18.670384 | 4,252,695 | 45,284 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 38 | 62 | 0.811596 | 0.568063 | dos | 1 |
1.311085 | 28,702 | 5,886 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 139 | 77 | 0.108991 | 0.401076 | normal | 0 |
90.682677 | 38,257 | 14,412 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 1 | 20 | 0.072381 | 0.436638 | normal | 0 |
23.639491 | 25,885 | 73,992 | 2 | 2 | 16 | 1 | 1 | 0 | 0 | 56 | 64 | 0.073059 | 0.604769 | probe | 1 |
23.122668 | 33,675 | 60,919 | 2 | 1 | 0 | 7 | 1 | 0 | 0 | 277 | 5 | 0.104438 | 0.280593 | r2l | 1 |
152.749694 | 7,488 | 29,415 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 478 | 3 | 0.098944 | 0.467182 | normal | 0 |
23.211393 | 26,804 | 18,056 | 4 | 1 | 28 | 1 | 1 | 0 | 0 | 246 | 20 | 0.065116 | 0.229966 | probe | 1 |
68.803358 | 37,372 | 85,567 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 27 | 79 | 0.063705 | 0.233969 | normal | 0 |
126.724067 | 33,841 | 22,772 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 338 | 92 | 0.071511 | 0.338186 | normal | 0 |
173.786307 | 35,806 | 41,388 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 225 | 5 | 0.082327 | 0.941328 | normal | 0 |
46.886992 | 31,501 | 52,314 | 0 | 0 | 3 | 1 | 1 | 7 | 1 | 385 | 51 | 0.085271 | 0.701861 | u2r | 1 |
40.966966 | 185 | 80,316 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 84 | 94 | 0.045918 | 0.206615 | normal | 0 |
25.324938 | 24,207 | 95,464 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 157 | 78 | 0.1376 | 0.287568 | normal | 0 |
60.179565 | 42,856 | 74,181 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 13 | 65 | 0.180803 | 0.850135 | normal | 0 |
216.338462 | 14,539 | 24,924 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 107 | 59 | 0.095976 | 0.923027 | normal | 0 |
42.343628 | 25,135 | 48,221 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 182 | 43 | 0.152273 | 0.776248 | normal | 0 |
46.915102 | 15,175 | 41,381 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 177 | 71 | 0.085109 | 0.860126 | normal | 0 |
196.873941 | 30,495 | 92,874 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 167 | 92 | 0.072295 | 0.894337 | normal | 0 |
72.43785 | 18,992 | 45,741 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 103 | 93 | 0.067209 | 0.217599 | normal | 0 |
76.668393 | 15,811 | 81,019 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 226 | 72 | 0.149035 | 0.48391 | normal | 0 |
197.185218 | 28,564 | 16,965 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 343 | 21 | 0.068282 | 0.66005 | normal | 0 |
67.43779 | 44,320 | 35,430 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 368 | 35 | 0.025301 | 0.944555 | normal | 0 |
114.431346 | 48,072 | 87,272 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 205 | 42 | 0.108459 | 0.584215 | normal | 0 |
19.641775 | 22,316 | 31,807 | 2 | 0 | 28 | 1 | 1 | 0 | 0 | 384 | 91 | 0.198313 | 0.913068 | probe | 1 |
19.678369 | 13,542 | 15,966 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 322 | 50 | 0.128692 | 0.291739 | normal | 0 |
51.814602 | 37,134 | 4,258 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 412 | 76 | 0.158019 | 0.734505 | normal | 0 |
68.287822 | 42,413 | 6,923 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 68 | 54 | 0.125635 | 0.365632 | normal | 0 |
337.359295 | 34,059 | 92,463 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 178 | 20 | 0.125882 | 0.728285 | normal | 0 |
352.851837 | 49,235 | 25,605 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 231 | 39 | 0.14531 | 0.264633 | normal | 0 |
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