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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
313.314828 | 36,877 | 57,784 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 317 | 70 | 0.037144 | 0.262202 | normal | 0 |
201.954291 | 16,082 | 17,751 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 289 | 44 | 0.092993 | 0.973119 | normal | 0 |
130.041928 | 26,576 | 586 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 128 | 86 | 0.058906 | 0.499745 | normal | 0 |
7.837704 | 1,921 | 80,166 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 437 | 57 | 0.069863 | 0.664897 | normal | 0 |
5.029368 | 27,586 | 63,146 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 158 | 13 | 0.060882 | 0.010455 | normal | 0 |
181.769019 | 12,652 | 74,983 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 44 | 4 | 0.028632 | 0.631372 | normal | 0 |
67.266999 | 17,756 | 84,407 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 88 | 88 | 0.0042 | 0.04391 | normal | 0 |
1.828418 | 7,840,319 | 43,401 | 2 | 1 | 4 | 1 | 1 | 0 | 0 | 316 | 10 | 0.562315 | 0.33329 | dos | 1 |
37.530203 | 42,946 | 48,887 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 215 | 66 | 0.016507 | 0.147484 | normal | 0 |
50.691637 | 11,158 | 66,272 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 264 | 80 | 0.121464 | 0.469956 | normal | 0 |
23.38827 | 8,988 | 90,069 | 4 | 1 | 16 | 1 | 1 | 0 | 0 | 129 | 74 | 0.033395 | 0.887468 | probe | 1 |
246.895539 | 10,656 | 90,210 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 51 | 9 | 0.014692 | 0.622891 | normal | 0 |
9.185378 | 20,698 | 15,218 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 432 | 90 | 0.030674 | 0.237547 | normal | 0 |
197.672717 | 19,325 | 10,651 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 112 | 62 | 0.003018 | 0.627164 | normal | 0 |
157.509796 | 43,309 | 44,259 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 319 | 7 | 0.072419 | 0.588433 | normal | 0 |
37.912401 | 24,425 | 16,697 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 197 | 16 | 0.169443 | 0.526749 | normal | 0 |
3.876792 | 44,184 | 59,717 | 1 | 1 | 2 | 0 | 1 | 6 | 1 | 77 | 62 | 0.067164 | 0.272043 | u2r | 1 |
4.757545 | 35,232 | 59,129 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 56 | 2 | 0.179299 | 0.421919 | normal | 0 |
1.586581 | 28,420 | 66,968 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 160 | 38 | 0.136755 | 0.416141 | normal | 0 |
1.504071 | 7,551,439 | 78,246 | 2 | 2 | 0 | 1 | 0 | 0 | 0 | 89 | 92 | 0.772881 | 0.230043 | dos | 1 |
10.041681 | 16,400 | 62,116 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 424 | 26 | 0.075406 | 0.695229 | normal | 0 |
21.567379 | 1,217 | 80,481 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 179 | 78 | 0.176222 | 0.807042 | normal | 0 |
187.579694 | 32,395 | 16,721 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 473 | 72 | 0.003865 | 0.263825 | normal | 0 |
0.512117 | 7,547 | 69,877 | 0 | 0 | 0 | 12 | 1 | 0 | 0 | 61 | 11 | 0.132796 | 0.911282 | r2l | 1 |
100.411818 | 17,296 | 56,968 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 299 | 33 | 0.116615 | 0.799589 | normal | 0 |
20.761393 | 32,905 | 69,835 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 180 | 77 | 0.058258 | 0.845922 | normal | 0 |
176.411592 | 2,560 | 88,968 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 238 | 51 | 0.013412 | 0.781777 | normal | 0 |
202.480013 | 47,154 | 1,216 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 244 | 70 | 0.050502 | 0.960446 | normal | 0 |
74.09258 | 20,203 | 44,870 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 134 | 53 | 0.014959 | 0.145574 | normal | 0 |
243.677695 | 9,146 | 19,814 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 204 | 19 | 0.186398 | 0.087791 | normal | 0 |
26.443255 | 3,287,906 | 87,593 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 400 | 92 | 0.528526 | 0.884772 | dos | 1 |
131.424974 | 10,540 | 74,463 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 426 | 24 | 0.084121 | 0.484815 | normal | 0 |
132.454441 | 35,222 | 44,285 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 282 | 24 | 0.146552 | 0.301427 | normal | 0 |
21.60065 | 531,403 | 10,523 | 4 | 2 | 4 | 2 | 1 | 0 | 0 | 60 | 35 | 0.512879 | 0.916643 | dos | 1 |
3.85145 | 49,426 | 30,307 | 0 | 2 | 23 | 1 | 0 | 0 | 0 | 381 | 7 | 0.054908 | 0.392699 | probe | 1 |
6.918634 | 44,123 | 4,668 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 427 | 73 | 0.197444 | 0.134755 | normal | 0 |
0.871911 | 15,429 | 28,199 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 437 | 1 | 0.013735 | 0.095215 | normal | 0 |
17.234295 | 49,923 | 87,610 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 474 | 52 | 0.125343 | 0.523273 | normal | 0 |
6.572007 | 33,561 | 95,148 | 1 | 0 | 0 | 2 | 0 | 6 | 0 | 371 | 70 | 0.120742 | 0.015985 | u2r | 1 |
5.119226 | 8,839 | 95,454 | 4 | 0 | 7 | 0 | 1 | 0 | 0 | 86 | 12 | 0.046027 | 0.95122 | probe | 1 |
351.17032 | 6,076 | 82,127 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 347 | 28 | 0.162098 | 0.109616 | normal | 0 |
17.210604 | 2,704,143 | 27,046 | 4 | 2 | 3 | 0 | 1 | 0 | 0 | 272 | 38 | 0.826137 | 0.369366 | dos | 1 |
27.083608 | 4,468 | 99,497 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 329 | 92 | 0.128374 | 0.313304 | normal | 0 |
68.742519 | 3,123 | 37,002 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 332 | 26 | 0.040442 | 0.389879 | normal | 0 |
24.730155 | 9,075 | 63,690 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 181 | 99 | 0.004994 | 0.745102 | normal | 0 |
1.055487 | 9,703,350 | 50,341 | 1 | 1 | 1 | 1 | 1 | 0 | 0 | 451 | 18 | 0.737395 | 0.513473 | dos | 1 |
187.905078 | 41,999 | 99,962 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 206 | 91 | 0.044437 | 0.08668 | normal | 0 |
5.157926 | 8,969,296 | 89,483 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 462 | 57 | 0.595892 | 0.095121 | dos | 1 |
0.166754 | 1,459,507 | 16,809 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 147 | 57 | 0.69031 | 0.305205 | dos | 1 |
16.862758 | 3,145,617 | 15,806 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 215 | 50 | 0.76684 | 0.201984 | dos | 1 |
8.597328 | 42,821 | 29,832 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 281 | 10 | 0.151111 | 0.485549 | normal | 0 |
111.059706 | 39,528 | 5,029 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 276 | 47 | 0.013992 | 0.964058 | normal | 0 |
104.107959 | 14,276 | 5,064 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 436 | 16 | 0.026195 | 0.685714 | normal | 0 |
24.690967 | 21,533 | 21,241 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 10 | 72 | 0.173879 | 0.900196 | normal | 0 |
142.066513 | 18,705 | 98,872 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 149 | 60 | 0.072465 | 0.534957 | normal | 0 |
9.382489 | 19,226 | 49,382 | 1 | 1 | 2 | 12 | 0 | 0 | 0 | 135 | 43 | 0.053823 | 0.645311 | r2l | 1 |
67.225726 | 1,196 | 33,762 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 78 | 71 | 0.065559 | 0.270136 | normal | 0 |
0.997277 | 24,675 | 96,541 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 189 | 77 | 0.030483 | 0.14553 | normal | 0 |
346.533563 | 29,940 | 69,575 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 73 | 54 | 0.081668 | 0.088488 | normal | 0 |
139.256853 | 46,843 | 38,687 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 33 | 59 | 0.168094 | 0.383515 | normal | 0 |
17.298774 | 18,587 | 58,133 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 1 | 44 | 0.130835 | 0.248844 | normal | 0 |
41.805509 | 4,829 | 62,855 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 54 | 48 | 0.12406 | 0.13622 | normal | 0 |
9.932831 | 15,329 | 63,340 | 1 | 1 | 8 | 1 | 0 | 0 | 0 | 208 | 75 | 0.009805 | 0.919339 | probe | 1 |
145.507639 | 37,167 | 51,777 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 438 | 64 | 0.180973 | 0.134131 | normal | 0 |
15.220951 | 20,146 | 58,380 | 0 | 2 | 3 | 2 | 0 | 9 | 1 | 228 | 53 | 0.17672 | 0.05004 | u2r | 1 |
4.390318 | 41,075 | 97,915 | 4 | 0 | 28 | 1 | 0 | 0 | 0 | 379 | 35 | 0.172916 | 0.082599 | probe | 1 |
285.070316 | 49,377 | 83,532 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 171 | 69 | 0.097596 | 0.005186 | normal | 0 |
17.901025 | 31,285 | 63,511 | 3 | 1 | 1 | 6 | 1 | 0 | 0 | 75 | 29 | 0.046838 | 0.218053 | r2l | 1 |
23.948313 | 47,993 | 72,738 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 408 | 87 | 0.079074 | 0.24296 | normal | 0 |
0.21391 | 1,521,195 | 79,821 | 3 | 2 | 0 | 1 | 1 | 0 | 0 | 197 | 52 | 0.788689 | 0.660863 | dos | 1 |
64.863257 | 48,655 | 6,041 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 371 | 37 | 0.147893 | 0.125029 | normal | 0 |
1.560408 | 44,482 | 33,353 | 4 | 2 | 14 | 0 | 1 | 0 | 0 | 453 | 85 | 0.135922 | 0.206714 | probe | 1 |
2.652322 | 4,274 | 54,757 | 1 | 1 | 16 | 2 | 1 | 0 | 0 | 154 | 98 | 0.168751 | 0.904932 | probe | 1 |
23.590441 | 8,369,694 | 421 | 2 | 2 | 2 | 2 | 0 | 0 | 0 | 254 | 34 | 0.884811 | 0.034257 | dos | 1 |
0.375911 | 9,928,307 | 42,273 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 458 | 17 | 0.621167 | 0.046904 | dos | 1 |
221.564879 | 39,275 | 83,233 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 16 | 49 | 0.149215 | 0.408625 | normal | 0 |
8.489586 | 35,220 | 62,482 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 123 | 13 | 0.16502 | 0.86514 | normal | 0 |
62.783906 | 42,571 | 20,226 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 350 | 55 | 0.047712 | 0.983723 | normal | 0 |
149.416843 | 6,983 | 13,939 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 298 | 64 | 0.191863 | 0.150326 | normal | 0 |
6.28042 | 4,320 | 40,227 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 326 | 5 | 0.152416 | 0.61256 | normal | 0 |
122.19169 | 28,393 | 22,905 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 214 | 95 | 0.060766 | 0.004778 | normal | 0 |
2.702326 | 24,756 | 66,713 | 2 | 1 | 3 | 15 | 1 | 0 | 0 | 385 | 81 | 0.076059 | 0.951969 | r2l | 1 |
108.125765 | 42,704 | 75,466 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 184 | 88 | 0.121189 | 0.599729 | normal | 0 |
3.163255 | 6,527,694 | 34,434 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 128 | 81 | 0.666764 | 0.241334 | dos | 1 |
19.861806 | 48,352 | 97,032 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 126 | 48 | 0.156963 | 0.491593 | normal | 0 |
6.233697 | 41,407 | 6,957 | 0 | 1 | 10 | 0 | 1 | 0 | 0 | 274 | 80 | 0.092419 | 0.6301 | probe | 1 |
0.605954 | 10,204 | 63,425 | 2 | 1 | 11 | 2 | 0 | 0 | 0 | 209 | 90 | 0.152221 | 0.010511 | probe | 1 |
328.747967 | 26,066 | 8,706 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 402 | 21 | 0.061099 | 0.071957 | normal | 0 |
105.438657 | 17,922 | 36,097 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 247 | 75 | 0.173469 | 0.970001 | normal | 0 |
10.598405 | 8,957,004 | 70,997 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 227 | 24 | 0.747812 | 0.77912 | dos | 1 |
265.49479 | 7,086 | 70,133 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 147 | 95 | 0.088993 | 0.529055 | normal | 0 |
134.936165 | 31,393 | 61,856 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 457 | 38 | 0.084434 | 0.227798 | normal | 0 |
33.492353 | 4,919 | 61,539 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 142 | 4 | 0.031842 | 0.081794 | normal | 0 |
47.623351 | 5,471 | 25,993 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 314 | 6 | 0.024317 | 0.78789 | normal | 0 |
22.242988 | 4,803 | 54,126 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 39 | 34 | 0.001325 | 0.886172 | normal | 0 |
354.301437 | 12,084 | 54,324 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 329 | 46 | 0.097611 | 0.254399 | normal | 0 |
72.835268 | 23,196 | 88,491 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 455 | 23 | 0.191733 | 0.161379 | normal | 0 |
226.39096 | 22,861 | 51,166 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 273 | 49 | 0.010425 | 0.963358 | normal | 0 |
23.165507 | 16,841 | 13,906 | 3 | 2 | 4 | 10 | 1 | 0 | 0 | 388 | 18 | 0.199046 | 0.443927 | r2l | 1 |
197.214245 | 19,881 | 90,645 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 68 | 38 | 0.190381 | 0.766211 | normal | 0 |
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