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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6.732073 | 26,231 | 24,774 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 156 | 6 | 0.123085 | 0.686172 | normal | 0 |
71.306856 | 25,599 | 10,659 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 447 | 45 | 0.019938 | 0.965976 | normal | 0 |
320.000267 | 9,132 | 1,097 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 222 | 34 | 0.032367 | 0.664641 | normal | 0 |
385.916129 | 30,189 | 67,677 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 201 | 62 | 0.02579 | 0.233879 | normal | 0 |
75.860298 | 15,096 | 56,172 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 139 | 82 | 0.173408 | 0.71639 | normal | 0 |
72.380627 | 37,591 | 72,039 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 281 | 44 | 0.170342 | 0.756406 | normal | 0 |
33.618371 | 18,535 | 56,488 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 37 | 57 | 0.059554 | 0.062625 | normal | 0 |
584.83939 | 14,969 | 26,884 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 402 | 83 | 0.110103 | 0.033002 | normal | 0 |
32.052098 | 44,970 | 44,805 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 51 | 60 | 0.145457 | 0.852107 | normal | 0 |
60.312605 | 14,113 | 98,621 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 439 | 57 | 0.192915 | 0.057259 | normal | 0 |
0.293837 | 1,647 | 49,423 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 396 | 63 | 0.019746 | 0.168066 | normal | 0 |
42.960252 | 45,038 | 47,311 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 386 | 67 | 0.154587 | 0.911896 | normal | 0 |
7.128407 | 8,997,164 | 83,287 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 129 | 23 | 0.93684 | 0.095963 | dos | 1 |
136.189358 | 42,496 | 72,557 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 273 | 69 | 0.19509 | 0.205174 | normal | 0 |
82.328879 | 2,464 | 43,410 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 280 | 19 | 0.139232 | 0.114674 | normal | 0 |
84.903375 | 14,974 | 3,311 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 165 | 46 | 0.137996 | 0.608181 | normal | 0 |
33.758866 | 40,466 | 75,386 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 36 | 16 | 0.044312 | 0.74245 | normal | 0 |
168.683902 | 7,921 | 95,908 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 157 | 24 | 0.085727 | 0.848961 | normal | 0 |
0.327629 | 4,714 | 95,807 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 428 | 68 | 0.013971 | 0.234711 | normal | 0 |
40.586696 | 38,898 | 25,018 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 212 | 39 | 0.001093 | 0.094419 | normal | 0 |
25.855412 | 46,609 | 8,800 | 4 | 1 | 16 | 2 | 1 | 0 | 0 | 51 | 85 | 0.051662 | 0.893313 | probe | 1 |
238.512507 | 17,407 | 33,860 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 430 | 65 | 0.177543 | 0.300119 | normal | 0 |
26.737755 | 42,510 | 3,784 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 188 | 19 | 0.077317 | 0.801778 | normal | 0 |
77.892307 | 26,221 | 55,764 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 110 | 23 | 0.076553 | 0.946791 | normal | 0 |
6.808012 | 37,654 | 32,390 | 3 | 2 | 0 | 15 | 1 | 0 | 0 | 72 | 31 | 0.02297 | 0.017623 | r2l | 1 |
6.106925 | 4,655,473 | 84,777 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 456 | 7 | 0.844248 | 0.61126 | dos | 1 |
5.183754 | 29,743 | 67,480 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 247 | 23 | 0.144975 | 0.753169 | normal | 0 |
5.856522 | 8,479,797 | 35,639 | 4 | 0 | 4 | 0 | 0 | 0 | 0 | 48 | 76 | 0.567079 | 0.606422 | dos | 1 |
20.146239 | 6,858 | 74,670 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 150 | 30 | 0.014253 | 0.780347 | normal | 0 |
11.080529 | 1,863,928 | 97,131 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 25 | 47 | 0.78377 | 0.897284 | dos | 1 |
27.859541 | 7,510,206 | 6,604 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 329 | 39 | 0.971005 | 0.145547 | dos | 1 |
374.950767 | 43,964 | 75,185 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 81 | 36 | 0.083531 | 0.286281 | normal | 0 |
3.967181 | 7,953,363 | 91,476 | 4 | 2 | 2 | 0 | 0 | 0 | 0 | 273 | 15 | 0.742978 | 0.170538 | dos | 1 |
273.384156 | 28,540 | 48,585 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 215 | 33 | 0.042718 | 0.154199 | normal | 0 |
22.973314 | 4,642 | 40,407 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 280 | 35 | 0.135826 | 0.514156 | normal | 0 |
267.793661 | 32,937 | 2,138 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 490 | 94 | 0.087121 | 0.607708 | normal | 0 |
5.859006 | 1,564,658 | 74,016 | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 387 | 90 | 0.579488 | 0.438362 | dos | 1 |
12.015675 | 44,199 | 88,857 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 271 | 95 | 0.154522 | 0.838302 | normal | 0 |
87.207089 | 38,781 | 71,651 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 253 | 23 | 0.124035 | 0.524276 | normal | 0 |
21.613433 | 4,780,782 | 36,112 | 4 | 0 | 4 | 0 | 0 | 0 | 0 | 429 | 73 | 0.956738 | 0.413907 | dos | 1 |
48.313451 | 31,281 | 23,532 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 2 | 58 | 0.172596 | 0.63818 | normal | 0 |
58.012382 | 40,993 | 7,681 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 229 | 28 | 0.186919 | 0.805156 | normal | 0 |
54.940538 | 40,259 | 70,222 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 266 | 43 | 0.112808 | 0.80791 | normal | 0 |
109.096825 | 467 | 39,467 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 479 | 86 | 0.176773 | 0.179026 | normal | 0 |
146.260567 | 38,176 | 51,782 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 141 | 5 | 0.019628 | 0.071034 | normal | 0 |
39.925099 | 23,013 | 12,835 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 191 | 14 | 0.056494 | 0.656876 | normal | 0 |
26.331082 | 43,148 | 15,281 | 0 | 2 | 1 | 10 | 1 | 0 | 0 | 269 | 7 | 0.113938 | 0.366358 | r2l | 1 |
7.376944 | 8,547,806 | 24,298 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 411 | 99 | 0.630059 | 0.713248 | dos | 1 |
4.154146 | 26,449 | 82,143 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 452 | 53 | 0.00765 | 0.475275 | normal | 0 |
1.502104 | 23,409 | 28,226 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 212 | 79 | 0.174191 | 0.676907 | normal | 0 |
55.35006 | 3,301 | 67,057 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 338 | 83 | 0.041577 | 0.238252 | normal | 0 |
89.317314 | 18,404 | 38,816 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 240 | 3 | 0.18125 | 0.495652 | normal | 0 |
32.559822 | 25,363 | 37,912 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 1 | 82 | 0.084917 | 0.477507 | normal | 0 |
30.031318 | 11,385 | 70,308 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 299 | 13 | 0.060469 | 0.090243 | normal | 0 |
8.317855 | 10,380 | 71,843 | 0 | 1 | 14 | 0 | 0 | 0 | 0 | 448 | 77 | 0.136243 | 0.72744 | probe | 1 |
92.056055 | 49,404 | 31,010 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 382 | 93 | 0.150174 | 0.863113 | normal | 0 |
18.289797 | 24,001 | 77,586 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 353 | 3 | 0.030857 | 0.008079 | normal | 0 |
0.247173 | 23,660 | 10,284 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 175 | 58 | 0.132362 | 0.580823 | probe | 1 |
113.935951 | 12,320 | 78,191 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 107 | 90 | 0.132815 | 0.648292 | normal | 0 |
45.032062 | 46,792 | 62,674 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 249 | 35 | 0.021795 | 0.811058 | normal | 0 |
115.082608 | 9,362 | 736 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 18 | 57 | 0.0308 | 0.430425 | normal | 0 |
11.951926 | 39,341 | 29,594 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 256 | 68 | 0.023246 | 0.506461 | normal | 0 |
12.59818 | 6,204,230 | 62,238 | 3 | 2 | 2 | 0 | 0 | 0 | 0 | 218 | 88 | 0.747195 | 0.405433 | dos | 1 |
18.510672 | 39,764 | 88,898 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 272 | 73 | 0.16714 | 0.775868 | normal | 0 |
19.139288 | 383,051 | 99,337 | 1 | 0 | 3 | 1 | 1 | 0 | 0 | 187 | 77 | 0.874452 | 0.315547 | dos | 1 |
3.313799 | 29,547 | 16,244 | 1 | 0 | 3 | 12 | 1 | 0 | 0 | 43 | 91 | 0.077775 | 0.203956 | r2l | 1 |
21.632907 | 24,060 | 6,663 | 2 | 1 | 13 | 2 | 1 | 0 | 0 | 290 | 52 | 0.155585 | 0.330198 | probe | 1 |
5.095584 | 33,927 | 78,881 | 4 | 1 | 7 | 1 | 1 | 0 | 0 | 300 | 2 | 0.013075 | 0.676643 | probe | 1 |
112.106618 | 45,151 | 84,201 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 461 | 84 | 0.183554 | 0.481614 | normal | 0 |
16.098165 | 45,398 | 7,348 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 385 | 79 | 0.084295 | 0.76842 | normal | 0 |
2.492097 | 12,113 | 38,801 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 61 | 12 | 0.189735 | 0.657813 | normal | 0 |
157.412174 | 24,085 | 70,155 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 435 | 2 | 0.020491 | 0.275211 | normal | 0 |
1.490881 | 9,733 | 64,237 | 0 | 0 | 8 | 2 | 1 | 0 | 0 | 236 | 39 | 0.120285 | 0.359161 | probe | 1 |
42.146201 | 35,134 | 46,943 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 315 | 55 | 0.164997 | 0.45946 | normal | 0 |
3.846341 | 18,732 | 41,345 | 3 | 2 | 23 | 0 | 0 | 0 | 0 | 422 | 80 | 0.177928 | 0.360112 | probe | 1 |
0.77615 | 9,590,837 | 61,363 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 8 | 51 | 0.998042 | 0.527744 | dos | 1 |
1.651814 | 41,660 | 54,091 | 1 | 1 | 0 | 19 | 0 | 0 | 0 | 485 | 64 | 0.025664 | 0.867786 | r2l | 1 |
0.458956 | 40,854 | 10,566 | 3 | 1 | 11 | 2 | 0 | 0 | 0 | 92 | 92 | 0.1432 | 0.092225 | probe | 1 |
28.395253 | 935 | 33,281 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 176 | 36 | 0.026707 | 0.023019 | normal | 0 |
127.363352 | 41,459 | 57,370 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 121 | 23 | 0.047868 | 0.592667 | normal | 0 |
28.307828 | 10,620 | 79,769 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 19 | 71 | 0.199274 | 0.974808 | normal | 0 |
24.157257 | 1,107 | 33,432 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 439 | 62 | 0.121192 | 0.986213 | normal | 0 |
79.214565 | 9,058 | 44,944 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 473 | 15 | 0.178889 | 0.605849 | normal | 0 |
56.842481 | 6,734,805 | 22,208 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 213 | 58 | 0.524878 | 0.891301 | dos | 1 |
2.643872 | 25,075 | 39,006 | 3 | 0 | 28 | 0 | 0 | 0 | 0 | 102 | 35 | 0.112619 | 0.592595 | probe | 1 |
6.189945 | 37,989 | 22,695 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 403 | 67 | 0.122508 | 0.76873 | normal | 0 |
153.32674 | 33,196 | 50,692 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 488 | 53 | 0.194089 | 0.557371 | normal | 0 |
196.252822 | 21,214 | 75,483 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 15 | 89 | 0.194249 | 0.721107 | normal | 0 |
92.745511 | 26,447 | 77,851 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 343 | 36 | 0.193017 | 0.74345 | normal | 0 |
56.006491 | 47,586 | 61,176 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 31 | 35 | 0.047094 | 0.225492 | normal | 0 |
186.637405 | 1,712 | 39,925 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 355 | 74 | 0.012553 | 0.286989 | normal | 0 |
130.496153 | 28,849 | 8,499 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 99 | 13 | 0.139666 | 0.848102 | normal | 0 |
86.653484 | 29,103 | 44,429 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 200 | 24 | 0.096882 | 0.904624 | normal | 0 |
38.530537 | 30,982 | 94,341 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 204 | 69 | 0.179783 | 0.569442 | normal | 0 |
22.064051 | 2,104 | 43,793 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 115 | 81 | 0.108245 | 0.334375 | normal | 0 |
54.244193 | 6,803 | 11,556 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 222 | 89 | 0.080783 | 0.875806 | normal | 0 |
33.802505 | 39,637 | 703 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 316 | 77 | 0.06319 | 0.801613 | normal | 0 |
41.439272 | 22,108 | 72,174 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 170 | 77 | 0.023498 | 0.329033 | normal | 0 |
5.427819 | 19,494 | 354 | 0 | 2 | 4 | 8 | 1 | 0 | 0 | 435 | 12 | 0.045419 | 0.026902 | r2l | 1 |
18.523856 | 4,345 | 33,314 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 82 | 93 | 0.095476 | 0.452315 | normal | 0 |
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