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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
52.258826 | 18,288 | 46,580 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 360 | 65 | 0.146858 | 0.907661 | normal | 0 |
6.031464 | 22,879 | 55,889 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 166 | 26 | 0.108271 | 0.29383 | normal | 0 |
122.116054 | 25,774 | 94,729 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 478 | 5 | 0.109822 | 0.244118 | normal | 0 |
69.956438 | 24,787 | 37,804 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 380 | 60 | 0.116275 | 0.95256 | normal | 0 |
1.033724 | 24,314 | 41,399 | 1 | 1 | 4 | 10 | 0 | 0 | 0 | 155 | 54 | 0.120099 | 0.366675 | r2l | 1 |
94.844182 | 1,069 | 83,966 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 338 | 66 | 0.010937 | 0.995826 | normal | 0 |
252.424253 | 18,117 | 58,229 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 40 | 64 | 0.143469 | 0.232589 | normal | 0 |
11.768723 | 41,419 | 24,873 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 260 | 18 | 0.027503 | 0.892114 | normal | 0 |
89.323662 | 21,346 | 81,501 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 16 | 33 | 0.028228 | 0.821013 | normal | 0 |
17.867982 | 4,941,011 | 6,513 | 2 | 2 | 4 | 0 | 0 | 0 | 0 | 253 | 10 | 0.948255 | 0.27008 | dos | 1 |
7.340294 | 16,651 | 27,432 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 119 | 6 | 0.124202 | 0.264369 | normal | 0 |
2.287511 | 19,805 | 99,197 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 320 | 39 | 0.023381 | 0.947388 | normal | 0 |
62.398661 | 28,579 | 72,936 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 40 | 39 | 0.180028 | 0.623847 | normal | 0 |
156.631467 | 26,936 | 32,891 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 288 | 77 | 0.160343 | 0.753593 | normal | 0 |
17.521019 | 15,902 | 49,399 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 86 | 41 | 0.107628 | 0.029566 | normal | 0 |
181.178223 | 11,131 | 26,061 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 31 | 43 | 0.102575 | 0.994575 | normal | 0 |
106.87931 | 21,621 | 34,173 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 492 | 76 | 0.134846 | 0.22274 | normal | 0 |
19.808702 | 2,621,472 | 83,049 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 335 | 63 | 0.949308 | 0.1811 | dos | 1 |
9.519395 | 25,433 | 43,889 | 0 | 1 | 3 | 18 | 1 | 0 | 0 | 171 | 89 | 0.138781 | 0.985616 | r2l | 1 |
4.380786 | 46,529 | 86,693 | 1 | 2 | 25 | 1 | 0 | 0 | 0 | 24 | 2 | 0.163778 | 0.051631 | probe | 1 |
0.312092 | 37,651 | 91,585 | 0 | 0 | 2 | 16 | 0 | 0 | 0 | 201 | 67 | 0.015715 | 0.696258 | r2l | 1 |
69.221841 | 37,361 | 31,856 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 259 | 49 | 0.023292 | 0.841598 | normal | 0 |
97.946101 | 44,877 | 55,865 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 67 | 5 | 0.087298 | 0.677653 | normal | 0 |
14.851695 | 2,073 | 35,295 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 482 | 43 | 0.134969 | 0.245079 | normal | 0 |
35.631496 | 11,000 | 81,873 | 2 | 2 | 20 | 2 | 0 | 0 | 0 | 66 | 83 | 0.066306 | 0.144109 | probe | 1 |
1.467048 | 49,349 | 39,277 | 0 | 1 | 4 | 17 | 1 | 0 | 0 | 360 | 2 | 0.082901 | 0.741666 | r2l | 1 |
8.400362 | 19,560 | 43,786 | 4 | 0 | 16 | 1 | 1 | 0 | 0 | 351 | 61 | 0.086955 | 0.380773 | probe | 1 |
7.682413 | 26,595 | 70,557 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 411 | 51 | 0.086482 | 0.905695 | normal | 0 |
7.455795 | 2,306 | 83,838 | 4 | 1 | 3 | 9 | 1 | 0 | 0 | 105 | 21 | 0.149362 | 0.18364 | r2l | 1 |
592.176207 | 186 | 41,298 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 81 | 13 | 0.071279 | 0.083685 | normal | 0 |
6.326341 | 10,058 | 31,919 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 74 | 22 | 0.179839 | 0.148152 | normal | 0 |
56.691333 | 11,483 | 23,847 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 384 | 81 | 0.046855 | 0.332763 | normal | 0 |
2.606899 | 39,183 | 69,233 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 102 | 26 | 0.186365 | 0.674502 | normal | 0 |
14.385985 | 3,777 | 36,601 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 345 | 58 | 0.024992 | 0.865874 | normal | 0 |
38.996963 | 25,357 | 4,450 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 139 | 36 | 0.105884 | 0.370328 | normal | 0 |
50.037742 | 14,670 | 87,107 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 379 | 68 | 0.043824 | 0.644462 | normal | 0 |
280.979968 | 7,745 | 16,629 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 165 | 96 | 0.16644 | 0.044532 | normal | 0 |
5.179103 | 45,276 | 54,947 | 4 | 0 | 15 | 0 | 0 | 0 | 0 | 349 | 35 | 0.178158 | 0.627837 | probe | 1 |
68.573007 | 12,884 | 80,633 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 139 | 35 | 0.088949 | 0.423653 | normal | 0 |
28.18105 | 27,145 | 58,330 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 163 | 13 | 0.073999 | 0.584617 | normal | 0 |
0.822377 | 6,322,628 | 90,758 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 178 | 52 | 0.708529 | 0.243481 | dos | 1 |
7.668727 | 29,086 | 72,572 | 2 | 1 | 29 | 1 | 1 | 0 | 0 | 415 | 88 | 0.09128 | 0.450889 | probe | 1 |
8.524721 | 39,080 | 54,455 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 348 | 81 | 0.000073 | 0.302149 | normal | 0 |
333.117259 | 10,537 | 8,478 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 333 | 13 | 0.109746 | 0.726296 | normal | 0 |
14.023277 | 39,828 | 28,883 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 289 | 67 | 0.171647 | 0.443899 | normal | 0 |
92.856192 | 28,782 | 11,800 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 14 | 37 | 0.175249 | 0.297163 | normal | 0 |
743.638488 | 13,256 | 62,459 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 479 | 76 | 0.07493 | 0.735459 | normal | 0 |
15.150671 | 27,877 | 6,839 | 4 | 2 | 11 | 2 | 1 | 0 | 0 | 219 | 17 | 0.114571 | 0.621253 | probe | 1 |
55.154881 | 25,410 | 41,808 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 223 | 81 | 0.065473 | 0.51515 | normal | 0 |
33.671098 | 6,972,467 | 63,469 | 3 | 2 | 1 | 1 | 1 | 0 | 0 | 292 | 8 | 0.589357 | 0.098586 | dos | 1 |
1.992363 | 5,539 | 91,620 | 1 | 1 | 26 | 0 | 1 | 0 | 0 | 204 | 78 | 0.129695 | 0.693345 | probe | 1 |
9.02764 | 36,133 | 334 | 4 | 2 | 23 | 0 | 0 | 0 | 0 | 493 | 41 | 0.096749 | 0.575664 | probe | 1 |
8.378749 | 2,068 | 82,806 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 351 | 57 | 0.024268 | 0.419171 | normal | 0 |
4.077094 | 40,381 | 28,617 | 0 | 1 | 19 | 0 | 1 | 0 | 0 | 384 | 63 | 0.028079 | 0.614628 | probe | 1 |
17.444406 | 39,959 | 30,369 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 194 | 14 | 0.171491 | 0.405265 | normal | 0 |
237.877989 | 14,039 | 17,258 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 131 | 18 | 0.02208 | 0.675464 | normal | 0 |
19.900807 | 34,092 | 35,334 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 171 | 96 | 0.026996 | 0.889713 | normal | 0 |
4.127428 | 40,680 | 11,878 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 95 | 86 | 0.053642 | 0.617615 | normal | 0 |
16.601082 | 7,244,633 | 99,634 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 56 | 79 | 0.917742 | 0.970748 | dos | 1 |
42.492461 | 49,258 | 61,926 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 412 | 16 | 0.164718 | 0.891038 | normal | 0 |
52.03815 | 34,976 | 67,309 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 418 | 29 | 0.001248 | 0.953763 | normal | 0 |
12.676888 | 15,811 | 90,011 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 160 | 3 | 0.169614 | 0.808441 | normal | 0 |
137.925715 | 21,504 | 3,753 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 60 | 46 | 0.085139 | 0.587759 | normal | 0 |
92.018242 | 27,208 | 37,274 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 400 | 52 | 0.143611 | 0.143079 | normal | 0 |
22.897363 | 6,518,880 | 1,444 | 2 | 2 | 4 | 2 | 1 | 0 | 0 | 238 | 20 | 0.557797 | 0.039797 | dos | 1 |
18.82289 | 23,682 | 14,646 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 191 | 38 | 0.183276 | 0.076952 | normal | 0 |
90.005263 | 25,235 | 6,630 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 104 | 12 | 0.05102 | 0.299126 | normal | 0 |
150.777197 | 45,246 | 57,125 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 465 | 35 | 0.044164 | 0.698692 | normal | 0 |
37.454406 | 38,505 | 66,103 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 241 | 18 | 0.157806 | 0.437586 | normal | 0 |
2.620064 | 25,121 | 63,579 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 339 | 91 | 0.001834 | 0.048621 | normal | 0 |
24.123622 | 1,408 | 91,809 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 488 | 20 | 0.011643 | 0.775572 | normal | 0 |
19.403988 | 34,284 | 37,532 | 1 | 1 | 4 | 19 | 1 | 0 | 0 | 101 | 6 | 0.052465 | 0.103888 | r2l | 1 |
451.86602 | 18,389 | 55,788 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 448 | 53 | 0.157104 | 0.102984 | normal | 0 |
1.346651 | 44,270 | 93,255 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 284 | 47 | 0.041196 | 0.281759 | normal | 0 |
36.550461 | 30,582 | 91,212 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 416 | 87 | 0.115068 | 0.093651 | normal | 0 |
5.253912 | 23,784 | 32,813 | 2 | 2 | 29 | 2 | 1 | 0 | 0 | 451 | 95 | 0.033223 | 0.551698 | probe | 1 |
38.030815 | 7,882 | 43,812 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 289 | 71 | 0.18658 | 0.293668 | normal | 0 |
52.073177 | 38,970 | 19,190 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 184 | 4 | 0.06098 | 0.958533 | normal | 0 |
1.290259 | 1,137,831 | 75,266 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 212 | 83 | 0.868353 | 0.397832 | dos | 1 |
8.399136 | 26,229 | 62,797 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 227 | 28 | 0.033695 | 0.164254 | normal | 0 |
150.118482 | 29,816 | 19,167 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 181 | 64 | 0.109202 | 0.012326 | normal | 0 |
50.341051 | 6,130 | 23,510 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 163 | 23 | 0.036663 | 0.577251 | normal | 0 |
166.739997 | 35,870 | 49,912 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 345 | 87 | 0.148498 | 0.545409 | normal | 0 |
72.031734 | 44,589 | 66,196 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 154 | 68 | 0.062506 | 0.393306 | normal | 0 |
4.00744 | 35,433 | 71,786 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 238 | 32 | 0.035571 | 0.236356 | normal | 0 |
292.25912 | 2,683 | 97,711 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 294 | 49 | 0.01893 | 0.656393 | normal | 0 |
8.635784 | 43,332 | 49,849 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 27 | 10 | 0.057228 | 0.418088 | normal | 0 |
91.051619 | 10,911 | 73,502 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 82 | 39 | 0.190062 | 0.176391 | normal | 0 |
12.683172 | 46,975 | 14,833 | 1 | 0 | 0 | 4 | 0 | 0 | 0 | 446 | 92 | 0.010189 | 0.434578 | r2l | 1 |
7.921089 | 313,836 | 74,758 | 3 | 0 | 4 | 2 | 0 | 0 | 0 | 26 | 33 | 0.66421 | 0.525008 | dos | 1 |
5.920016 | 6,884,084 | 17,208 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 318 | 72 | 0.892019 | 0.945913 | dos | 1 |
173.891966 | 4,018 | 66,514 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 462 | 17 | 0.116961 | 0.478933 | normal | 0 |
429.216463 | 13,969 | 58,647 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 135 | 99 | 0.097558 | 0.493556 | normal | 0 |
128.854135 | 6,611 | 11,988 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 435 | 22 | 0.028448 | 0.540405 | normal | 0 |
32.619337 | 14,216 | 67,260 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 17 | 35 | 0.007456 | 0.684953 | normal | 0 |
9.394951 | 36,081 | 59,882 | 2 | 2 | 4 | 12 | 0 | 0 | 0 | 10 | 44 | 0.124738 | 0.186243 | r2l | 1 |
122.338252 | 3,987 | 71,756 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 266 | 58 | 0.04771 | 0.490324 | normal | 0 |
120.385952 | 1,322 | 78,789 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 459 | 18 | 0.106041 | 0.881517 | normal | 0 |
192.593407 | 46,178 | 67,867 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 464 | 88 | 0.088192 | 0.903361 | normal | 0 |
9.143576 | 5,846 | 16,031 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 497 | 49 | 0.15202 | 0.850225 | normal | 0 |
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