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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
64.053094 | 22,442 | 86,539 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 170 | 23 | 0.062669 | 0.894677 | normal | 0 |
15.883014 | 6,947 | 93,538 | 3 | 0 | 11 | 2 | 0 | 0 | 0 | 269 | 2 | 0.082589 | 0.203094 | probe | 1 |
68.968219 | 9,080 | 57,745 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 444 | 97 | 0.128689 | 0.008768 | normal | 0 |
6.048394 | 16,774 | 67,030 | 1 | 0 | 5 | 0 | 1 | 0 | 0 | 364 | 77 | 0.08827 | 0.303928 | probe | 1 |
77.942445 | 33,297 | 68,235 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 21 | 14 | 0.079705 | 0.282132 | normal | 0 |
22.627347 | 697 | 3,850 | 4 | 0 | 18 | 1 | 0 | 0 | 0 | 358 | 87 | 0.035655 | 0.501943 | probe | 1 |
100.192845 | 40,918 | 36,705 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 335 | 24 | 0.189311 | 0.427383 | normal | 0 |
128.237003 | 37,395 | 37,396 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 129 | 8 | 0.130868 | 0.040172 | normal | 0 |
91.001828 | 34,425 | 80,767 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 58 | 53 | 0.187091 | 0.690233 | normal | 0 |
23.053592 | 23,273 | 30,988 | 2 | 1 | 1 | 5 | 0 | 0 | 0 | 144 | 59 | 0.085767 | 0.458971 | r2l | 1 |
86.357929 | 24,539 | 6,905 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 377 | 1 | 0.187453 | 0.816841 | normal | 0 |
2.723402 | 33,540 | 32,300 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 413 | 68 | 0.097101 | 0.959876 | normal | 0 |
12.315211 | 35,722 | 93,870 | 3 | 2 | 26 | 1 | 1 | 0 | 0 | 87 | 23 | 0.15159 | 0.030833 | probe | 1 |
3.418701 | 18,062 | 68,684 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 241 | 78 | 0.074817 | 0.89302 | normal | 0 |
50.277149 | 17,916 | 96,063 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 467 | 90 | 0.179516 | 0.346702 | normal | 0 |
11.106082 | 38,389 | 8,901 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 419 | 20 | 0.106181 | 0.275879 | normal | 0 |
10.195349 | 8,332 | 46,334 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 113 | 17 | 0.039328 | 0.854229 | normal | 0 |
9.450266 | 4,579 | 87,707 | 1 | 1 | 18 | 2 | 1 | 0 | 0 | 123 | 94 | 0.08748 | 0.441491 | probe | 1 |
13.040334 | 1,938,947 | 34,707 | 1 | 0 | 4 | 0 | 1 | 0 | 0 | 185 | 39 | 0.51194 | 0.735774 | dos | 1 |
161.514772 | 17,798 | 57,768 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 368 | 79 | 0.147046 | 0.826797 | normal | 0 |
11.085086 | 37,146 | 5,123 | 4 | 0 | 2 | 0 | 1 | 7 | 1 | 27 | 29 | 0.010443 | 0.467809 | u2r | 1 |
29.633647 | 23,391 | 86,099 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 60 | 51 | 0.04239 | 0.092113 | normal | 0 |
28.932526 | 34,763 | 80,085 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 354 | 70 | 0.055627 | 0.100965 | normal | 0 |
95.749203 | 46,778 | 66,327 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 107 | 59 | 0.185496 | 0.960074 | normal | 0 |
168.739616 | 11,588 | 47,083 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 368 | 18 | 0.057664 | 0.968359 | normal | 0 |
60.19564 | 5,504 | 20,536 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 58 | 63 | 0.081617 | 0.230902 | normal | 0 |
3.139418 | 41,394 | 62,617 | 1 | 0 | 0 | 18 | 1 | 0 | 0 | 263 | 60 | 0.198695 | 0.118042 | r2l | 1 |
9.131042 | 462,101 | 83,555 | 4 | 0 | 3 | 0 | 0 | 0 | 0 | 76 | 47 | 0.725032 | 0.974837 | dos | 1 |
12.415156 | 5,693 | 93,895 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 432 | 96 | 0.166759 | 0.720937 | normal | 0 |
66.676367 | 45,643 | 74,696 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 296 | 84 | 0.029618 | 0.76757 | normal | 0 |
3.437301 | 6,636,401 | 33,719 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 240 | 1 | 0.994086 | 0.312283 | dos | 1 |
12.568497 | 24,576 | 48,647 | 1 | 0 | 4 | 14 | 1 | 0 | 0 | 266 | 93 | 0.015273 | 0.007458 | r2l | 1 |
16.395331 | 5,365 | 71,615 | 3 | 0 | 21 | 2 | 0 | 0 | 0 | 406 | 69 | 0.127585 | 0.342087 | probe | 1 |
2.88535 | 29,669 | 55,217 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 417 | 4 | 0.133247 | 0.17869 | normal | 0 |
3.575619 | 2,064,044 | 46,715 | 2 | 2 | 1 | 1 | 1 | 0 | 0 | 76 | 46 | 0.755582 | 0.823618 | dos | 1 |
93.610966 | 42,593 | 18,358 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 319 | 37 | 0.102127 | 0.37059 | normal | 0 |
168.749945 | 17,592 | 71,949 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 348 | 95 | 0.033595 | 0.871316 | normal | 0 |
73.721287 | 36,729 | 1,882 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 277 | 86 | 0.015466 | 0.817118 | normal | 0 |
91.506606 | 21,612 | 45,572 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 360 | 63 | 0.02923 | 0.686512 | normal | 0 |
120.682513 | 5,054 | 63,899 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 294 | 2 | 0.084254 | 0.579312 | normal | 0 |
238.60931 | 1,212 | 32,388 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 49 | 35 | 0.131406 | 0.834293 | normal | 0 |
9.623769 | 1,212 | 21,845 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 79 | 19 | 0.077975 | 0.898499 | normal | 0 |
1.705911 | 9,510,634 | 55,435 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 288 | 75 | 0.921359 | 0.924888 | dos | 1 |
123.452202 | 16,833 | 71,943 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 70 | 25 | 0.053334 | 0.725256 | normal | 0 |
317.846743 | 36,830 | 40,162 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 289 | 42 | 0.022608 | 0.650614 | normal | 0 |
395.323198 | 18,407 | 3,131 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 83 | 42 | 0.051075 | 0.347786 | normal | 0 |
17.526521 | 45,560 | 76,879 | 2 | 0 | 3 | 9 | 0 | 0 | 0 | 498 | 65 | 0.048678 | 0.604925 | r2l | 1 |
21.517349 | 24,543 | 21,558 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 226 | 96 | 0.02826 | 0.833903 | normal | 0 |
12.693481 | 23,812 | 36,863 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 158 | 7 | 0.066509 | 0.534252 | normal | 0 |
291.957979 | 142 | 43,434 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 27 | 76 | 0.142489 | 0.542192 | normal | 0 |
18.753632 | 1,885,038 | 44,584 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 282 | 35 | 0.96533 | 0.761838 | dos | 1 |
1.720481 | 5,977 | 20,705 | 0 | 0 | 1 | 2 | 1 | 9 | 0 | 312 | 66 | 0.161891 | 0.601191 | u2r | 1 |
271.647331 | 26,981 | 71,795 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 87 | 98 | 0.160305 | 0.390589 | normal | 0 |
11.040016 | 6,074 | 70,995 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 447 | 82 | 0.155595 | 0.424736 | normal | 0 |
0.777417 | 15,618 | 37,994 | 4 | 2 | 28 | 0 | 1 | 0 | 0 | 187 | 40 | 0.130998 | 0.332831 | probe | 1 |
98.153091 | 15,591 | 87,558 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 156 | 9 | 0.123555 | 0.243873 | normal | 0 |
9.182439 | 48,786 | 55,828 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 4 | 3 | 0.028511 | 0.267067 | normal | 0 |
41.362147 | 32,444 | 40,699 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 203 | 51 | 0.048619 | 0.273062 | normal | 0 |
16.243739 | 13,456 | 55,626 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 405 | 91 | 0.087233 | 0.661942 | normal | 0 |
92.760093 | 44,452 | 12,388 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 329 | 29 | 0.08625 | 0.948236 | normal | 0 |
64.838996 | 46,169 | 46,294 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 367 | 14 | 0.121717 | 0.840574 | normal | 0 |
0.428429 | 46,373 | 21,035 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 12 | 72 | 0.046874 | 0.718725 | normal | 0 |
1.858768 | 30,313 | 90,334 | 1 | 2 | 3 | 19 | 1 | 0 | 0 | 230 | 41 | 0.051634 | 0.561797 | r2l | 1 |
43.014412 | 12,917 | 87,249 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 257 | 96 | 0.025861 | 0.731346 | normal | 0 |
2.542222 | 8,163,346 | 15,703 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 437 | 56 | 0.899091 | 0.097511 | dos | 1 |
25.159827 | 15,960 | 91,861 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 184 | 64 | 0.150585 | 0.335372 | normal | 0 |
17.294473 | 16,996 | 73,508 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 396 | 24 | 0.189315 | 0.484851 | normal | 0 |
705.518419 | 22,597 | 85,056 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 215 | 26 | 0.013112 | 0.300593 | normal | 0 |
13.072761 | 16,666 | 11,517 | 3 | 1 | 2 | 13 | 0 | 0 | 0 | 489 | 11 | 0.069036 | 0.65387 | r2l | 1 |
2.712391 | 8,161,121 | 90,993 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 326 | 5 | 0.870683 | 0.17848 | dos | 1 |
205.070573 | 34,969 | 88,581 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 96 | 34 | 0.18326 | 0.390408 | normal | 0 |
8.380325 | 4,271,208 | 65,756 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 115 | 56 | 0.884977 | 0.950377 | dos | 1 |
45.996524 | 16,643 | 55,722 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 499 | 39 | 0.169859 | 0.562198 | normal | 0 |
4.747961 | 30,779 | 51,512 | 1 | 0 | 0 | 18 | 1 | 0 | 0 | 231 | 8 | 0.18348 | 0.712567 | r2l | 1 |
16.90766 | 1,290,927 | 38,602 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 182 | 45 | 0.771161 | 0.355508 | dos | 1 |
1.974878 | 5,668 | 38,351 | 4 | 2 | 16 | 1 | 0 | 0 | 0 | 28 | 15 | 0.019685 | 0.815354 | probe | 1 |
103.209166 | 41,797 | 78,405 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 202 | 79 | 0.172962 | 0.340389 | normal | 0 |
255.61685 | 43,371 | 36,416 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 208 | 36 | 0.167593 | 0.19572 | normal | 0 |
68.609387 | 19,152 | 251 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 117 | 25 | 0.054522 | 0.416376 | normal | 0 |
132.28029 | 44,113 | 70,767 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 125 | 64 | 0.109537 | 0.226617 | normal | 0 |
354.404324 | 36,248 | 279 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 340 | 41 | 0.171825 | 0.67864 | normal | 0 |
117.251981 | 19,599 | 38,402 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 312 | 37 | 0.026031 | 0.096987 | normal | 0 |
10.807385 | 24,876 | 59,580 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 86 | 42 | 0.12926 | 0.713859 | normal | 0 |
28.045432 | 1,407 | 71,847 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 42 | 58 | 0.104791 | 0.904052 | normal | 0 |
90.410636 | 10,486 | 3,649 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 317 | 85 | 0.092852 | 0.883013 | normal | 0 |
32.235056 | 22,043 | 58,994 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 280 | 70 | 0.013011 | 0.73876 | normal | 0 |
33.89553 | 11,767 | 63,758 | 1 | 1 | 1 | 15 | 1 | 0 | 0 | 94 | 97 | 0.12685 | 0.344131 | r2l | 1 |
51.97857 | 21,290 | 39,637 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 462 | 18 | 0.06034 | 0.977415 | normal | 0 |
61.107037 | 10,061 | 27,907 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 346 | 54 | 0.158774 | 0.78626 | normal | 0 |
3.598935 | 6,690,069 | 98,327 | 3 | 1 | 2 | 2 | 1 | 0 | 0 | 72 | 71 | 0.937134 | 0.946045 | dos | 1 |
74.286221 | 35,462 | 62,290 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 282 | 91 | 0.16252 | 0.573667 | normal | 0 |
48.150304 | 17,716 | 23,645 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 175 | 88 | 0.038527 | 0.827238 | normal | 0 |
7.973379 | 5,067 | 99,367 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 406 | 40 | 0.063996 | 0.237445 | normal | 0 |
90.744395 | 41,634 | 58,138 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 176 | 18 | 0.173476 | 0.368 | normal | 0 |
1.020927 | 16,565 | 18,867 | 1 | 2 | 0 | 16 | 1 | 0 | 0 | 424 | 87 | 0.012328 | 0.656288 | r2l | 1 |
115.760602 | 48,266 | 24,100 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 396 | 2 | 0.02951 | 0.053022 | normal | 0 |
48.045002 | 41,345 | 87,029 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 64 | 7 | 0.164356 | 0.137578 | normal | 0 |
13.665176 | 12,282 | 65,280 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 393 | 37 | 0.000569 | 0.966641 | normal | 0 |
169.465918 | 20,029 | 14,027 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 222 | 84 | 0.066876 | 0.368315 | normal | 0 |
21.753892 | 2,908,876 | 95,112 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 421 | 38 | 0.542492 | 0.281705 | dos | 1 |
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