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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7.176007 | 8,060,522 | 33,658 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 180 | 63 | 0.830009 | 0.323544 | dos | 1 |
44.631673 | 19,441 | 66,936 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 307 | 58 | 0.191606 | 0.318197 | normal | 0 |
152.318615 | 14,146 | 95,804 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 458 | 99 | 0.058608 | 0.688779 | normal | 0 |
5.487246 | 2,764 | 13,499 | 3 | 2 | 3 | 1 | 0 | 2 | 1 | 328 | 19 | 0.017345 | 0.15522 | u2r | 1 |
235.624881 | 34,657 | 7,919 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 288 | 27 | 0.071798 | 0.337318 | normal | 0 |
17.050532 | 3,853,268 | 25,602 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 439 | 3 | 0.755215 | 0.642516 | dos | 1 |
83.052488 | 3,334 | 73,107 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 436 | 80 | 0.156617 | 0.948963 | normal | 0 |
2.961737 | 4,432,605 | 96,003 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 451 | 73 | 0.825596 | 0.685781 | dos | 1 |
509.098826 | 46,374 | 19,044 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 176 | 88 | 0.036673 | 0.443536 | normal | 0 |
348.3309 | 49,570 | 12,596 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 309 | 29 | 0.119056 | 0.195309 | normal | 0 |
126.529471 | 18,661 | 87,878 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 415 | 79 | 0.038838 | 0.980936 | normal | 0 |
15.458292 | 10,448 | 11,197 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 215 | 9 | 0.199387 | 0.319549 | normal | 0 |
2.906722 | 8,347,457 | 31,227 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 165 | 62 | 0.779785 | 0.559509 | dos | 1 |
174.421784 | 33,296 | 47,568 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 72 | 17 | 0.003965 | 0.356081 | normal | 0 |
183.848652 | 29,015 | 3,749 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 113 | 93 | 0.057851 | 0.158098 | normal | 0 |
0.893407 | 4,843,920 | 58,019 | 2 | 1 | 4 | 1 | 1 | 0 | 0 | 46 | 90 | 0.602866 | 0.655824 | dos | 1 |
32.83978 | 12,694 | 92,961 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 499 | 38 | 0.163932 | 0.929521 | normal | 0 |
102.114543 | 30,604 | 64,486 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 124 | 53 | 0.08103 | 0.246256 | normal | 0 |
38.016065 | 1,000 | 39,873 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 42 | 94 | 0.062253 | 0.478561 | normal | 0 |
59.901633 | 40,290 | 61,329 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 448 | 91 | 0.135804 | 0.79341 | normal | 0 |
48.197109 | 44,458 | 88,553 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 477 | 98 | 0.166527 | 0.100545 | normal | 0 |
3.265098 | 33,616 | 88,614 | 0 | 0 | 3 | 2 | 1 | 3 | 1 | 444 | 40 | 0.192101 | 0.761758 | u2r | 1 |
26.677852 | 4,389 | 30,184 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 304 | 78 | 0.173032 | 0.750589 | normal | 0 |
86.182836 | 40,399 | 21,778 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 126 | 69 | 0.142082 | 0.698811 | normal | 0 |
11.310991 | 47,048 | 4,703 | 2 | 1 | 18 | 2 | 0 | 0 | 0 | 161 | 63 | 0.074465 | 0.655695 | probe | 1 |
108.788339 | 30,941 | 48,983 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 217 | 68 | 0.104499 | 0.008091 | normal | 0 |
83.140548 | 10,703 | 600 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 176 | 33 | 0.110792 | 0.821133 | normal | 0 |
257.672832 | 33,895 | 25,240 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 386 | 98 | 0.107094 | 0.469559 | normal | 0 |
10.71534 | 12,536 | 47,947 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 389 | 30 | 0.194044 | 0.790225 | normal | 0 |
24.928329 | 44,192 | 47,346 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 398 | 50 | 0.155053 | 0.076216 | normal | 0 |
145.39223 | 34,008 | 93,893 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 163 | 23 | 0.012563 | 0.220204 | normal | 0 |
46.011166 | 48,911 | 22,557 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 398 | 15 | 0.120158 | 0.52088 | normal | 0 |
3.247484 | 2,697,079 | 10,231 | 1 | 0 | 4 | 0 | 0 | 0 | 0 | 487 | 61 | 0.957395 | 0.244432 | dos | 1 |
69.981186 | 41,297 | 4,576 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 275 | 70 | 0.070466 | 0.496825 | normal | 0 |
7.797357 | 29,933 | 11,982 | 2 | 2 | 2 | 10 | 1 | 0 | 0 | 336 | 94 | 0.027736 | 0.393265 | r2l | 1 |
4.58625 | 21,309 | 53,468 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 373 | 38 | 0.05761 | 0.130441 | normal | 0 |
34.477727 | 4,653 | 56,885 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 82 | 13 | 0.035134 | 0.059633 | normal | 0 |
165.769654 | 43,592 | 63,858 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 2 | 36 | 0.116581 | 0.413417 | normal | 0 |
29.527689 | 30,814 | 88,183 | 4 | 0 | 5 | 1 | 1 | 0 | 0 | 383 | 48 | 0.084957 | 0.345504 | probe | 1 |
3.602022 | 15,541 | 30,488 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 323 | 40 | 0.199169 | 0.476081 | normal | 0 |
33.121747 | 23,476 | 59,116 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 455 | 6 | 0.192278 | 0.309727 | normal | 0 |
30.769957 | 29,485 | 38,780 | 1 | 2 | 24 | 1 | 0 | 0 | 0 | 489 | 82 | 0.165336 | 0.668245 | probe | 1 |
22.234321 | 34,478 | 88,577 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 379 | 36 | 0.124639 | 0.868947 | normal | 0 |
8.29352 | 27,794 | 50,542 | 1 | 1 | 19 | 0 | 1 | 0 | 0 | 12 | 25 | 0.030838 | 0.671641 | probe | 1 |
112.879084 | 37,307 | 23,631 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 308 | 50 | 0.067222 | 0.935352 | normal | 0 |
20.37279 | 6,792,845 | 73,062 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 208 | 68 | 0.786427 | 0.616301 | dos | 1 |
14.956499 | 4,858 | 37,054 | 1 | 1 | 0 | 19 | 0 | 0 | 0 | 402 | 53 | 0.14817 | 0.110107 | r2l | 1 |
49.725277 | 27,870 | 46,715 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 126 | 62 | 0.145158 | 0.219088 | normal | 0 |
26.797541 | 15,407 | 59,061 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 419 | 24 | 0.152189 | 0.837019 | normal | 0 |
108.294465 | 33,113 | 83,877 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 56 | 89 | 0.187436 | 0.395591 | normal | 0 |
37.083474 | 9,569 | 59,003 | 4 | 1 | 26 | 2 | 1 | 0 | 0 | 288 | 22 | 0.082422 | 0.285775 | probe | 1 |
40.834109 | 15,001 | 19,472 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 74 | 1 | 0.025743 | 0.186842 | normal | 0 |
42.108328 | 6,942 | 92,190 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 161 | 68 | 0.173411 | 0.511668 | normal | 0 |
50.784724 | 7,158 | 60,288 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 144 | 27 | 0.198892 | 0.879804 | normal | 0 |
34.409521 | 10,620 | 62,597 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 343 | 38 | 0.139166 | 0.788082 | normal | 0 |
123.870714 | 30,886 | 70,725 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 158 | 33 | 0.053587 | 0.003423 | normal | 0 |
105.371083 | 48,880 | 67,363 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 174 | 7 | 0.087092 | 0.513489 | normal | 0 |
58.120813 | 1,656 | 43,399 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 328 | 6 | 0.080569 | 0.591459 | normal | 0 |
50.725646 | 35,090 | 25,692 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 65 | 13 | 0.124251 | 0.528137 | normal | 0 |
45.421102 | 29,986 | 67,541 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 457 | 94 | 0.147614 | 0.8745 | normal | 0 |
33.333282 | 8,596 | 94,231 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 353 | 14 | 0.069932 | 0.704153 | normal | 0 |
8.659865 | 3,724,305 | 6,590 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 464 | 84 | 0.79621 | 0.931674 | dos | 1 |
0.604176 | 25,468 | 98,471 | 2 | 1 | 23 | 0 | 1 | 0 | 0 | 260 | 55 | 0.104887 | 0.662093 | probe | 1 |
38.743073 | 49,246 | 80,641 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 490 | 13 | 0.162447 | 0.844906 | normal | 0 |
79.337424 | 26,713 | 79,123 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 115 | 2 | 0.175434 | 0.214014 | normal | 0 |
148.628492 | 35,834 | 75,728 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 263 | 43 | 0.171703 | 0.031078 | normal | 0 |
50.368806 | 14,184 | 74,016 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 94 | 94 | 0.121249 | 0.7913 | normal | 0 |
289.601194 | 11,008 | 82,957 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 323 | 27 | 0.045313 | 0.411685 | normal | 0 |
175.648864 | 27,496 | 62,943 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 182 | 53 | 0.127112 | 0.295087 | normal | 0 |
418.658143 | 45,706 | 92,597 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 199 | 7 | 0.130814 | 0.031154 | normal | 0 |
0.233335 | 44,102 | 71,734 | 4 | 0 | 11 | 1 | 1 | 0 | 0 | 346 | 55 | 0.078423 | 0.712427 | probe | 1 |
95.900501 | 4,102 | 77,092 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 360 | 22 | 0.113736 | 0.529422 | normal | 0 |
91.249616 | 1,460 | 86,743 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 408 | 56 | 0.10916 | 0.643207 | normal | 0 |
13.871753 | 9,345 | 75,859 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 122 | 80 | 0.000947 | 0.113978 | normal | 0 |
21.922486 | 49,691 | 3,973 | 4 | 0 | 17 | 0 | 0 | 0 | 0 | 208 | 37 | 0.124823 | 0.96788 | probe | 1 |
91.680801 | 4,453 | 42,144 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 418 | 43 | 0.017018 | 0.672646 | normal | 0 |
70.710839 | 17,266 | 78,719 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 498 | 54 | 0.072712 | 0.448369 | normal | 0 |
118.184241 | 35,478 | 43,313 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 318 | 55 | 0.091896 | 0.553645 | normal | 0 |
58.707304 | 10,106 | 30,171 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 456 | 51 | 0.148503 | 0.362337 | normal | 0 |
74.204264 | 333 | 58,826 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 240 | 84 | 0.037145 | 0.091264 | normal | 0 |
50.808323 | 26,749 | 77,395 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 313 | 59 | 0.188251 | 0.371127 | normal | 0 |
126.361982 | 10,723 | 45,765 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 159 | 21 | 0.012779 | 0.245822 | normal | 0 |
209.241307 | 15,995 | 98,503 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 85 | 77 | 0.011322 | 0.79308 | normal | 0 |
183.787633 | 20,972 | 16,338 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 267 | 53 | 0.02941 | 0.744624 | normal | 0 |
18.122726 | 7,826,425 | 24,910 | 2 | 1 | 4 | 0 | 1 | 0 | 0 | 30 | 51 | 0.760128 | 0.713667 | dos | 1 |
1.388364 | 2,884 | 19,797 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 478 | 46 | 0.117157 | 0.010914 | normal | 0 |
4.310315 | 9,813,823 | 16,562 | 3 | 0 | 4 | 0 | 1 | 0 | 0 | 499 | 63 | 0.538017 | 0.636638 | dos | 1 |
32.141222 | 1,451 | 25,025 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 395 | 99 | 0.142719 | 0.38561 | normal | 0 |
218.902378 | 305 | 67,260 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 115 | 50 | 0.037004 | 0.94933 | normal | 0 |
21.936084 | 16,668 | 99,483 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 180 | 49 | 0.177052 | 0.966066 | normal | 0 |
57.918611 | 23,229 | 21,219 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 230 | 18 | 0.033553 | 0.584988 | normal | 0 |
6.223643 | 133,563 | 17,251 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 76 | 24 | 0.739747 | 0.739606 | dos | 1 |
6.891355 | 38,370 | 99,281 | 0 | 2 | 0 | 1 | 0 | 9 | 0 | 474 | 16 | 0.1041 | 0.856432 | u2r | 1 |
53.772064 | 43,852 | 98,298 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 106 | 95 | 0.121759 | 0.491612 | normal | 0 |
113.514306 | 12,786 | 13,522 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 190 | 93 | 0.047604 | 0.511555 | normal | 0 |
79.617599 | 48,110 | 20,024 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 412 | 65 | 0.113402 | 0.756529 | normal | 0 |
32.259974 | 2,829 | 41,625 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 457 | 34 | 0.074309 | 0.905332 | normal | 0 |
103.938944 | 16,797 | 43,032 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 202 | 29 | 0.136326 | 0.913297 | normal | 0 |
22.846655 | 41,287 | 76,251 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 271 | 15 | 0.086415 | 0.861541 | normal | 0 |
6.481124 | 39,669 | 37,065 | 4 | 1 | 4 | 8 | 1 | 0 | 0 | 416 | 1 | 0.007012 | 0.163077 | r2l | 1 |
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