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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
95.141648 | 46,265 | 57,846 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 490 | 97 | 0.018321 | 0.411505 | normal | 0 |
97.100311 | 45,032 | 22,891 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 496 | 43 | 0.040405 | 0.497426 | normal | 0 |
4.765785 | 48,048 | 41,448 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 417 | 36 | 0.181112 | 0.983577 | normal | 0 |
93.592654 | 12,938 | 52,989 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 48 | 28 | 0.132704 | 0.911744 | normal | 0 |
46.910189 | 17,082 | 1,426 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 404 | 61 | 0.131909 | 0.385971 | normal | 0 |
137.611643 | 3,843 | 48,372 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 104 | 81 | 0.164182 | 0.525426 | normal | 0 |
8.272961 | 32,066 | 64,994 | 3 | 2 | 0 | 14 | 0 | 0 | 0 | 395 | 80 | 0.112664 | 0.830834 | r2l | 1 |
80.330545 | 41,476 | 34,367 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 118 | 95 | 0.167836 | 0.646389 | normal | 0 |
16.981783 | 44,493 | 50,986 | 2 | 1 | 6 | 0 | 0 | 0 | 0 | 322 | 6 | 0.180669 | 0.803916 | probe | 1 |
101.160689 | 48,373 | 15,147 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 68 | 43 | 0.196779 | 0.733632 | normal | 0 |
138.182946 | 46,895 | 45,720 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 226 | 10 | 0.188974 | 0.198397 | normal | 0 |
28.632735 | 6,310 | 9,232 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 102 | 61 | 0.142087 | 0.991994 | normal | 0 |
62.482707 | 33,950 | 81,958 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 374 | 51 | 0.029248 | 0.560949 | normal | 0 |
337.338642 | 687 | 27,288 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 278 | 19 | 0.134199 | 0.571835 | normal | 0 |
35.398649 | 29,543 | 84,834 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 313 | 89 | 0.028601 | 0.598416 | normal | 0 |
25.251218 | 11,099 | 90,150 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 300 | 66 | 0.055401 | 0.04913 | normal | 0 |
4.331365 | 36,526 | 25,325 | 4 | 1 | 19 | 0 | 0 | 0 | 0 | 373 | 57 | 0.01027 | 0.963007 | probe | 1 |
81.825888 | 15,945 | 86,977 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 416 | 43 | 0.082832 | 0.660347 | normal | 0 |
299.148334 | 10,515 | 84,751 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 480 | 58 | 0.150588 | 0.203752 | normal | 0 |
0.320426 | 2,477,526 | 31,028 | 3 | 0 | 0 | 1 | 1 | 0 | 0 | 22 | 86 | 0.82566 | 0.762574 | dos | 1 |
36.143356 | 22,064 | 76,137 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 261 | 44 | 0.038763 | 0.059207 | normal | 0 |
101.768628 | 10,475 | 70,093 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 69 | 21 | 0.129885 | 0.255678 | normal | 0 |
98.04088 | 47,631 | 66,204 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 412 | 31 | 0.054644 | 0.288688 | normal | 0 |
4.404421 | 16,248 | 5,350 | 3 | 1 | 6 | 0 | 0 | 0 | 0 | 14 | 78 | 0.085953 | 0.028394 | probe | 1 |
11.200933 | 591,607 | 19,137 | 1 | 1 | 4 | 0 | 1 | 0 | 0 | 314 | 50 | 0.6946 | 0.924835 | dos | 1 |
100.667178 | 43,081 | 5,369 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 47 | 15 | 0.083647 | 0.54651 | normal | 0 |
56.240747 | 21,510 | 4,873 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 261 | 95 | 0.065257 | 0.321534 | normal | 0 |
1.209954 | 29,451 | 92,161 | 3 | 2 | 0 | 12 | 1 | 0 | 0 | 341 | 14 | 0.186518 | 0.472408 | r2l | 1 |
77.601694 | 43,429 | 37,516 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 431 | 20 | 0.086023 | 0.550217 | normal | 0 |
453.440843 | 26,035 | 32,949 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 387 | 46 | 0.18955 | 0.860865 | normal | 0 |
43.038237 | 33,038 | 6,145 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 460 | 86 | 0.087646 | 0.880371 | normal | 0 |
336.85139 | 37,887 | 85,161 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 443 | 49 | 0.03806 | 0.037161 | normal | 0 |
10.115353 | 20,708 | 13,581 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 225 | 43 | 0.188538 | 0.486754 | normal | 0 |
131.844925 | 46,597 | 25,552 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 275 | 65 | 0.063053 | 0.827167 | normal | 0 |
12.141085 | 2,208 | 84,843 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 232 | 96 | 0.087637 | 0.499938 | normal | 0 |
31.961532 | 15,576 | 83,365 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 263 | 50 | 0.046612 | 0.766335 | normal | 0 |
3.78746 | 9,476,573 | 56,291 | 1 | 2 | 3 | 2 | 0 | 0 | 0 | 396 | 77 | 0.884339 | 0.004343 | dos | 1 |
89.840095 | 10,087 | 81,825 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 494 | 22 | 0.174626 | 0.657035 | normal | 0 |
149.259451 | 39,484 | 99,612 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 139 | 66 | 0.018714 | 0.114027 | normal | 0 |
95.532112 | 35,653 | 14,190 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 79 | 93 | 0.052469 | 0.890331 | normal | 0 |
90.045357 | 33,264 | 8,571 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 101 | 52 | 0.188011 | 0.938943 | normal | 0 |
243.443889 | 25,479 | 83,775 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 406 | 91 | 0.100809 | 0.857532 | normal | 0 |
60.177338 | 40,899 | 62,230 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 159 | 9 | 0.184288 | 0.61773 | normal | 0 |
6.334547 | 2,380,376 | 97,046 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 3 | 58 | 0.714453 | 0.09369 | dos | 1 |
7.160567 | 12,061 | 45,839 | 2 | 2 | 10 | 1 | 0 | 0 | 0 | 325 | 22 | 0.173392 | 0.906196 | probe | 1 |
51.081662 | 40,632 | 74,283 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 161 | 18 | 0.137325 | 0.703508 | normal | 0 |
124.741195 | 8,946 | 82,028 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 462 | 40 | 0.017756 | 0.383878 | normal | 0 |
4.347497 | 7,744 | 57,408 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 459 | 54 | 0.144871 | 0.54113 | normal | 0 |
1.516876 | 8,014,613 | 71,570 | 4 | 1 | 3 | 0 | 1 | 0 | 0 | 404 | 17 | 0.841513 | 0.796658 | dos | 1 |
1.703545 | 4,131,541 | 24,236 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 491 | 88 | 0.799354 | 0.329028 | dos | 1 |
88.007972 | 47,279 | 64,864 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 31 | 84 | 0.165569 | 0.899607 | normal | 0 |
27.821324 | 1,192 | 11,392 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 336 | 5 | 0.192243 | 0.801286 | normal | 0 |
5.267793 | 5,623,093 | 26,891 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 73 | 2 | 0.515837 | 0.918582 | dos | 1 |
89.837891 | 9,613 | 91,544 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 435 | 14 | 0.018393 | 0.153285 | normal | 0 |
143.258929 | 40,195 | 59,478 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 69 | 75 | 0.067257 | 0.303733 | normal | 0 |
40.369904 | 37,861 | 38,488 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 82 | 14 | 0.073115 | 0.763841 | normal | 0 |
86.323493 | 3,179 | 12,254 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 468 | 2 | 0.175418 | 0.137603 | normal | 0 |
9.335168 | 42,568 | 69,463 | 3 | 2 | 6 | 1 | 1 | 0 | 0 | 377 | 86 | 0.119159 | 0.899278 | probe | 1 |
19.713304 | 41,881 | 93,577 | 2 | 1 | 1 | 15 | 1 | 0 | 0 | 220 | 54 | 0.039007 | 0.368376 | r2l | 1 |
41.082372 | 12,267 | 2,497 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 83 | 86 | 0.01061 | 0.439719 | normal | 0 |
599.374441 | 2,235 | 2,976 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 397 | 25 | 0.092088 | 0.928154 | normal | 0 |
384.379236 | 30,336 | 66,276 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 82 | 10 | 0.1128 | 0.706469 | normal | 0 |
150.879402 | 21,405 | 16,854 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 466 | 96 | 0.149395 | 0.553648 | normal | 0 |
2.027117 | 46,522 | 50,817 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 397 | 69 | 0.15316 | 0.098967 | normal | 0 |
78.411164 | 786 | 11,907 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 139 | 79 | 0.022812 | 0.239883 | normal | 0 |
9.084025 | 9,266 | 53,142 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 133 | 71 | 0.170062 | 0.478369 | normal | 0 |
225.511033 | 41,565 | 29,436 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 228 | 79 | 0.039268 | 0.569219 | normal | 0 |
155.891712 | 48,826 | 24,685 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 460 | 35 | 0.104135 | 0.850195 | normal | 0 |
358.778157 | 16,557 | 44,840 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 147 | 66 | 0.007523 | 0.734082 | normal | 0 |
93.747084 | 17,064 | 84,182 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 341 | 77 | 0.018495 | 0.817778 | normal | 0 |
73.850613 | 27,816 | 46,283 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 453 | 55 | 0.124768 | 0.121067 | normal | 0 |
0.308947 | 24,898 | 62,891 | 2 | 1 | 1 | 1 | 0 | 2 | 1 | 190 | 75 | 0.125977 | 0.847329 | u2r | 1 |
48.849087 | 12,299 | 66,495 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 481 | 13 | 0.09818 | 0.247987 | normal | 0 |
63.240975 | 17,380 | 67,095 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 234 | 27 | 0.122456 | 0.777069 | normal | 0 |
26.921942 | 2,533 | 91,228 | 2 | 1 | 23 | 2 | 1 | 0 | 0 | 385 | 69 | 0.148505 | 0.545738 | probe | 1 |
20.898688 | 36,820 | 91,163 | 3 | 2 | 0 | 0 | 0 | 7 | 0 | 75 | 69 | 0.145038 | 0.74313 | u2r | 1 |
90.605415 | 7,552 | 15,677 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 490 | 82 | 0.145768 | 0.826453 | normal | 0 |
8.827693 | 8,016,023 | 52,925 | 3 | 1 | 3 | 0 | 0 | 0 | 0 | 163 | 16 | 0.527143 | 0.697551 | dos | 1 |
198.616916 | 46,954 | 70,527 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 133 | 77 | 0.144408 | 0.99682 | normal | 0 |
73.15402 | 33,690 | 94,492 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 217 | 90 | 0.151436 | 0.937671 | normal | 0 |
42.689761 | 26,887 | 51,102 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 447 | 82 | 0.094224 | 0.328005 | normal | 0 |
102.046826 | 11,626 | 70,230 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 459 | 51 | 0.089642 | 0.618174 | normal | 0 |
59.036921 | 2,239 | 56,209 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 86 | 94 | 0.002666 | 0.868224 | normal | 0 |
8.4949 | 28,525 | 4,762 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 390 | 90 | 0.176058 | 0.241446 | normal | 0 |
47.450832 | 43,443 | 18,451 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 488 | 86 | 0.108933 | 0.565414 | normal | 0 |
512.809168 | 48,138 | 12,027 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 1 | 6 | 0.107638 | 0.637278 | normal | 0 |
4.972807 | 41,373 | 75,636 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 430 | 25 | 0.156783 | 0.034558 | normal | 0 |
119.292378 | 2,749 | 8,148 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 269 | 53 | 0.102676 | 0.759818 | normal | 0 |
184.003861 | 42,949 | 94,257 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 439 | 72 | 0.08734 | 0.966526 | normal | 0 |
9.870471 | 2,669,470 | 89,276 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 147 | 59 | 0.697405 | 0.200249 | dos | 1 |
5.448352 | 4,999,884 | 43,074 | 4 | 2 | 4 | 0 | 0 | 0 | 0 | 86 | 85 | 0.813091 | 0.054645 | dos | 1 |
0.630955 | 34,532 | 6,508 | 0 | 1 | 7 | 0 | 1 | 0 | 0 | 285 | 67 | 0.088715 | 0.090521 | probe | 1 |
56.096649 | 48,628 | 97,481 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 94 | 99 | 0.188218 | 0.600985 | normal | 0 |
16.784843 | 6,633,320 | 11,152 | 3 | 0 | 3 | 0 | 1 | 0 | 0 | 259 | 40 | 0.932662 | 0.256883 | dos | 1 |
328.00003 | 35,400 | 94,868 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 7 | 36 | 0.014927 | 0.511279 | normal | 0 |
56.616353 | 17,139 | 83,912 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 349 | 99 | 0.144474 | 0.445583 | normal | 0 |
109.478732 | 3,818 | 15,312 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 390 | 66 | 0.129128 | 0.996408 | normal | 0 |
75.781464 | 20,466 | 35,999 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 170 | 6 | 0.166162 | 0.642084 | normal | 0 |
5.622446 | 7,544 | 45,083 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 62 | 58 | 0.195655 | 0.71557 | normal | 0 |
305.223069 | 6,309 | 18,897 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 266 | 92 | 0.094759 | 0.304748 | normal | 0 |
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