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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.864058 | 2,987,290 | 67,799 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 368 | 20 | 0.936948 | 0.031277 | dos | 1 |
157.496684 | 4,849 | 70,290 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 314 | 72 | 0.132972 | 0.348043 | normal | 0 |
67.100593 | 5,145 | 36,631 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 58 | 38 | 0.085036 | 0.966596 | normal | 0 |
131.508569 | 33,715 | 7,400 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 25 | 0.085262 | 0.194836 | normal | 0 |
24.125237 | 26,171 | 65,004 | 3 | 0 | 3 | 8 | 1 | 0 | 0 | 238 | 68 | 0.122851 | 0.497174 | r2l | 1 |
42.639348 | 34,263 | 28,820 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 461 | 29 | 0.035762 | 0.689302 | normal | 0 |
184.111527 | 23,058 | 22,864 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 473 | 47 | 0.031602 | 0.013188 | normal | 0 |
3.594044 | 17,022 | 36,295 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 395 | 58 | 0.004228 | 0.184014 | normal | 0 |
367.841232 | 28,095 | 5,598 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 433 | 3 | 0.056047 | 0.433076 | normal | 0 |
104.463434 | 30,277 | 39,418 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 411 | 31 | 0.011837 | 0.311929 | normal | 0 |
56.648526 | 30,526 | 77,074 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 370 | 74 | 0.185941 | 0.353384 | normal | 0 |
11.384196 | 14,213 | 35,786 | 1 | 0 | 19 | 0 | 1 | 0 | 0 | 209 | 12 | 0.02624 | 0.186025 | probe | 1 |
13.095294 | 10,486 | 9,396 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 86 | 67 | 0.058223 | 0.852285 | normal | 0 |
3.767018 | 9,580,597 | 31,725 | 4 | 2 | 3 | 2 | 1 | 0 | 0 | 184 | 48 | 0.589335 | 0.421829 | dos | 1 |
11.526768 | 25,345 | 93,988 | 0 | 0 | 2 | 2 | 1 | 6 | 1 | 157 | 9 | 0.107015 | 0.523917 | u2r | 1 |
26.823171 | 18,367 | 22,299 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 246 | 78 | 0.028788 | 0.67857 | normal | 0 |
128.113502 | 8,431 | 48,598 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 239 | 14 | 0.160816 | 0.944673 | normal | 0 |
57.087889 | 10,960 | 43,211 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 486 | 19 | 0.025637 | 0.694835 | normal | 0 |
105.687019 | 11,210 | 20,943 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 460 | 17 | 0.181651 | 0.916492 | normal | 0 |
22.927132 | 20,643 | 50,125 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 423 | 37 | 0.16035 | 0.802804 | normal | 0 |
5.651111 | 42,354 | 12,614 | 1 | 1 | 24 | 2 | 1 | 0 | 0 | 189 | 86 | 0.130525 | 0.700365 | probe | 1 |
34.8511 | 8,216,381 | 53,160 | 4 | 1 | 2 | 1 | 0 | 0 | 0 | 428 | 21 | 0.80583 | 0.63398 | dos | 1 |
21.726977 | 11,174 | 8,226 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 236 | 31 | 0.043426 | 0.653666 | normal | 0 |
101.182476 | 29,802 | 38,765 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 489 | 12 | 0.035219 | 0.876611 | normal | 0 |
2.243618 | 8,194,565 | 48,343 | 2 | 2 | 4 | 2 | 0 | 0 | 0 | 245 | 59 | 0.546694 | 0.606317 | dos | 1 |
15.610008 | 11,364 | 8,192 | 3 | 1 | 3 | 10 | 1 | 0 | 0 | 202 | 55 | 0.157846 | 0.850909 | r2l | 1 |
15.311028 | 7,793,201 | 57,037 | 2 | 0 | 4 | 1 | 1 | 0 | 0 | 109 | 98 | 0.679522 | 0.928716 | dos | 1 |
69.763317 | 21,447 | 35,283 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 416 | 78 | 0.105918 | 0.569109 | normal | 0 |
1.707571 | 21,605 | 72,283 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 140 | 82 | 0.135483 | 0.221671 | normal | 0 |
230.355368 | 35,450 | 96,706 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 450 | 42 | 0.07974 | 0.625887 | normal | 0 |
175.434131 | 16,842 | 59,994 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 48 | 10 | 0.183266 | 0.961803 | normal | 0 |
19.136353 | 1,600 | 38,531 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 450 | 96 | 0.07469 | 0.110601 | normal | 0 |
53.319595 | 40,987 | 6,400 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 128 | 23 | 0.086964 | 0.881976 | normal | 0 |
147.20657 | 30,217 | 18,324 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 115 | 38 | 0.070688 | 0.871231 | normal | 0 |
391.514364 | 914 | 7,010 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 19 | 10 | 0.178523 | 0.093746 | normal | 0 |
301.873577 | 41,655 | 90,203 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 488 | 18 | 0.038209 | 0.301318 | normal | 0 |
229.619753 | 14,639 | 53,841 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 182 | 4 | 0.061331 | 0.859982 | normal | 0 |
17.241942 | 37,934 | 39,283 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 499 | 67 | 0.156711 | 0.61127 | normal | 0 |
245.894779 | 11,287 | 39,804 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 36 | 29 | 0.077899 | 0.341263 | normal | 0 |
210.738773 | 6,186 | 20,275 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 238 | 76 | 0.080219 | 0.801955 | normal | 0 |
10.780204 | 2,731,389 | 53,245 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 70 | 70 | 0.720729 | 0.003632 | dos | 1 |
50.173803 | 11,610 | 27,133 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 271 | 24 | 0.076311 | 0.187503 | normal | 0 |
61.601749 | 14,229 | 26,452 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 262 | 92 | 0.154295 | 0.513577 | normal | 0 |
106.762431 | 34,932 | 3,663 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 171 | 37 | 0.147513 | 0.494728 | normal | 0 |
6.292328 | 14,300 | 61,239 | 2 | 1 | 3 | 13 | 1 | 0 | 0 | 386 | 52 | 0.145312 | 0.981549 | r2l | 1 |
2.321584 | 26,213 | 5,081 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 230 | 96 | 0.184454 | 0.287484 | normal | 0 |
15.225359 | 40,232 | 81,766 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 57 | 19 | 0.185607 | 0.066403 | normal | 0 |
58.002549 | 30,241 | 89,594 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 40 | 41 | 0.082911 | 0.336064 | normal | 0 |
33.128929 | 34,232 | 46,024 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 77 | 69 | 0.095001 | 0.153658 | normal | 0 |
144.611469 | 43,888 | 44,374 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 214 | 4 | 0.152917 | 0.742563 | normal | 0 |
11.282169 | 16,750 | 33,729 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 397 | 30 | 0.028601 | 0.357215 | normal | 0 |
19.30509 | 13,508 | 88,002 | 3 | 1 | 9 | 2 | 0 | 0 | 0 | 358 | 27 | 0.049184 | 0.766509 | probe | 1 |
225.691579 | 13,694 | 69,910 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 444 | 34 | 0.194098 | 0.365319 | normal | 0 |
3.962947 | 42,330 | 92,933 | 4 | 0 | 13 | 2 | 0 | 0 | 0 | 334 | 70 | 0.060505 | 0.351825 | probe | 1 |
7.702891 | 468,549 | 19,965 | 3 | 2 | 4 | 1 | 0 | 0 | 0 | 126 | 47 | 0.669777 | 0.039122 | dos | 1 |
11.316867 | 37,749 | 12,718 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 440 | 15 | 0.036225 | 0.293888 | normal | 0 |
16.668354 | 32,312 | 59,833 | 1 | 0 | 16 | 2 | 1 | 0 | 0 | 298 | 21 | 0.112862 | 0.020902 | probe | 1 |
14.087874 | 167 | 70,916 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 252 | 98 | 0.16669 | 0.24296 | normal | 0 |
439.809039 | 16,672 | 48,972 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 310 | 30 | 0.191121 | 0.194833 | normal | 0 |
40.502284 | 45,763 | 61,175 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 398 | 5 | 0.083864 | 0.201396 | normal | 0 |
88.027356 | 49,934 | 28,108 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 465 | 14 | 0.178039 | 0.947888 | normal | 0 |
151.137269 | 13,332 | 32,338 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 302 | 24 | 0.091688 | 0.010242 | normal | 0 |
253.34595 | 11,246 | 67,848 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 468 | 36 | 0.165458 | 0.120299 | normal | 0 |
140.873519 | 36,006 | 23,042 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 3 | 15 | 0.04331 | 0.952057 | normal | 0 |
112.240443 | 46,102 | 68,028 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 106 | 49 | 0.09842 | 0.082286 | normal | 0 |
62.732532 | 42,391 | 2,270 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 57 | 88 | 0.166435 | 0.275807 | normal | 0 |
92.988302 | 3,290 | 31,481 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 27 | 92 | 0.108624 | 0.884628 | normal | 0 |
9.889679 | 33,720 | 73,143 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 197 | 24 | 0.113587 | 0.642596 | normal | 0 |
215.349757 | 16,142 | 62,246 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 181 | 87 | 0.128108 | 0.768623 | normal | 0 |
18.381531 | 4,001,186 | 8,460 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 123 | 7 | 0.731256 | 0.416623 | dos | 1 |
4.096268 | 29,745 | 89,128 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 27 | 74 | 0.005239 | 0.594728 | normal | 0 |
5.051895 | 4,338,664 | 27,274 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 165 | 59 | 0.684882 | 0.592569 | dos | 1 |
67.197681 | 27,734 | 22,568 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 120 | 45 | 0.080114 | 0.548307 | normal | 0 |
202.942654 | 25,432 | 44,362 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 89 | 33 | 0.143545 | 0.354812 | normal | 0 |
194.412742 | 45,056 | 20,461 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 390 | 73 | 0.023689 | 0.13173 | normal | 0 |
169.147036 | 42,367 | 5,294 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 322 | 85 | 0.125408 | 0.749379 | normal | 0 |
6.336909 | 14,030 | 24,000 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 485 | 93 | 0.050558 | 0.25524 | normal | 0 |
12.5417 | 9,932,939 | 17,186 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 168 | 49 | 0.527937 | 0.83177 | dos | 1 |
208.383415 | 2,695 | 88,386 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 335 | 58 | 0.116596 | 0.282518 | normal | 0 |
23.113019 | 9,925,878 | 66,839 | 4 | 1 | 3 | 1 | 0 | 0 | 0 | 330 | 64 | 0.891456 | 0.081185 | dos | 1 |
3.753418 | 3,133,245 | 70,749 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 214 | 29 | 0.532287 | 0.330446 | dos | 1 |
8.536963 | 22,383 | 39,775 | 4 | 1 | 17 | 2 | 1 | 0 | 0 | 458 | 70 | 0.095387 | 0.591463 | probe | 1 |
6.946589 | 8,775 | 11,120 | 3 | 1 | 24 | 2 | 0 | 0 | 0 | 179 | 4 | 0.165242 | 0.842065 | probe | 1 |
345.493963 | 21,167 | 14,675 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 36 | 83 | 0.042735 | 0.391513 | normal | 0 |
23.9703 | 23,931 | 62,668 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 286 | 49 | 0.051007 | 0.110283 | normal | 0 |
21.187822 | 24,484 | 94,775 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 214 | 43 | 0.057853 | 0.070804 | normal | 0 |
108.095599 | 40,627 | 58,086 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 258 | 75 | 0.101015 | 0.470295 | normal | 0 |
27.818637 | 28,664 | 30,979 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 354 | 19 | 0.137337 | 0.7181 | normal | 0 |
31.824541 | 4,779,177 | 80,603 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 284 | 54 | 0.558827 | 0.538443 | dos | 1 |
1.096691 | 16,765 | 96,935 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 452 | 71 | 0.127325 | 0.094202 | normal | 0 |
0.576988 | 41,689 | 90,794 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 60 | 43 | 0.063611 | 0.202037 | normal | 0 |
70.294866 | 35,334 | 3,058 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 435 | 84 | 0.037783 | 0.001179 | normal | 0 |
66.955265 | 28,994 | 1,849 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 497 | 7 | 0.160269 | 0.835026 | normal | 0 |
17.836622 | 37,043 | 98,109 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 277 | 12 | 0.114623 | 0.084727 | normal | 0 |
17.572477 | 37,789 | 24,200 | 0 | 2 | 23 | 1 | 1 | 0 | 0 | 109 | 15 | 0.074848 | 0.587207 | probe | 1 |
53.045215 | 43,789 | 99,605 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 81 | 45 | 0.099508 | 0.3731 | normal | 0 |
221.027509 | 39,424 | 26,371 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 297 | 80 | 0.073583 | 0.254356 | normal | 0 |
0.9297 | 28,140 | 25,471 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 84 | 74 | 0.163068 | 0.866934 | normal | 0 |
374.100699 | 3,036 | 95,139 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 316 | 43 | 0.132437 | 0.603988 | normal | 0 |
97.921127 | 26,027 | 25,056 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 182 | 80 | 0.031095 | 0.375398 | normal | 0 |
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