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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
115.686028 | 9,659 | 48,078 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 107 | 64 | 0.173186 | 0.667493 | normal | 0 |
0.937376 | 7,362,146 | 61,662 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 125 | 46 | 0.615272 | 0.751232 | dos | 1 |
10.554773 | 6,380,602 | 85,006 | 2 | 1 | 4 | 0 | 0 | 0 | 0 | 434 | 70 | 0.544546 | 0.118142 | dos | 1 |
250.727681 | 45,474 | 44,211 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 363 | 28 | 0.134073 | 0.468974 | normal | 0 |
392.861656 | 34,465 | 13,313 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 81 | 18 | 0.135337 | 0.630514 | normal | 0 |
56.395115 | 32,321 | 38,819 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 19 | 22 | 0.019875 | 0.111767 | normal | 0 |
95.103956 | 32,256 | 96,159 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 105 | 70 | 0.170688 | 0.599231 | normal | 0 |
59.838011 | 25,261 | 55,085 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 448 | 76 | 0.192604 | 0.46836 | normal | 0 |
38.84305 | 39,256 | 32,140 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 105 | 51 | 0.177423 | 0.338399 | normal | 0 |
8.047149 | 8,835 | 55,913 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 225 | 4 | 0.192414 | 0.852756 | normal | 0 |
60.893054 | 5,676 | 78,590 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 342 | 79 | 0.1435 | 0.377127 | normal | 0 |
170.586377 | 8,306 | 32,781 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 410 | 24 | 0.002602 | 0.840759 | normal | 0 |
1.717816 | 26,142 | 32,016 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 271 | 16 | 0.012009 | 0.096532 | normal | 0 |
87.253149 | 24,437 | 75,129 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 61 | 42 | 0.181314 | 0.409598 | normal | 0 |
212.671856 | 34,346 | 97,183 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 33 | 67 | 0.076432 | 0.682094 | normal | 0 |
24.532453 | 9,674 | 51,406 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 63 | 24 | 0.089883 | 0.091167 | normal | 0 |
28.871678 | 43,118 | 60,010 | 1 | 2 | 11 | 1 | 0 | 0 | 0 | 394 | 60 | 0.1708 | 0.158346 | probe | 1 |
0.194932 | 35,142 | 81,142 | 1 | 2 | 14 | 0 | 1 | 0 | 0 | 197 | 51 | 0.143897 | 0.371275 | probe | 1 |
29.448708 | 35,029 | 10,974 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 208 | 56 | 0.131285 | 0.024982 | normal | 0 |
21.317375 | 20,092 | 13,067 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 297 | 80 | 0.075665 | 0.096409 | normal | 0 |
47.47979 | 49,855 | 32,480 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 247 | 82 | 0.191137 | 0.599515 | normal | 0 |
49.840642 | 4,143 | 71,042 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 127 | 30 | 0.172989 | 0.088671 | normal | 0 |
207.227578 | 40,122 | 1,098 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 113 | 1 | 0.098603 | 0.036468 | normal | 0 |
2.443132 | 9,834,868 | 8,116 | 1 | 0 | 4 | 1 | 1 | 0 | 0 | 393 | 76 | 0.758015 | 0.634846 | dos | 1 |
52.081107 | 46,429 | 13,354 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 286 | 3 | 0.112526 | 0.485599 | normal | 0 |
4.278573 | 810,787 | 19,588 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 463 | 6 | 0.798664 | 0.220394 | dos | 1 |
307.835837 | 31,029 | 8,622 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 294 | 60 | 0.022832 | 0.658168 | normal | 0 |
12.015235 | 27,674 | 66,330 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 342 | 29 | 0.194939 | 0.640664 | normal | 0 |
0.665404 | 3,707,229 | 85,886 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 67 | 50 | 0.581964 | 0.59765 | dos | 1 |
328.418015 | 9,296 | 44,467 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 82 | 60 | 0.153358 | 0.033479 | normal | 0 |
315.413846 | 6,854 | 30,775 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 214 | 3 | 0.031805 | 0.446795 | normal | 0 |
19.50001 | 46,727 | 41,167 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 441 | 93 | 0.006911 | 0.2488 | normal | 0 |
15.678109 | 27,804 | 15,074 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 111 | 1 | 0.14302 | 0.249646 | normal | 0 |
2.807869 | 47,541 | 89,935 | 4 | 0 | 4 | 2 | 1 | 4 | 0 | 416 | 75 | 0.199716 | 0.51051 | u2r | 1 |
5.09968 | 29,496 | 61,909 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 228 | 77 | 0.143298 | 0.429355 | normal | 0 |
14.625924 | 17,298 | 579 | 0 | 1 | 2 | 2 | 1 | 6 | 1 | 248 | 35 | 0.12228 | 0.818284 | u2r | 1 |
3.40843 | 8,823 | 61,689 | 2 | 0 | 4 | 13 | 1 | 0 | 0 | 69 | 63 | 0.015836 | 0.930138 | r2l | 1 |
5.259524 | 8,892,237 | 72,671 | 4 | 0 | 2 | 2 | 1 | 0 | 0 | 48 | 41 | 0.912694 | 0.084184 | dos | 1 |
66.395143 | 49,257 | 29,274 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 65 | 64 | 0.003572 | 0.726894 | normal | 0 |
316.501843 | 41,644 | 68,366 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 56 | 85 | 0.080477 | 0.628712 | normal | 0 |
0.263258 | 36,544 | 29,074 | 4 | 0 | 29 | 1 | 0 | 0 | 0 | 176 | 30 | 0.071066 | 0.511813 | probe | 1 |
44.080397 | 18,018 | 71,705 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 284 | 85 | 0.069227 | 0.592383 | normal | 0 |
619.319672 | 45,952 | 92,878 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 117 | 43 | 0.010737 | 0.787661 | normal | 0 |
75.922066 | 29,127 | 24,315 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 134 | 11 | 0.131655 | 0.134335 | normal | 0 |
47.038995 | 2,366 | 12,297 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 471 | 60 | 0.183444 | 0.32666 | normal | 0 |
48.753369 | 2,514 | 75,361 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 471 | 65 | 0.057592 | 0.115248 | normal | 0 |
21.686269 | 46,044 | 64,101 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 431 | 74 | 0.018285 | 0.602573 | normal | 0 |
71.789706 | 49,812 | 86,014 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 449 | 2 | 0.175222 | 0.365276 | normal | 0 |
24.221548 | 20,943 | 42,480 | 0 | 2 | 28 | 2 | 1 | 0 | 0 | 438 | 32 | 0.17943 | 0.851572 | probe | 1 |
31.580079 | 34,186 | 52,633 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 399 | 58 | 0.121847 | 0.180701 | normal | 0 |
10.59676 | 2,652 | 15,183 | 1 | 1 | 0 | 15 | 1 | 0 | 0 | 49 | 82 | 0.072062 | 0.948672 | r2l | 1 |
37.286076 | 22,804 | 14,879 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 61 | 81 | 0.104864 | 0.896789 | normal | 0 |
11.167215 | 2,212,726 | 98,399 | 4 | 2 | 3 | 1 | 1 | 0 | 0 | 9 | 40 | 0.964115 | 0.865842 | dos | 1 |
6.010386 | 46,463 | 12,076 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 462 | 51 | 0.051186 | 0.112041 | normal | 0 |
2.52957 | 6,002,311 | 3,510 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 60 | 99 | 0.929651 | 0.712598 | dos | 1 |
294.994217 | 39,588 | 58,875 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 368 | 96 | 0.060307 | 0.319363 | normal | 0 |
6.771565 | 3,405,431 | 54,027 | 3 | 2 | 1 | 2 | 1 | 0 | 0 | 237 | 71 | 0.957124 | 0.279445 | dos | 1 |
6.555162 | 33,945 | 71,343 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 474 | 57 | 0.052743 | 0.85645 | normal | 0 |
5.208971 | 21,923 | 33,382 | 3 | 2 | 26 | 1 | 1 | 0 | 0 | 81 | 36 | 0.046325 | 0.901027 | probe | 1 |
41.789587 | 2,626 | 31,930 | 3 | 1 | 4 | 1 | 1 | 1 | 0 | 468 | 7 | 0.176812 | 0.437364 | u2r | 1 |
134.27531 | 48,769 | 78,665 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 166 | 48 | 0.074087 | 0.189931 | normal | 0 |
138.614526 | 32,601 | 72,740 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 37 | 96 | 0.046682 | 0.293318 | normal | 0 |
7.222186 | 1,741,687 | 7,377 | 2 | 1 | 3 | 2 | 1 | 0 | 0 | 490 | 57 | 0.904327 | 0.530289 | dos | 1 |
131.753182 | 42,304 | 7,023 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 71 | 5 | 0.178807 | 0.961225 | normal | 0 |
14.083511 | 5,901 | 44,446 | 3 | 0 | 6 | 1 | 0 | 0 | 0 | 28 | 84 | 0.170401 | 0.841695 | probe | 1 |
129.747997 | 22,537 | 14,306 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 223 | 19 | 0.1575 | 0.729122 | normal | 0 |
14.697949 | 32,057 | 7,934 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 356 | 90 | 0.042838 | 0.161866 | normal | 0 |
3.92379 | 1,445 | 73,540 | 2 | 2 | 2 | 13 | 1 | 0 | 0 | 387 | 93 | 0.138261 | 0.731452 | r2l | 1 |
286.024473 | 845 | 43,105 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 290 | 88 | 0.091377 | 0.747569 | normal | 0 |
2.365399 | 1,869,224 | 21,946 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 325 | 51 | 0.664468 | 0.343748 | dos | 1 |
342.425412 | 8,224 | 74,787 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 478 | 42 | 0.178258 | 0.683357 | normal | 0 |
9.312727 | 5,699 | 43,977 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 72 | 6 | 0.156505 | 0.44328 | normal | 0 |
64.923863 | 33,745 | 42,732 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 181 | 49 | 0.144719 | 0.703792 | normal | 0 |
6.443433 | 24,809 | 5,634 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 455 | 30 | 0.009307 | 0.488423 | normal | 0 |
99.482071 | 37,681 | 75,722 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 462 | 64 | 0.08925 | 0.892506 | normal | 0 |
8.197716 | 10,716 | 26,242 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 337 | 57 | 0.012275 | 0.830435 | normal | 0 |
19.281781 | 7,864 | 87,259 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 271 | 28 | 0.157132 | 0.624959 | normal | 0 |
29.952568 | 40,177 | 48,489 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 327 | 50 | 0.023291 | 0.757358 | normal | 0 |
3.944941 | 5,309,502 | 61,467 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 457 | 11 | 0.778388 | 0.779748 | dos | 1 |
17.908135 | 9,754 | 7,048 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 197 | 19 | 0.149796 | 0.590328 | normal | 0 |
187.491536 | 29,917 | 92,828 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 482 | 7 | 0.178223 | 0.608697 | normal | 0 |
14.14529 | 34,232 | 66,458 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 351 | 17 | 0.004814 | 0.593499 | normal | 0 |
3.588052 | 49,216 | 28,606 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 112 | 12 | 0.084141 | 0.055768 | normal | 0 |
2.417651 | 2,752,201 | 54,077 | 3 | 2 | 2 | 2 | 1 | 0 | 0 | 37 | 20 | 0.8924 | 0.803683 | dos | 1 |
388.44877 | 25,907 | 59,999 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 215 | 71 | 0.089002 | 0.94326 | normal | 0 |
11.691842 | 14,389 | 29,329 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 164 | 61 | 0.152053 | 0.605636 | normal | 0 |
10.727172 | 4,361 | 39,253 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 190 | 57 | 0.001123 | 0.854049 | normal | 0 |
139.097132 | 23,692 | 76,848 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 351 | 36 | 0.126216 | 0.0083 | normal | 0 |
0.200802 | 1,468,286 | 75,224 | 1 | 2 | 3 | 1 | 1 | 0 | 0 | 276 | 7 | 0.640872 | 0.532806 | dos | 1 |
126.330399 | 4,182 | 86,681 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 148 | 84 | 0.173311 | 0.321978 | normal | 0 |
31.373089 | 3,197,017 | 94,980 | 4 | 0 | 1 | 0 | 1 | 0 | 0 | 110 | 28 | 0.984524 | 0.020534 | dos | 1 |
61.631947 | 29,870 | 90,440 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 391 | 50 | 0.032169 | 0.529617 | normal | 0 |
30.827925 | 22,083 | 72,235 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 30 | 55 | 0.023239 | 0.344214 | normal | 0 |
34.706027 | 3,519 | 38,123 | 4 | 0 | 29 | 0 | 1 | 0 | 0 | 267 | 68 | 0.059658 | 0.770109 | probe | 1 |
146.575797 | 31,091 | 12,183 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 290 | 38 | 0.132555 | 0.967766 | normal | 0 |
143.552637 | 18,501 | 1,464 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 357 | 98 | 0.028661 | 0.456503 | normal | 0 |
72.52 | 20,501 | 14,583 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 112 | 9 | 0.071245 | 0.925497 | normal | 0 |
263.626704 | 3,137 | 69,126 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 449 | 36 | 0.110689 | 0.068186 | normal | 0 |
30.623186 | 14,601 | 64,531 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 102 | 96 | 0.036164 | 0.86255 | normal | 0 |
27.48466 | 17,245 | 88,759 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 235 | 63 | 0.170598 | 0.168128 | normal | 0 |
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