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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
153.219282 | 13,368 | 8,824 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 450 | 76 | 0.003551 | 0.833245 | normal | 0 |
10.683153 | 4,104,529 | 31,359 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 54 | 32 | 0.805058 | 0.482554 | dos | 1 |
1.793862 | 6,520 | 29,117 | 4 | 2 | 3 | 0 | 1 | 2 | 1 | 296 | 92 | 0.076689 | 0.612977 | u2r | 1 |
149.653024 | 4,478 | 74,014 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 15 | 58 | 0.092287 | 0.800696 | normal | 0 |
1.289883 | 18,146 | 45,923 | 0 | 2 | 8 | 0 | 1 | 0 | 0 | 7 | 32 | 0.015789 | 0.729356 | probe | 1 |
22.935991 | 1,098 | 94,872 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 346 | 65 | 0.07445 | 0.543405 | normal | 0 |
8.024061 | 28,857 | 71,630 | 4 | 1 | 3 | 9 | 1 | 0 | 0 | 161 | 75 | 0.143226 | 0.228515 | r2l | 1 |
118.151685 | 4,402 | 71,468 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 58 | 60 | 0.085689 | 0.681077 | normal | 0 |
4.044474 | 2,451,411 | 80,238 | 4 | 2 | 0 | 2 | 0 | 0 | 0 | 290 | 45 | 0.928399 | 0.711804 | dos | 1 |
45.724753 | 47,766 | 43,228 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 75 | 16 | 0.139549 | 0.710238 | normal | 0 |
4.540435 | 19,008 | 12,593 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 184 | 88 | 0.034014 | 0.795741 | normal | 0 |
46.066482 | 46,922 | 178 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 443 | 32 | 0.150308 | 0.883932 | normal | 0 |
13.766397 | 6,835 | 1,911 | 2 | 2 | 2 | 8 | 1 | 0 | 0 | 407 | 65 | 0.084721 | 0.553626 | r2l | 1 |
13.113451 | 390,508 | 50,651 | 3 | 0 | 4 | 2 | 0 | 0 | 0 | 311 | 57 | 0.84907 | 0.77705 | dos | 1 |
0.47462 | 45,291 | 97,223 | 4 | 2 | 9 | 0 | 1 | 0 | 0 | 25 | 35 | 0.140158 | 0.391671 | probe | 1 |
7.977739 | 11,709 | 59,341 | 4 | 2 | 1 | 8 | 0 | 0 | 0 | 332 | 17 | 0.064402 | 0.989409 | r2l | 1 |
88.165802 | 43,277 | 70,048 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 471 | 22 | 0.130816 | 0.800482 | normal | 0 |
27.432885 | 34,054 | 84,595 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 97 | 65 | 0.004403 | 0.659714 | normal | 0 |
88.525117 | 37,162 | 51,322 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 298 | 48 | 0.185223 | 0.548725 | normal | 0 |
230.599052 | 41,003 | 18,716 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 249 | 39 | 0.027056 | 0.417808 | normal | 0 |
64.088355 | 23,699 | 3,989 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 213 | 67 | 0.160772 | 0.879422 | normal | 0 |
194.764284 | 24,473 | 84,674 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 378 | 4 | 0.060428 | 0.809785 | normal | 0 |
262.102119 | 11,104 | 30,447 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 128 | 20 | 0.075026 | 0.13432 | normal | 0 |
9.694495 | 42,577 | 67,586 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 393 | 28 | 0.080793 | 0.689192 | normal | 0 |
10.071751 | 29,319 | 97,015 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 169 | 1 | 0.090836 | 0.740664 | normal | 0 |
64.634792 | 49,257 | 73,989 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 14 | 71 | 0.099813 | 0.344083 | normal | 0 |
17.786543 | 49,962 | 98,635 | 2 | 1 | 2 | 15 | 1 | 0 | 0 | 446 | 62 | 0.161555 | 0.489058 | r2l | 1 |
3.313447 | 9,239,217 | 80,836 | 2 | 1 | 4 | 0 | 0 | 0 | 0 | 91 | 38 | 0.687552 | 0.603745 | dos | 1 |
7.934924 | 23,326 | 37,124 | 2 | 1 | 2 | 6 | 0 | 0 | 0 | 137 | 94 | 0.092237 | 0.227374 | r2l | 1 |
102.44165 | 14,244 | 31,746 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 108 | 51 | 0.01056 | 0.073558 | normal | 0 |
0.208368 | 26,389 | 4,542 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 109 | 50 | 0.032519 | 0.048813 | normal | 0 |
5.179555 | 5,935,331 | 79,063 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 219 | 71 | 0.726898 | 0.184185 | dos | 1 |
26.406853 | 12,558 | 4,868 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 202 | 20 | 0.16455 | 0.955734 | normal | 0 |
249.010536 | 38,676 | 8,124 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 367 | 87 | 0.041705 | 0.119132 | normal | 0 |
11.54274 | 31,535 | 72,158 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 452 | 16 | 0.194986 | 0.718746 | normal | 0 |
27.192314 | 28,094 | 92,728 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 359 | 21 | 0.136802 | 0.917479 | normal | 0 |
26.771436 | 7,992 | 64,354 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 322 | 53 | 0.113854 | 0.47534 | normal | 0 |
556.043675 | 5,653 | 72,119 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 424 | 58 | 0.143412 | 0.301934 | normal | 0 |
0.461116 | 20,088 | 12,487 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 408 | 65 | 0.141041 | 0.199201 | normal | 0 |
102.064678 | 27,323 | 12,955 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 100 | 62 | 0.190533 | 0.461055 | normal | 0 |
203.781282 | 28,272 | 65,334 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 379 | 17 | 0.023502 | 0.46001 | normal | 0 |
20.70044 | 8,156,293 | 56,229 | 3 | 1 | 4 | 0 | 1 | 0 | 0 | 314 | 36 | 0.778942 | 0.779938 | dos | 1 |
45.056784 | 7,254 | 55,574 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 494 | 49 | 0.187969 | 0.367478 | normal | 0 |
317.74787 | 40,007 | 65,829 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 74 | 66 | 0.124811 | 0.805536 | normal | 0 |
2.474162 | 15,579 | 55,500 | 2 | 2 | 27 | 2 | 1 | 0 | 0 | 308 | 87 | 0.018645 | 0.050173 | probe | 1 |
56.908156 | 20,466 | 93,036 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 101 | 5 | 0.014374 | 0.054241 | normal | 0 |
85.174087 | 277 | 94,292 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 440 | 59 | 0.09006 | 0.22037 | normal | 0 |
342.710576 | 48,356 | 8,484 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 182 | 76 | 0.085836 | 0.255165 | normal | 0 |
404.900961 | 10,902 | 63,877 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 22 | 41 | 0.029746 | 0.399625 | normal | 0 |
59.751574 | 37,381 | 83,081 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 467 | 58 | 0.159212 | 0.306734 | normal | 0 |
4.262211 | 3,466,983 | 57,754 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 5 | 59 | 0.580724 | 0.92016 | dos | 1 |
35.950785 | 44,449 | 66,044 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 110 | 34 | 0.183576 | 0.242991 | normal | 0 |
46.491718 | 7,874 | 28,531 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 320 | 81 | 0.104312 | 0.757005 | normal | 0 |
18.011026 | 16,725 | 44,249 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 157 | 21 | 0.074889 | 0.405485 | normal | 0 |
23.46907 | 28,675 | 94,825 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 224 | 68 | 0.152501 | 0.706537 | normal | 0 |
106.965552 | 42,439 | 87,096 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 313 | 59 | 0.01866 | 0.790362 | normal | 0 |
71.49463 | 9,888 | 92,251 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 106 | 26 | 0.104965 | 0.422957 | normal | 0 |
26.283579 | 40,896 | 17,777 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 189 | 60 | 0.057059 | 0.785682 | normal | 0 |
51.568678 | 13,849 | 10,810 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 272 | 89 | 0.133614 | 0.28805 | normal | 0 |
46.710138 | 46,621 | 62,210 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 124 | 61 | 0.082703 | 0.047701 | normal | 0 |
437.090507 | 10,296 | 26,552 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 195 | 26 | 0.086246 | 0.822524 | normal | 0 |
4.407056 | 8,439,450 | 29,812 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 481 | 41 | 0.74104 | 0.402324 | dos | 1 |
49.096799 | 1,400 | 49,858 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 168 | 88 | 0.108763 | 0.419836 | normal | 0 |
245.243844 | 40,791 | 96,925 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 203 | 59 | 0.039793 | 0.663385 | normal | 0 |
41.951645 | 23,962 | 83,218 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 40 | 27 | 0.136785 | 0.81763 | normal | 0 |
5.604501 | 9,165,373 | 48,480 | 3 | 0 | 1 | 1 | 1 | 0 | 0 | 329 | 77 | 0.792029 | 0.668638 | dos | 1 |
340.069741 | 30,691 | 93,063 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 476 | 48 | 0.181095 | 0.407593 | normal | 0 |
49.475358 | 44,844 | 56,765 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 248 | 51 | 0.106691 | 0.319283 | normal | 0 |
30.630449 | 9,037,423 | 69,394 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 349 | 85 | 0.994953 | 0.350722 | dos | 1 |
19.00144 | 37,155 | 85,027 | 1 | 2 | 23 | 0 | 0 | 0 | 0 | 29 | 57 | 0.048228 | 0.322995 | probe | 1 |
30.967184 | 14,484 | 53,871 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 231 | 37 | 0.052235 | 0.620874 | normal | 0 |
85.368376 | 39,105 | 66,276 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 105 | 17 | 0.165523 | 0.736797 | normal | 0 |
27.10919 | 4,208,813 | 28,868 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 421 | 40 | 0.602455 | 0.336122 | dos | 1 |
7.48131 | 26,448 | 53,051 | 2 | 0 | 4 | 1 | 1 | 2 | 0 | 36 | 89 | 0.192015 | 0.342482 | u2r | 1 |
7.718394 | 36,673 | 59,681 | 4 | 1 | 16 | 2 | 0 | 0 | 0 | 80 | 50 | 0.080983 | 0.178518 | probe | 1 |
245.764392 | 2,314 | 32,438 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 101 | 10 | 0.072365 | 0.477133 | normal | 0 |
29.271152 | 31,073 | 29,437 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 290 | 32 | 0.026751 | 0.728365 | normal | 0 |
51.386258 | 24,732 | 34,202 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 165 | 15 | 0.111163 | 0.322272 | normal | 0 |
34.62953 | 8,702,537 | 38,310 | 2 | 0 | 1 | 1 | 0 | 0 | 0 | 433 | 29 | 0.722147 | 0.594961 | dos | 1 |
72.990637 | 832 | 48,366 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 113 | 7 | 0.087097 | 0.439244 | normal | 0 |
10.088005 | 47,793 | 50,473 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 157 | 63 | 0.192934 | 0.603134 | normal | 0 |
1.429779 | 6,677,186 | 56,361 | 3 | 2 | 1 | 1 | 0 | 0 | 0 | 343 | 90 | 0.713655 | 0.503362 | dos | 1 |
139.696712 | 20,373 | 58,354 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 181 | 99 | 0.028823 | 0.363801 | normal | 0 |
14.554801 | 35,692 | 61,527 | 0 | 0 | 20 | 1 | 1 | 0 | 0 | 108 | 82 | 0.074856 | 0.729026 | probe | 1 |
96.2776 | 2,554 | 65,711 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 234 | 26 | 0.177031 | 0.420273 | normal | 0 |
9.1647 | 29,587 | 88,990 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 174 | 98 | 0.029427 | 0.440734 | normal | 0 |
68.379436 | 30,789 | 43,285 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 365 | 66 | 0.061936 | 0.793537 | normal | 0 |
1.859844 | 5,448,236 | 79,190 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 215 | 90 | 0.505942 | 0.114944 | dos | 1 |
226.915958 | 45,365 | 48,407 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 170 | 62 | 0.187481 | 0.69386 | normal | 0 |
41.155488 | 11,675 | 83,359 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 497 | 49 | 0.081358 | 0.791174 | normal | 0 |
2.679171 | 41,036 | 55,090 | 1 | 0 | 3 | 12 | 0 | 0 | 0 | 36 | 28 | 0.056383 | 0.729384 | r2l | 1 |
119.528903 | 2,524 | 94,240 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 333 | 90 | 0.045958 | 0.446985 | normal | 0 |
41.552948 | 39,051 | 208 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 499 | 64 | 0.11023 | 0.281133 | normal | 0 |
6.707958 | 49,965 | 31,321 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 15 | 55 | 0.060715 | 0.3161 | normal | 0 |
70.409015 | 16,569 | 13,905 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 155 | 34 | 0.048053 | 0.49987 | normal | 0 |
92.038846 | 34,884 | 247 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 262 | 56 | 0.092356 | 0.993963 | normal | 0 |
0.585873 | 30,685 | 93,561 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 449 | 71 | 0.149013 | 0.251791 | normal | 0 |
10.045631 | 11,778 | 35,662 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 449 | 22 | 0.107391 | 0.147603 | normal | 0 |
23.229864 | 5,801 | 62,821 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 259 | 93 | 0.180129 | 0.494005 | normal | 0 |
42.779092 | 20,198 | 11,966 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 200 | 24 | 0.001161 | 0.18813 | normal | 0 |
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