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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.459176 | 48,236 | 63,418 | 3 | 2 | 21 | 0 | 0 | 0 | 0 | 253 | 36 | 0.070847 | 0.839018 | probe | 1 |
18.773082 | 9,922,899 | 3,013 | 3 | 0 | 1 | 1 | 1 | 0 | 0 | 307 | 31 | 0.679269 | 0.391855 | dos | 1 |
179.301047 | 25,912 | 93,278 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 353 | 7 | 0.187603 | 0.753454 | normal | 0 |
5.733279 | 31,982 | 19,694 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 64 | 5 | 0.180763 | 0.526798 | normal | 0 |
23.020352 | 33,875 | 66,218 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 402 | 87 | 0.18206 | 0.190003 | normal | 0 |
78.625686 | 4,929 | 43,223 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 151 | 14 | 0.120594 | 0.288203 | normal | 0 |
4.204217 | 8,628,690 | 66,997 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 279 | 9 | 0.777843 | 0.047308 | dos | 1 |
179.449319 | 26,814 | 85,749 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 301 | 91 | 0.174604 | 0.343037 | normal | 0 |
150.129989 | 8,157 | 49,297 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 330 | 70 | 0.195347 | 0.813547 | normal | 0 |
6.178195 | 4,413,462 | 51,126 | 2 | 2 | 3 | 1 | 1 | 0 | 0 | 400 | 38 | 0.556281 | 0.910532 | dos | 1 |
17.420342 | 320,465 | 71,163 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 94 | 1 | 0.97081 | 0.865873 | dos | 1 |
24.80791 | 19,668 | 34,588 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 380 | 32 | 0.041079 | 0.057388 | normal | 0 |
130.52394 | 16,462 | 88,187 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 480 | 98 | 0.187585 | 0.713157 | normal | 0 |
43.89415 | 34,154 | 72,498 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 138 | 14 | 0.011897 | 0.252829 | normal | 0 |
0.806441 | 25,043 | 88,395 | 0 | 1 | 17 | 0 | 1 | 0 | 0 | 461 | 19 | 0.081488 | 0.47693 | probe | 1 |
12.492552 | 5,365,572 | 88,252 | 4 | 0 | 0 | 0 | 1 | 0 | 0 | 72 | 41 | 0.963646 | 0.717296 | dos | 1 |
122.277031 | 5,020 | 67,142 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 497 | 76 | 0.170765 | 0.120298 | normal | 0 |
357.940561 | 36,793 | 93,311 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 207 | 62 | 0.021829 | 0.428875 | normal | 0 |
2.894342 | 14,992 | 17,931 | 0 | 2 | 12 | 0 | 0 | 0 | 0 | 274 | 20 | 0.032635 | 0.596878 | probe | 1 |
9.852714 | 35,984 | 6,973 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 432 | 33 | 0.054204 | 0.743872 | normal | 0 |
13.197462 | 17,778 | 35,540 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 255 | 93 | 0.08033 | 0.501409 | normal | 0 |
16.037067 | 6,387,838 | 51,139 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 280 | 89 | 0.782672 | 0.442372 | dos | 1 |
34.358977 | 36,844 | 75,113 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 278 | 21 | 0.174479 | 0.119643 | normal | 0 |
164.465146 | 47,889 | 28,219 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 376 | 80 | 0.085961 | 0.606092 | normal | 0 |
0.102566 | 22,874 | 84,816 | 0 | 0 | 27 | 2 | 1 | 0 | 0 | 40 | 30 | 0.053823 | 0.042783 | probe | 1 |
3.394447 | 7,403,204 | 42,779 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | 213 | 93 | 0.726751 | 0.098262 | dos | 1 |
126.244302 | 12,423 | 72,511 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 215 | 29 | 0.06045 | 0.485977 | normal | 0 |
44.936838 | 32,653 | 43,614 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 225 | 59 | 0.086644 | 0.950631 | normal | 0 |
43.572936 | 23,809 | 43,079 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 10 | 21 | 0.144217 | 0.071978 | normal | 0 |
141.439095 | 5,081 | 41,905 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 95 | 54 | 0.069881 | 0.61662 | normal | 0 |
151.43175 | 43,140 | 62,887 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 221 | 71 | 0.154729 | 0.093609 | normal | 0 |
19.802607 | 7,711,743 | 59,245 | 2 | 1 | 3 | 0 | 1 | 0 | 0 | 153 | 73 | 0.787125 | 0.924141 | dos | 1 |
15.524016 | 2,529 | 93,807 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 320 | 99 | 0.000747 | 0.771148 | normal | 0 |
23.965179 | 14,289 | 24,734 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 383 | 2 | 0.027494 | 0.545848 | normal | 0 |
43.324821 | 24,489 | 44,754 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 132 | 53 | 0.042647 | 0.851857 | normal | 0 |
21.985499 | 46,862 | 87,933 | 2 | 1 | 4 | 2 | 1 | 3 | 1 | 488 | 58 | 0.073579 | 0.556181 | u2r | 1 |
110.418795 | 46,858 | 99,654 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 274 | 97 | 0.009995 | 0.927907 | normal | 0 |
176.104735 | 32,480 | 89,604 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 469 | 85 | 0.166469 | 0.093022 | normal | 0 |
21.330088 | 11,065 | 16,012 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 93 | 21 | 0.04665 | 0.520457 | normal | 0 |
82.777646 | 7,562 | 88,977 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 329 | 41 | 0.153456 | 0.24264 | normal | 0 |
45.857519 | 27,705 | 12,625 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 380 | 44 | 0.123591 | 0.760589 | normal | 0 |
70.477022 | 47,618 | 58,998 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 206 | 52 | 0.174552 | 0.527257 | normal | 0 |
96.958034 | 33,741 | 73,521 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 274 | 29 | 0.079189 | 0.159248 | normal | 0 |
224.0548 | 19,580 | 48,767 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 403 | 70 | 0.133822 | 0.648181 | normal | 0 |
21.35555 | 20,108 | 46,163 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 9 | 50 | 0.074184 | 0.466708 | normal | 0 |
9.102661 | 5,653 | 22,259 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 338 | 66 | 0.152209 | 0.84448 | normal | 0 |
98.674517 | 10,398 | 84,950 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 162 | 19 | 0.082479 | 0.128804 | normal | 0 |
50.109124 | 12,564 | 17,059 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 394 | 64 | 0.184658 | 0.780179 | normal | 0 |
17.781496 | 34,433 | 65,904 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 37 | 95 | 0.188976 | 0.922009 | normal | 0 |
12.45288 | 11,815 | 27,751 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 140 | 89 | 0.191756 | 0.410045 | normal | 0 |
81.850586 | 8,600 | 9,395 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 32 | 2 | 0.140944 | 0.786966 | normal | 0 |
35.734745 | 24,829 | 17,855 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 110 | 68 | 0.047627 | 0.083001 | normal | 0 |
596.244165 | 25,642 | 65,478 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 232 | 79 | 0.16631 | 0.973101 | normal | 0 |
52.0709 | 48,779 | 21,735 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 29 | 14 | 0.04 | 0.063227 | normal | 0 |
14.776127 | 30,803 | 27,999 | 0 | 0 | 2 | 6 | 1 | 0 | 0 | 70 | 58 | 0.148989 | 0.715157 | r2l | 1 |
2.451551 | 1,263 | 84,936 | 0 | 2 | 20 | 2 | 1 | 0 | 0 | 257 | 50 | 0.194257 | 0.885607 | probe | 1 |
28.005112 | 16,041 | 82,589 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 147 | 19 | 0.077602 | 0.422494 | normal | 0 |
68.138867 | 44,779 | 71,263 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 394 | 68 | 0.003243 | 0.148249 | normal | 0 |
65.889298 | 29,395 | 78,147 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 257 | 81 | 0.164234 | 0.463237 | normal | 0 |
60.432643 | 33,924 | 2,008 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 94 | 44 | 0.167882 | 0.925599 | normal | 0 |
159.005545 | 42,791 | 64,277 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 364 | 94 | 0.043265 | 0.583388 | normal | 0 |
24.412845 | 11,734 | 82,746 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 453 | 81 | 0.105673 | 0.261552 | normal | 0 |
234.661332 | 23,829 | 25,025 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 364 | 32 | 0.082507 | 0.143482 | normal | 0 |
4.034326 | 15,819 | 41,508 | 0 | 1 | 9 | 1 | 0 | 0 | 0 | 292 | 34 | 0.001958 | 0.0246 | probe | 1 |
40.51487 | 9,961 | 67,170 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 209 | 61 | 0.149539 | 0.54414 | normal | 0 |
15.49796 | 1,096,221 | 73,444 | 3 | 0 | 3 | 2 | 0 | 0 | 0 | 449 | 79 | 0.637616 | 0.880982 | dos | 1 |
9.83206 | 2,980,770 | 79,159 | 4 | 2 | 3 | 2 | 1 | 0 | 0 | 57 | 81 | 0.50884 | 0.962203 | dos | 1 |
40.442002 | 1,559 | 81,084 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 12 | 31 | 0.164766 | 0.082549 | normal | 0 |
81.403466 | 47,078 | 43,072 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 119 | 49 | 0.16115 | 0.168901 | normal | 0 |
4.74776 | 41,001 | 37,487 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 398 | 12 | 0.149979 | 0.033457 | normal | 0 |
245.759265 | 105 | 4,448 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 34 | 33 | 0.105355 | 0.788388 | normal | 0 |
10.388922 | 37,654 | 31,299 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 81 | 78 | 0.039826 | 0.349787 | normal | 0 |
32.74954 | 7,038 | 66,543 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 375 | 18 | 0.106378 | 0.315271 | normal | 0 |
11.573351 | 9,933 | 78,984 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 309 | 54 | 0.025367 | 0.415714 | normal | 0 |
3.742328 | 8,268 | 76,501 | 2 | 0 | 2 | 11 | 1 | 0 | 0 | 73 | 15 | 0.191348 | 0.314233 | r2l | 1 |
181.81475 | 8,209 | 7,664 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 389 | 53 | 0.027823 | 0.704635 | normal | 0 |
2.316753 | 3,929 | 30,569 | 1 | 0 | 4 | 10 | 1 | 0 | 0 | 9 | 8 | 0.005457 | 0.503131 | r2l | 1 |
25.789446 | 14,248 | 84,720 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 110 | 87 | 0.002848 | 0.624526 | normal | 0 |
16.324338 | 7,672,108 | 79,444 | 2 | 1 | 0 | 0 | 1 | 0 | 0 | 414 | 52 | 0.876925 | 0.377719 | dos | 1 |
161.300456 | 23,354 | 79,285 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 425 | 68 | 0.082431 | 0.272766 | normal | 0 |
140.099908 | 21,364 | 89,448 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 483 | 96 | 0.033726 | 0.032555 | normal | 0 |
2.137884 | 9,177 | 5,057 | 3 | 1 | 26 | 1 | 0 | 0 | 0 | 274 | 92 | 0.154243 | 0.253196 | probe | 1 |
96.666256 | 34,938 | 69,997 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 428 | 38 | 0.104813 | 0.130677 | normal | 0 |
69.602604 | 39,818 | 56,959 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 213 | 18 | 0.11571 | 0.45615 | normal | 0 |
46.830112 | 33,028 | 24,222 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 378 | 66 | 0.111407 | 0.49425 | normal | 0 |
25.329871 | 42,277 | 95,468 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 3 | 24 | 0.179255 | 0.032254 | normal | 0 |
81.511519 | 37,046 | 35,898 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 398 | 14 | 0.069611 | 0.936766 | normal | 0 |
27.317762 | 8,793,199 | 58,604 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 395 | 99 | 0.998139 | 0.847252 | dos | 1 |
90.135727 | 36,780 | 15,869 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 345 | 47 | 0.026667 | 0.62255 | normal | 0 |
252.082645 | 19,186 | 12,625 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 37 | 31 | 0.118719 | 0.912846 | normal | 0 |
9.034369 | 4,539 | 53,719 | 2 | 2 | 25 | 0 | 1 | 0 | 0 | 266 | 60 | 0.144212 | 0.735474 | probe | 1 |
118.789597 | 20,591 | 71,070 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 494 | 1 | 0.127791 | 0.091606 | normal | 0 |
104.601644 | 20,089 | 67,166 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 341 | 91 | 0.186057 | 0.192143 | normal | 0 |
34.353911 | 9,966,011 | 9,337 | 4 | 1 | 1 | 0 | 1 | 0 | 0 | 272 | 85 | 0.997865 | 0.167941 | dos | 1 |
103.575584 | 49,701 | 76,122 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 38 | 5 | 0.150714 | 0.06578 | normal | 0 |
25.058499 | 37,537 | 23,160 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 288 | 50 | 0.090163 | 0.108505 | normal | 0 |
15.500709 | 23,218 | 98,339 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 132 | 18 | 0.055389 | 0.881768 | normal | 0 |
384.568561 | 19,021 | 49,876 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 129 | 18 | 0.009902 | 0.715012 | normal | 0 |
4.635302 | 13,578 | 91,588 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 254 | 71 | 0.030852 | 0.976177 | normal | 0 |
63.061659 | 32,812 | 3,297 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 115 | 99 | 0.051624 | 0.607633 | normal | 0 |
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