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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
10.375849 | 5,862,697 | 45,797 | 4 | 1 | 1 | 1 | 0 | 0 | 0 | 336 | 62 | 0.545715 | 0.810409 | dos | 1 |
30.390757 | 7,236 | 42,830 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 240 | 17 | 0.030799 | 0.552752 | normal | 0 |
106.173738 | 10,781 | 95,551 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 437 | 68 | 0.081888 | 0.221299 | normal | 0 |
12.613364 | 47,927 | 37,731 | 0 | 1 | 23 | 1 | 1 | 0 | 0 | 28 | 97 | 0.021524 | 0.274684 | probe | 1 |
42.330092 | 42,209 | 17,879 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 11 | 57 | 0.154591 | 0.380169 | normal | 0 |
64.420272 | 20,190 | 76,603 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 180 | 94 | 0.017745 | 0.112611 | normal | 0 |
4.186671 | 2,390,338 | 24,664 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 340 | 45 | 0.642616 | 0.907808 | dos | 1 |
294.406998 | 23,889 | 83,848 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 33 | 28 | 0.17653 | 0.374713 | normal | 0 |
38.558728 | 46,421 | 58,382 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 263 | 24 | 0.042449 | 0.733467 | normal | 0 |
20.251166 | 29,663 | 11,428 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 266 | 57 | 0.073155 | 0.468691 | normal | 0 |
10.897372 | 8,756,127 | 95,658 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 381 | 87 | 0.821497 | 0.154344 | dos | 1 |
110.719615 | 13,814 | 89,644 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 487 | 81 | 0.026102 | 0.762424 | normal | 0 |
119.522019 | 29,167 | 83,787 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 173 | 43 | 0.166306 | 0.316641 | normal | 0 |
257.777637 | 26,813 | 80,563 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 469 | 64 | 0.178569 | 0.574017 | normal | 0 |
213.499218 | 47,458 | 78,441 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 176 | 92 | 0.157353 | 0.894422 | normal | 0 |
20.886016 | 862,471 | 91,554 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 234 | 33 | 0.65748 | 0.878114 | dos | 1 |
60.726907 | 16,566 | 53,057 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 131 | 98 | 0.13803 | 0.062103 | normal | 0 |
137.542955 | 44,440 | 21,913 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 133 | 78 | 0.186132 | 0.817429 | normal | 0 |
248.335522 | 43,639 | 85,693 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 230 | 98 | 0.161272 | 0.194167 | normal | 0 |
0.640598 | 37,804 | 16,852 | 4 | 1 | 18 | 0 | 1 | 0 | 0 | 1 | 28 | 0.184803 | 0.58028 | probe | 1 |
58.778125 | 2,174 | 57,984 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 164 | 66 | 0.186705 | 0.221342 | normal | 0 |
3.144883 | 453,059 | 28,507 | 1 | 1 | 0 | 2 | 0 | 0 | 0 | 268 | 79 | 0.765855 | 0.342017 | dos | 1 |
12.560709 | 1,457,381 | 41,396 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 287 | 86 | 0.522562 | 0.687909 | dos | 1 |
65.491347 | 42,984 | 29,725 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 169 | 31 | 0.055611 | 0.018674 | normal | 0 |
234.86724 | 48,557 | 25,531 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 474 | 14 | 0.188062 | 0.947157 | normal | 0 |
162.071738 | 31,212 | 53,769 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 226 | 19 | 0.139977 | 0.909097 | normal | 0 |
6.033504 | 9,522,875 | 61,036 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 365 | 34 | 0.502755 | 0.344476 | dos | 1 |
39.273903 | 8,672 | 1,685 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 295 | 52 | 0.173472 | 0.820416 | normal | 0 |
43.53452 | 736 | 37,700 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 109 | 95 | 0.187619 | 0.25887 | normal | 0 |
12.408983 | 3,874,374 | 54,663 | 4 | 2 | 2 | 2 | 1 | 0 | 0 | 208 | 37 | 0.645025 | 0.037738 | dos | 1 |
684.359537 | 32,793 | 84,404 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 472 | 9 | 0.032108 | 0.882712 | normal | 0 |
148.723932 | 27,231 | 33,930 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 491 | 85 | 0.014323 | 0.39094 | normal | 0 |
66.228108 | 49,534 | 80,537 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 484 | 59 | 0.043162 | 0.550734 | normal | 0 |
1.022593 | 20,793 | 29,330 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 389 | 54 | 0.182627 | 0.906298 | normal | 0 |
16.585192 | 2,588,026 | 99,875 | 1 | 2 | 4 | 0 | 0 | 0 | 0 | 321 | 32 | 0.810629 | 0.902159 | dos | 1 |
49.32496 | 33,484 | 53,161 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 362 | 84 | 0.163936 | 0.890158 | normal | 0 |
100.235657 | 2,188 | 89,783 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 405 | 38 | 0.179804 | 0.356904 | normal | 0 |
12.075364 | 20,357 | 78,600 | 1 | 1 | 5 | 1 | 1 | 0 | 0 | 202 | 38 | 0.006015 | 0.852794 | probe | 1 |
65.552786 | 25,704 | 47,633 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 136 | 46 | 0.181818 | 0.646654 | normal | 0 |
10.85442 | 1,144 | 14,472 | 0 | 0 | 1 | 13 | 1 | 0 | 0 | 148 | 5 | 0.12241 | 0.778856 | r2l | 1 |
7.921173 | 17,129 | 98,693 | 2 | 0 | 0 | 14 | 0 | 0 | 0 | 291 | 8 | 0.118845 | 0.76206 | r2l | 1 |
124.525492 | 17,424 | 33,324 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 94 | 87 | 0.06316 | 0.734224 | normal | 0 |
52.736137 | 45,397 | 72,085 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 306 | 18 | 0.01774 | 0.476161 | normal | 0 |
0.630495 | 1,511,209 | 89,678 | 2 | 2 | 3 | 2 | 1 | 0 | 0 | 466 | 70 | 0.622042 | 0.866289 | dos | 1 |
112.460616 | 30,925 | 84,424 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 45 | 74 | 0.05224 | 0.66521 | normal | 0 |
1.029077 | 49,594 | 69,061 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 45 | 75 | 0.094484 | 0.566702 | normal | 0 |
18.921897 | 1,425,736 | 71,678 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 431 | 90 | 0.718845 | 0.053357 | dos | 1 |
20.960008 | 35,332 | 12,511 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 156 | 5 | 0.095301 | 0.208132 | normal | 0 |
0.312357 | 137 | 34,044 | 4 | 0 | 6 | 2 | 0 | 0 | 0 | 283 | 66 | 0.083025 | 0.32947 | probe | 1 |
130.370727 | 20,915 | 72,863 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 350 | 1 | 0.114133 | 0.746654 | normal | 0 |
27.384669 | 47,676 | 75,128 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 438 | 34 | 0.123719 | 0.985003 | normal | 0 |
64.385736 | 43,220 | 6,287 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 37 | 34 | 0.073905 | 0.701664 | normal | 0 |
17.327924 | 49,502 | 51,187 | 2 | 1 | 2 | 18 | 1 | 0 | 0 | 291 | 44 | 0.138377 | 0.423717 | r2l | 1 |
86.805745 | 21,491 | 46,530 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 147 | 10 | 0.107843 | 0.35458 | normal | 0 |
1.407139 | 5,766,562 | 97,320 | 4 | 0 | 1 | 1 | 1 | 0 | 0 | 447 | 41 | 0.666703 | 0.476361 | dos | 1 |
40.208294 | 16,747 | 38,578 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 437 | 40 | 0.025936 | 0.386318 | normal | 0 |
92.387151 | 23,011 | 64,525 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 362 | 2 | 0.068027 | 0.014337 | normal | 0 |
174.213979 | 38,754 | 64,461 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 297 | 67 | 0.181622 | 0.003171 | normal | 0 |
9.896356 | 31,606 | 64,477 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 247 | 31 | 0.091057 | 0.845974 | normal | 0 |
124.018944 | 26,090 | 81,328 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 446 | 31 | 0.148058 | 0.308006 | normal | 0 |
39.029813 | 37,973 | 9,648 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 102 | 55 | 0.14545 | 0.303664 | normal | 0 |
13.084923 | 34,489 | 29,210 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 132 | 85 | 0.188827 | 0.55072 | normal | 0 |
20.339548 | 18,237 | 63,910 | 1 | 0 | 3 | 18 | 0 | 0 | 0 | 451 | 91 | 0.017218 | 0.424832 | r2l | 1 |
25.652238 | 25,237 | 83,272 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 202 | 22 | 0.143172 | 0.033122 | normal | 0 |
8.799182 | 38,376 | 42,844 | 3 | 2 | 1 | 16 | 0 | 0 | 0 | 375 | 18 | 0.158136 | 0.414696 | r2l | 1 |
4.384313 | 10,057 | 35,715 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 75 | 63 | 0.175905 | 0.409368 | normal | 0 |
10.386485 | 20,640 | 20,564 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 45 | 70 | 0.104913 | 0.691168 | normal | 0 |
73.604659 | 5,961 | 38,913 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 412 | 59 | 0.024882 | 0.044724 | normal | 0 |
88.902043 | 44,601 | 45,262 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 488 | 80 | 0.014164 | 0.596767 | normal | 0 |
130.891365 | 31,737 | 8,603 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 324 | 46 | 0.019548 | 0.187808 | normal | 0 |
30.010658 | 44,316 | 14,936 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 434 | 60 | 0.042154 | 0.751407 | normal | 0 |
184.364499 | 32,858 | 28,569 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 167 | 32 | 0.012811 | 0.056784 | normal | 0 |
20.312876 | 5,046,189 | 82,040 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 387 | 2 | 0.963743 | 0.938472 | dos | 1 |
69.122763 | 37,620 | 83,400 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 34 | 1 | 0.140821 | 0.462424 | normal | 0 |
0.658443 | 1,293,712 | 13,853 | 1 | 2 | 4 | 0 | 1 | 0 | 0 | 367 | 33 | 0.736146 | 0.386347 | dos | 1 |
74.412127 | 28,940 | 40,968 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 213 | 83 | 0.154343 | 0.521898 | normal | 0 |
7.199777 | 17,529 | 20,791 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 25 | 11 | 0.083632 | 0.657442 | normal | 0 |
39.469063 | 8,115 | 82,419 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 301 | 94 | 0.166852 | 0.013157 | normal | 0 |
9.155261 | 33,970 | 43,657 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 67 | 29 | 0.116437 | 0.14722 | normal | 0 |
449.893079 | 40,171 | 37,008 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 337 | 11 | 0.069884 | 0.823042 | normal | 0 |
26.010051 | 25,062 | 37,264 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 209 | 79 | 0.012887 | 0.906398 | normal | 0 |
101.032788 | 18,096 | 68,510 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 87 | 91 | 0.047913 | 0.273817 | normal | 0 |
33.455721 | 36,223 | 58,029 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 145 | 30 | 0.083262 | 0.654233 | normal | 0 |
105.914031 | 43,436 | 22,064 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 85 | 35 | 0.065605 | 0.952473 | normal | 0 |
23.623093 | 2,607 | 66,290 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 463 | 27 | 0.05396 | 0.010553 | normal | 0 |
153.837416 | 18,684 | 97,881 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 115 | 86 | 0.037578 | 0.311856 | normal | 0 |
4.906687 | 11,064 | 87,242 | 1 | 2 | 3 | 19 | 0 | 0 | 0 | 249 | 18 | 0.142686 | 0.799832 | r2l | 1 |
2.741471 | 7,213,397 | 97,487 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 274 | 28 | 0.666816 | 0.889822 | dos | 1 |
183.522052 | 14,922 | 92,764 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 310 | 55 | 0.14048 | 0.70252 | normal | 0 |
1.177102 | 20,267 | 15,084 | 1 | 0 | 22 | 1 | 1 | 0 | 0 | 151 | 90 | 0.10989 | 0.887762 | probe | 1 |
35.441043 | 48,201 | 45,841 | 3 | 2 | 26 | 2 | 1 | 0 | 0 | 273 | 53 | 0.048312 | 0.054042 | probe | 1 |
23.391262 | 32,678 | 38,858 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 77 | 38 | 0.175593 | 0.288907 | normal | 0 |
196.156319 | 44,089 | 18,698 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 384 | 23 | 0.008831 | 0.216577 | normal | 0 |
4.351092 | 33,508 | 45,561 | 0 | 0 | 3 | 4 | 1 | 0 | 0 | 306 | 93 | 0.16772 | 0.364465 | r2l | 1 |
16.952233 | 38,793 | 45,016 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 59 | 4 | 0.144968 | 0.424248 | normal | 0 |
7.611812 | 20,570 | 18,681 | 3 | 0 | 17 | 0 | 1 | 0 | 0 | 15 | 46 | 0.191714 | 0.217122 | probe | 1 |
32.04497 | 44,055 | 70,070 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 299 | 95 | 0.054829 | 0.926161 | normal | 0 |
25.112606 | 26,914 | 36,447 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 181 | 29 | 0.025415 | 0.122769 | normal | 0 |
85.75819 | 34,967 | 50,637 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 441 | 91 | 0.126641 | 0.774559 | normal | 0 |
46.613381 | 10,934 | 84,463 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 403 | 40 | 0.124609 | 0.891251 | normal | 0 |
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