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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
11.475994 | 19,591 | 23,372 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 326 | 86 | 0.053776 | 0.210567 | normal | 0 |
102.336695 | 18,997 | 14,817 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 292 | 44 | 0.025151 | 0.515358 | normal | 0 |
307.653235 | 21,336 | 90,668 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 486 | 57 | 0.121671 | 0.931876 | normal | 0 |
0.941546 | 45,746 | 96,324 | 4 | 2 | 12 | 1 | 0 | 0 | 0 | 476 | 37 | 0.167647 | 0.006613 | probe | 1 |
323.304325 | 14,532 | 91,234 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 293 | 68 | 0.183535 | 0.90114 | normal | 0 |
0.615262 | 28,114 | 24,439 | 3 | 2 | 7 | 1 | 1 | 0 | 0 | 107 | 9 | 0.184942 | 0.175847 | probe | 1 |
1.856059 | 1,667,416 | 3,217 | 2 | 2 | 2 | 0 | 1 | 0 | 0 | 122 | 1 | 0.712859 | 0.542111 | dos | 1 |
240.629114 | 5,083 | 41,034 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 409 | 12 | 0.037574 | 0.203815 | normal | 0 |
0.011466 | 7,945,368 | 87,890 | 1 | 0 | 3 | 2 | 1 | 0 | 0 | 226 | 4 | 0.885963 | 0.87548 | dos | 1 |
171.418408 | 20,622 | 87,801 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 492 | 68 | 0.140808 | 0.759772 | normal | 0 |
8.77163 | 17,804 | 23,599 | 2 | 1 | 1 | 16 | 1 | 0 | 0 | 25 | 73 | 0.116337 | 0.409534 | r2l | 1 |
2.4711 | 46,068 | 29,437 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 1 | 82 | 0.073627 | 0.19423 | normal | 0 |
14.185576 | 18,850 | 13,888 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 55 | 14 | 0.061216 | 0.446779 | normal | 0 |
14.413837 | 2,635 | 13,353 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 240 | 74 | 0.018079 | 0.099489 | normal | 0 |
2.382178 | 22,773 | 69,765 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 310 | 58 | 0.117269 | 0.600001 | normal | 0 |
12.921142 | 12,506 | 23,354 | 3 | 2 | 2 | 1 | 0 | 6 | 0 | 435 | 18 | 0.042559 | 0.33761 | u2r | 1 |
252.256408 | 32,598 | 52,242 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 431 | 58 | 0.177919 | 0.01712 | normal | 0 |
109.006181 | 13,553 | 14,187 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 35 | 26 | 0.044814 | 0.420781 | normal | 0 |
37.407258 | 20,869 | 11,068 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 421 | 91 | 0.153722 | 0.708189 | normal | 0 |
5.132469 | 33,092 | 51,183 | 4 | 0 | 0 | 6 | 1 | 0 | 0 | 494 | 19 | 0.069667 | 0.643137 | r2l | 1 |
67.015257 | 29,665 | 44,151 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 267 | 23 | 0.163789 | 0.101074 | normal | 0 |
15.329925 | 40,264 | 16,257 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 482 | 56 | 0.147748 | 0.955235 | normal | 0 |
215.850277 | 2,900 | 68,942 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 350 | 78 | 0.004653 | 0.678266 | normal | 0 |
0.302241 | 300,300 | 53,142 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 385 | 62 | 0.537524 | 0.596914 | dos | 1 |
120.017745 | 48,582 | 57,874 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 439 | 71 | 0.112206 | 0.707354 | normal | 0 |
34.332751 | 33,389 | 24,416 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 314 | 65 | 0.164391 | 0.555012 | normal | 0 |
69.328969 | 18,102 | 45,125 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 349 | 95 | 0.046634 | 0.40421 | normal | 0 |
3.142125 | 5,338,926 | 8,625 | 4 | 2 | 0 | 0 | 1 | 0 | 0 | 185 | 84 | 0.67936 | 0.486526 | dos | 1 |
17.052424 | 11,974 | 48,530 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 413 | 43 | 0.177298 | 0.452623 | normal | 0 |
378.325146 | 18,085 | 34,397 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 137 | 87 | 0.156563 | 0.711936 | normal | 0 |
7.280289 | 2,406 | 77,461 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 243 | 91 | 0.184237 | 0.764486 | normal | 0 |
9.422715 | 7,922 | 81,282 | 3 | 1 | 24 | 0 | 1 | 0 | 0 | 339 | 41 | 0.061333 | 0.312364 | probe | 1 |
1.863251 | 45,726 | 22,660 | 0 | 0 | 1 | 11 | 0 | 0 | 0 | 150 | 31 | 0.084108 | 0.785081 | r2l | 1 |
291.311844 | 28,503 | 60,637 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 16 | 90 | 0.078421 | 0.533095 | normal | 0 |
26.410743 | 47,052 | 73,794 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 380 | 4 | 0.067721 | 0.100937 | normal | 0 |
15.546736 | 1,042 | 96,187 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 342 | 30 | 0.030155 | 0.464555 | normal | 0 |
128.881563 | 36,799 | 92,966 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 380 | 83 | 0.003457 | 0.64748 | normal | 0 |
4.287991 | 42,213 | 92,390 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 308 | 95 | 0.052613 | 0.666863 | normal | 0 |
66.40525 | 26,881 | 74,395 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 356 | 78 | 0.198602 | 0.048059 | normal | 0 |
159.137811 | 36,617 | 77,696 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 363 | 39 | 0.058807 | 0.361427 | normal | 0 |
13.18142 | 24,936 | 16,533 | 3 | 1 | 2 | 17 | 1 | 0 | 0 | 45 | 46 | 0.160773 | 0.294885 | r2l | 1 |
20.827128 | 4,840 | 46,508 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 194 | 48 | 0.029839 | 0.470384 | normal | 0 |
66.756579 | 16,473 | 29,490 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 148 | 35 | 0.111543 | 0.873713 | normal | 0 |
254.179091 | 48,751 | 37,478 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 453 | 61 | 0.023255 | 0.918904 | normal | 0 |
96.027652 | 12,519 | 21,584 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 476 | 82 | 0.13312 | 0.788575 | normal | 0 |
127.830357 | 16,891 | 13,929 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 276 | 5 | 0.022281 | 0.961931 | normal | 0 |
40.987062 | 5,372 | 14,130 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 91 | 18 | 0.058885 | 0.448727 | normal | 0 |
20.88509 | 14,717 | 98,843 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 272 | 86 | 0.026318 | 0.09583 | normal | 0 |
10.050493 | 2,241,780 | 30,457 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 359 | 35 | 0.902883 | 0.831602 | dos | 1 |
1.217698 | 15,203 | 96,241 | 3 | 1 | 2 | 16 | 0 | 0 | 0 | 294 | 80 | 0.06304 | 0.872891 | r2l | 1 |
32.880988 | 47,249 | 1,821 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 213 | 52 | 0.054301 | 0.396539 | normal | 0 |
78.080921 | 13,073 | 48,615 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 164 | 47 | 0.029717 | 0.51652 | normal | 0 |
123.028915 | 44,430 | 41,434 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 95 | 13 | 0.104029 | 0.25506 | normal | 0 |
132.574834 | 34,847 | 28,200 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 483 | 21 | 0.040296 | 0.280863 | normal | 0 |
17.994631 | 26,628 | 51,692 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 169 | 33 | 0.167058 | 0.979614 | normal | 0 |
4.995182 | 5,200,114 | 10,904 | 3 | 1 | 1 | 0 | 1 | 0 | 0 | 476 | 82 | 0.947367 | 0.279705 | dos | 1 |
3.284063 | 26,682 | 35,386 | 4 | 0 | 3 | 0 | 1 | 4 | 1 | 489 | 29 | 0.171177 | 0.971581 | u2r | 1 |
2.58525 | 20,322 | 19,233 | 0 | 1 | 2 | 19 | 0 | 0 | 0 | 362 | 87 | 0.172132 | 0.278388 | r2l | 1 |
6.067631 | 40,008 | 76,966 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 331 | 55 | 0.066861 | 0.832075 | normal | 0 |
10.167528 | 13,576 | 81,222 | 1 | 2 | 16 | 1 | 0 | 0 | 0 | 33 | 56 | 0.014886 | 0.164299 | probe | 1 |
8.334952 | 9,270,640 | 15,219 | 2 | 0 | 4 | 1 | 0 | 0 | 0 | 429 | 39 | 0.74918 | 0.835275 | dos | 1 |
15.794587 | 41,160 | 7,893 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 317 | 38 | 0.088126 | 0.910539 | normal | 0 |
4.541226 | 4,856 | 87,264 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 382 | 50 | 0.188387 | 0.894385 | normal | 0 |
2.121826 | 9,004,112 | 55,725 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 243 | 38 | 0.902092 | 0.070533 | dos | 1 |
315.857983 | 14,414 | 80,677 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 391 | 96 | 0.189417 | 0.782405 | normal | 0 |
130.035758 | 44,504 | 5,598 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 314 | 53 | 0.154682 | 0.870986 | normal | 0 |
75.015238 | 132 | 26,732 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 4 | 84 | 0.094134 | 0.341432 | normal | 0 |
283.942107 | 14,633 | 85,408 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 185 | 71 | 0.173515 | 0.891352 | normal | 0 |
96.524581 | 8,623 | 54,644 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 320 | 34 | 0.18077 | 0.663666 | normal | 0 |
2.452107 | 21,065 | 12,565 | 3 | 2 | 8 | 1 | 0 | 0 | 0 | 397 | 45 | 0.087002 | 0.471047 | probe | 1 |
33.219395 | 4,315 | 46,270 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 481 | 50 | 0.162733 | 0.006851 | normal | 0 |
88.911789 | 16,641 | 43,674 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 309 | 51 | 0.173376 | 0.686151 | normal | 0 |
15.487439 | 21,429 | 13,332 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 277 | 83 | 0.086085 | 0.797813 | normal | 0 |
51.832559 | 19,172 | 31,668 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 232 | 3 | 0.094546 | 0.962077 | normal | 0 |
3.380534 | 25,368 | 54,946 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 457 | 6 | 0.053325 | 0.616936 | normal | 0 |
24.414771 | 37,912 | 57,593 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 54 | 99 | 0.090358 | 0.144898 | normal | 0 |
7.781953 | 28,559 | 82,478 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 179 | 81 | 0.097749 | 0.281776 | normal | 0 |
49.066166 | 31,573 | 91,697 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 371 | 36 | 0.128742 | 0.552313 | normal | 0 |
185.173348 | 43,982 | 28,022 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 183 | 48 | 0.118325 | 0.269128 | normal | 0 |
47.470925 | 7,946 | 5,769 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 39 | 42 | 0.179045 | 0.539734 | normal | 0 |
178.164851 | 38,253 | 61,038 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 281 | 99 | 0.129697 | 0.248183 | normal | 0 |
106.856325 | 34,966 | 35,099 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 316 | 32 | 0.027505 | 0.814506 | normal | 0 |
2.497419 | 5,554 | 78,567 | 0 | 0 | 3 | 0 | 1 | 1 | 0 | 290 | 55 | 0.047745 | 0.062036 | u2r | 1 |
27.035531 | 24,809 | 98,084 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 174 | 56 | 0.18324 | 0.348605 | normal | 0 |
255.304965 | 30,800 | 72,360 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 203 | 71 | 0.012238 | 0.066591 | normal | 0 |
5.5725 | 34,995 | 87,008 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 151 | 18 | 0.139555 | 0.271057 | normal | 0 |
116.768272 | 29,778 | 50,876 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 253 | 81 | 0.01671 | 0.113809 | normal | 0 |
6.462313 | 35,253 | 50,738 | 3 | 2 | 3 | 16 | 1 | 0 | 0 | 29 | 60 | 0.044143 | 0.460054 | r2l | 1 |
58.168009 | 32,454 | 4,836 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 228 | 33 | 0.161276 | 0.080305 | normal | 0 |
27.485924 | 45,587 | 15,801 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 409 | 55 | 0.071805 | 0.630781 | normal | 0 |
56.334061 | 48,892 | 35,560 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 244 | 5 | 0.095954 | 0.687072 | normal | 0 |
206.178023 | 7,862 | 88,508 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 281 | 34 | 0.156594 | 0.769781 | normal | 0 |
21.088423 | 6,885,796 | 98,720 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 112 | 40 | 0.787369 | 0.740165 | dos | 1 |
283.670067 | 4,526 | 92,690 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 397 | 46 | 0.055202 | 0.442877 | normal | 0 |
36.787053 | 29,147 | 22,989 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 454 | 86 | 0.190122 | 0.749364 | normal | 0 |
48.956027 | 1,574 | 13,453 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 391 | 75 | 0.087966 | 0.691614 | normal | 0 |
1.890371 | 13,151 | 17,187 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 276 | 81 | 0.023071 | 0.659188 | normal | 0 |
10.178402 | 6,089 | 19,334 | 4 | 1 | 5 | 0 | 1 | 0 | 0 | 390 | 23 | 0.013098 | 0.366889 | probe | 1 |
39.956767 | 40,356 | 77,939 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 135 | 2 | 0.163077 | 0.755766 | normal | 0 |
51.778952 | 9,340 | 11,370 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 67 | 32 | 0.10061 | 0.424227 | normal | 0 |
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