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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2.576691 | 1,363,178 | 83,953 | 4 | 0 | 2 | 0 | 0 | 0 | 0 | 211 | 86 | 0.948734 | 0.316989 | dos | 1 |
90.14334 | 33,185 | 99,749 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 320 | 1 | 0.011758 | 0.365792 | normal | 0 |
198.875266 | 23,021 | 57,718 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 87 | 4 | 0.053764 | 0.745888 | normal | 0 |
87.813179 | 12,766 | 5,768 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 135 | 84 | 0.160477 | 0.987097 | normal | 0 |
23.982551 | 8,996 | 25,199 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 151 | 17 | 0.113873 | 0.167656 | normal | 0 |
24.706841 | 8,729,083 | 71,978 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 89 | 74 | 0.756351 | 0.71754 | dos | 1 |
120.262855 | 13,885 | 74,776 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 113 | 81 | 0.004338 | 0.72369 | normal | 0 |
127.930817 | 27,550 | 605 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 295 | 43 | 0.165529 | 0.686276 | normal | 0 |
18.938448 | 20,728 | 51,265 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 263 | 82 | 0.073979 | 0.470117 | normal | 0 |
4.841414 | 48,239 | 68,112 | 4 | 1 | 3 | 2 | 1 | 5 | 1 | 97 | 99 | 0.18446 | 0.011376 | u2r | 1 |
52.472767 | 39,753 | 5,740 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 76 | 20 | 0.180865 | 0.257263 | normal | 0 |
87.399471 | 43,569 | 54,662 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 18 | 77 | 0.188206 | 0.066809 | normal | 0 |
122.418371 | 32,003 | 49,429 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 97 | 72 | 0.089057 | 0.635538 | normal | 0 |
0.449677 | 9,995,562 | 18,441 | 4 | 2 | 3 | 1 | 1 | 0 | 0 | 377 | 99 | 0.909495 | 0.76806 | dos | 1 |
94.298751 | 12,102 | 97,625 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 111 | 33 | 0.042438 | 0.348461 | normal | 0 |
11.752375 | 27,700 | 99,468 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 235 | 83 | 0.155282 | 0.409673 | normal | 0 |
114.753473 | 45,850 | 94,235 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 45 | 57 | 0.042349 | 0.333841 | normal | 0 |
414.626813 | 47,770 | 68,707 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 4 | 57 | 0.044641 | 0.611374 | normal | 0 |
236.005092 | 47,469 | 5,306 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 104 | 25 | 0.183208 | 0.180083 | normal | 0 |
205.314171 | 21,126 | 81,674 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 238 | 52 | 0.129986 | 0.999742 | normal | 0 |
0.678806 | 14,050 | 6,536 | 2 | 0 | 2 | 18 | 0 | 0 | 0 | 474 | 58 | 0.168649 | 0.230935 | r2l | 1 |
138.945205 | 29,863 | 78,672 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 291 | 57 | 0.13966 | 0.317718 | normal | 0 |
190.450348 | 24,684 | 48,438 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 234 | 66 | 0.010017 | 0.680984 | normal | 0 |
24.671807 | 48,384 | 98,564 | 1 | 1 | 2 | 9 | 1 | 0 | 0 | 371 | 70 | 0.031914 | 0.554031 | r2l | 1 |
28.843136 | 20,138 | 31,812 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 316 | 35 | 0.107968 | 0.618573 | normal | 0 |
307.551107 | 47,667 | 28,709 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 181 | 66 | 0.052649 | 0.991091 | normal | 0 |
59.932795 | 42,383 | 70,721 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 23 | 72 | 0.089183 | 0.223146 | normal | 0 |
13.90386 | 38,307 | 62,938 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 57 | 8 | 0.04414 | 0.333534 | normal | 0 |
3.106927 | 43,356 | 52,717 | 0 | 0 | 4 | 0 | 1 | 6 | 1 | 348 | 46 | 0.181461 | 0.320072 | u2r | 1 |
104.275852 | 49,248 | 20,946 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 99 | 62 | 0.123794 | 0.818231 | normal | 0 |
15.895041 | 35,471 | 22,591 | 0 | 1 | 28 | 2 | 1 | 0 | 0 | 470 | 85 | 0.17359 | 0.424799 | probe | 1 |
9.925019 | 5,847 | 84,714 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 100 | 89 | 0.107134 | 0.57077 | normal | 0 |
134.847683 | 36,401 | 32,408 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 392 | 98 | 0.180637 | 0.044646 | normal | 0 |
160.606943 | 24,049 | 9,395 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 326 | 95 | 0.114798 | 0.797864 | normal | 0 |
129.249671 | 41,452 | 15,013 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 40 | 81 | 0.017825 | 0.272043 | normal | 0 |
22.597365 | 3,066 | 6,988 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 66 | 64 | 0.093354 | 0.285574 | normal | 0 |
7.531165 | 29,340 | 51,164 | 4 | 2 | 6 | 1 | 1 | 0 | 0 | 76 | 30 | 0.149592 | 0.475676 | probe | 1 |
1.078071 | 44,188 | 59,154 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 285 | 82 | 0.079858 | 0.010931 | normal | 0 |
6.208159 | 31,011 | 55,394 | 0 | 0 | 3 | 5 | 1 | 0 | 0 | 331 | 29 | 0.175236 | 0.107696 | r2l | 1 |
50.886344 | 43,626 | 93,720 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 246 | 46 | 0.014366 | 0.793105 | normal | 0 |
2.626205 | 7,671 | 24,879 | 3 | 1 | 9 | 1 | 1 | 0 | 0 | 308 | 51 | 0.092148 | 0.960113 | probe | 1 |
20.734744 | 2,061,942 | 17,480 | 3 | 0 | 1 | 2 | 0 | 0 | 0 | 275 | 86 | 0.820571 | 0.757908 | dos | 1 |
1.875482 | 228,529 | 12,220 | 4 | 2 | 3 | 0 | 1 | 0 | 0 | 249 | 37 | 0.588475 | 0.007064 | dos | 1 |
5.548969 | 9,504,234 | 11,810 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 365 | 19 | 0.817666 | 0.508308 | dos | 1 |
2.072371 | 5,388,111 | 62,386 | 1 | 1 | 3 | 2 | 0 | 0 | 0 | 375 | 80 | 0.873984 | 0.742973 | dos | 1 |
297.602351 | 41,386 | 33,934 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 451 | 4 | 0.060383 | 0.580229 | normal | 0 |
283.079942 | 31,302 | 37,077 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 305 | 54 | 0.170895 | 0.851131 | normal | 0 |
19.951741 | 36,988 | 24,268 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 110 | 52 | 0.003116 | 0.195802 | normal | 0 |
4.480068 | 20,681 | 38,301 | 2 | 0 | 29 | 1 | 0 | 0 | 0 | 341 | 38 | 0.077178 | 0.950652 | probe | 1 |
17.838705 | 45,372 | 40,852 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 154 | 1 | 0.051977 | 0.861619 | normal | 0 |
8.069296 | 4,787,653 | 5,848 | 3 | 0 | 4 | 2 | 0 | 0 | 0 | 475 | 34 | 0.860657 | 0.916099 | dos | 1 |
0.604025 | 4,125 | 41,304 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 59 | 31 | 0.047066 | 0.137395 | normal | 0 |
13.602272 | 37,125 | 99,047 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 349 | 35 | 0.008905 | 0.525962 | normal | 0 |
77.210301 | 47,490 | 2,541 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 14 | 11 | 0.049378 | 0.298045 | normal | 0 |
28.443677 | 41,945 | 87,720 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 193 | 18 | 0.062736 | 0.594948 | normal | 0 |
9.690355 | 4,053 | 59,266 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 434 | 70 | 0.194244 | 0.630609 | normal | 0 |
44.609652 | 18,778 | 33,916 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 211 | 44 | 0.05783 | 0.285499 | normal | 0 |
32.049126 | 6,417 | 46,315 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 36 | 89 | 0.018937 | 0.58318 | normal | 0 |
71.560612 | 36,335 | 94,062 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 390 | 43 | 0.088268 | 0.864313 | normal | 0 |
387.441869 | 17,516 | 41,616 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 378 | 75 | 0.180557 | 0.908142 | normal | 0 |
13.273701 | 1,571 | 70,248 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 244 | 35 | 0.126997 | 0.627911 | normal | 0 |
3.604281 | 9,933,159 | 80,215 | 2 | 2 | 4 | 1 | 0 | 0 | 0 | 333 | 14 | 0.572618 | 0.601281 | dos | 1 |
268.802727 | 31,607 | 17,159 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 403 | 95 | 0.184052 | 0.641659 | normal | 0 |
209.453929 | 7,839 | 15,880 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 249 | 94 | 0.078739 | 0.526481 | normal | 0 |
50.132265 | 1,248 | 32,270 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 299 | 85 | 0.177819 | 0.505516 | normal | 0 |
120.048976 | 24,716 | 38,975 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 196 | 49 | 0.10339 | 0.367705 | normal | 0 |
9.195852 | 22,964 | 10,199 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 434 | 67 | 0.174426 | 0.39603 | normal | 0 |
124.667523 | 20,240 | 97,969 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 88 | 85 | 0.143907 | 0.169563 | normal | 0 |
360.666297 | 31,145 | 45,557 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 101 | 87 | 0.131597 | 0.057036 | normal | 0 |
77.108311 | 44,816 | 59,003 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 361 | 10 | 0.178423 | 0.613254 | normal | 0 |
69.013218 | 15,645 | 39,946 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 288 | 60 | 0.199142 | 0.394767 | normal | 0 |
0.942747 | 40,276 | 8,798 | 4 | 2 | 16 | 1 | 1 | 0 | 0 | 180 | 32 | 0.179785 | 0.49225 | probe | 1 |
8.287006 | 2,013,956 | 28,279 | 2 | 0 | 2 | 1 | 1 | 0 | 0 | 278 | 98 | 0.613972 | 0.614168 | dos | 1 |
89.266523 | 11,258 | 98,733 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 352 | 57 | 0.039772 | 0.543649 | normal | 0 |
105.536046 | 13,403 | 60,716 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 209 | 75 | 0.194711 | 0.424328 | normal | 0 |
2.642949 | 47,936 | 41,964 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 166 | 91 | 0.084049 | 0.758288 | normal | 0 |
79.567502 | 23,147 | 67,148 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 442 | 29 | 0.039218 | 0.211695 | normal | 0 |
9.269461 | 36,664 | 43,322 | 4 | 1 | 1 | 1 | 0 | 2 | 1 | 78 | 67 | 0.027112 | 0.078257 | u2r | 1 |
23.26008 | 3,547 | 92,312 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 245 | 24 | 0.008874 | 0.749443 | normal | 0 |
23.361425 | 8,376 | 59,531 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 333 | 27 | 0.069108 | 0.137605 | normal | 0 |
32.326527 | 28,978 | 26,196 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 215 | 80 | 0.000598 | 0.970196 | normal | 0 |
2.814489 | 8,173,854 | 69,847 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 85 | 15 | 0.92134 | 0.301572 | dos | 1 |
93.207989 | 12,837 | 86,385 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 155 | 83 | 0.122041 | 0.560874 | normal | 0 |
186.92626 | 43,223 | 58,315 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 262 | 28 | 0.012215 | 0.514558 | normal | 0 |
35.049206 | 4,557 | 64,804 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 12 | 70 | 0.037976 | 0.414833 | normal | 0 |
243.119217 | 11,251 | 18,672 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 305 | 1 | 0.177051 | 0.606877 | normal | 0 |
136.143069 | 10,522 | 26,134 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 74 | 1 | 0.05318 | 0.879285 | normal | 0 |
50.254611 | 11,015 | 67,904 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 467 | 20 | 0.100213 | 0.641094 | normal | 0 |
10.010995 | 48,555 | 84,012 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 190 | 71 | 0.016331 | 0.039971 | normal | 0 |
29.703725 | 2,739 | 24,137 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 12 | 28 | 0.121933 | 0.449268 | normal | 0 |
314.117934 | 25,706 | 12,901 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 101 | 2 | 0.098629 | 0.025645 | normal | 0 |
37.159045 | 40,555 | 73,647 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 361 | 49 | 0.125547 | 0.869002 | normal | 0 |
40.032976 | 13,798 | 283 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 309 | 69 | 0.067275 | 0.838343 | normal | 0 |
21.021367 | 13,781 | 14,208 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 267 | 62 | 0.065551 | 0.469352 | normal | 0 |
0.432572 | 7,243,124 | 42,994 | 1 | 2 | 3 | 2 | 1 | 0 | 0 | 204 | 7 | 0.645313 | 0.980891 | dos | 1 |
32.247261 | 27,335 | 60,999 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 177 | 8 | 0.076442 | 0.716034 | normal | 0 |
40.086309 | 47,282 | 91,926 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 252 | 43 | 0.164609 | 0.298998 | normal | 0 |
53.502971 | 6,002 | 46,291 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 304 | 49 | 0.125129 | 0.015883 | normal | 0 |
56.868124 | 46,400 | 41,631 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 114 | 92 | 0.115918 | 0.737167 | normal | 0 |
2.408652 | 6,854,742 | 84,054 | 4 | 1 | 1 | 1 | 0 | 0 | 0 | 253 | 40 | 0.561947 | 0.19017 | dos | 1 |
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