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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.143232 | 12,104 | 5,333 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 228 | 34 | 0.173772 | 0.092001 | normal | 0 |
143.566743 | 10,631 | 64,806 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 246 | 42 | 0.134057 | 0.37811 | normal | 0 |
3.092225 | 31,448 | 63,239 | 3 | 1 | 3 | 0 | 0 | 6 | 1 | 240 | 85 | 0.130969 | 0.818224 | u2r | 1 |
26.998538 | 47,112 | 27,215 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 113 | 81 | 0.140058 | 0.747698 | normal | 0 |
50.194951 | 11,651 | 53,997 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 469 | 95 | 0.183746 | 0.576664 | normal | 0 |
37.770462 | 35,128 | 44,228 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 165 | 55 | 0.074468 | 0.781255 | normal | 0 |
2.335699 | 4,005,189 | 4,904 | 4 | 2 | 3 | 1 | 1 | 0 | 0 | 28 | 94 | 0.863165 | 0.727455 | dos | 1 |
12.275723 | 31,892 | 4,898 | 3 | 2 | 8 | 0 | 0 | 0 | 0 | 17 | 80 | 0.016009 | 0.626009 | probe | 1 |
34.795741 | 7,488 | 51,647 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 227 | 36 | 0.055923 | 0.648894 | normal | 0 |
1.985847 | 39,802 | 91,316 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 274 | 37 | 0.062602 | 0.345107 | normal | 0 |
64.038576 | 40,324 | 96,309 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 410 | 62 | 0.198295 | 0.579155 | normal | 0 |
146.356839 | 47,059 | 85,521 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 381 | 8 | 0.082493 | 0.236981 | normal | 0 |
198.229573 | 25,644 | 12,052 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 296 | 24 | 0.037581 | 0.929128 | normal | 0 |
171.718215 | 43,087 | 64,809 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 350 | 89 | 0.187378 | 0.489654 | normal | 0 |
53.863837 | 41,238 | 75,584 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 126 | 9 | 0.088102 | 0.70377 | normal | 0 |
131.091413 | 22,798 | 34,768 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 67 | 22 | 0.053203 | 0.039785 | normal | 0 |
33.952397 | 38,985 | 4,572 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 446 | 39 | 0.174528 | 0.64196 | normal | 0 |
9.87081 | 2,151 | 31,443 | 2 | 2 | 2 | 13 | 0 | 0 | 0 | 352 | 32 | 0.1162 | 0.61555 | r2l | 1 |
18.887352 | 20,915 | 6,896 | 1 | 2 | 23 | 0 | 0 | 0 | 0 | 429 | 41 | 0.126961 | 0.332359 | probe | 1 |
104.63885 | 47,147 | 5,233 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 271 | 73 | 0.05696 | 0.901181 | normal | 0 |
161.761826 | 44,595 | 12,644 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 121 | 46 | 0.134682 | 0.890564 | normal | 0 |
95.738934 | 35,808 | 31,142 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 325 | 98 | 0.168459 | 0.234575 | normal | 0 |
17.065977 | 11,109 | 2,364 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 474 | 19 | 0.125995 | 0.746697 | normal | 0 |
5.633013 | 9,558,450 | 24,507 | 4 | 1 | 2 | 1 | 0 | 0 | 0 | 480 | 21 | 0.988691 | 0.170658 | dos | 1 |
98.68548 | 40,502 | 38,596 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 305 | 27 | 0.059689 | 0.758456 | normal | 0 |
12.526851 | 38,331 | 1,210 | 2 | 0 | 14 | 0 | 1 | 0 | 0 | 497 | 91 | 0.191425 | 0.438583 | probe | 1 |
2.45597 | 42,291 | 15,625 | 0 | 2 | 2 | 17 | 0 | 0 | 0 | 40 | 86 | 0.145833 | 0.978309 | r2l | 1 |
35.362886 | 36,566 | 72,382 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 58 | 5 | 0.044987 | 0.533672 | normal | 0 |
7.747839 | 34,827 | 43,973 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 174 | 11 | 0.049298 | 0.440584 | normal | 0 |
19.419708 | 34,394 | 83,718 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 216 | 41 | 0.187538 | 0.443832 | normal | 0 |
9.746106 | 43,237 | 98,850 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 301 | 35 | 0.089184 | 0.540453 | normal | 0 |
27.8937 | 24,323 | 13,146 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 249 | 84 | 0.066055 | 0.088784 | normal | 0 |
61.532035 | 27,748 | 73,769 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 469 | 4 | 0.093678 | 0.316334 | normal | 0 |
6.379833 | 30,804 | 1,748 | 2 | 0 | 7 | 1 | 1 | 0 | 0 | 171 | 23 | 0.077755 | 0.852945 | probe | 1 |
205.587156 | 7,029 | 78,935 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 73 | 81 | 0.142857 | 0.876569 | normal | 0 |
126.797748 | 3,619 | 44,186 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 26 | 4 | 0.073547 | 0.615358 | normal | 0 |
2.440782 | 18,179 | 55,589 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 343 | 48 | 0.011342 | 0.623366 | normal | 0 |
41.762251 | 22,380 | 72,449 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 410 | 28 | 0.003131 | 0.021262 | normal | 0 |
114.680018 | 24,474 | 99,864 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 93 | 10 | 0.19799 | 0.640027 | normal | 0 |
12.562565 | 46,939 | 3,777 | 4 | 1 | 27 | 0 | 0 | 0 | 0 | 300 | 11 | 0.138759 | 0.450589 | probe | 1 |
161.489201 | 45,179 | 62,757 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 123 | 71 | 0.047755 | 0.93617 | normal | 0 |
246.010103 | 476 | 88,122 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 460 | 1 | 0.133715 | 0.94834 | normal | 0 |
43.711747 | 878 | 30,161 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 341 | 34 | 0.177535 | 0.843841 | normal | 0 |
122.364185 | 38,143 | 24,169 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 191 | 97 | 0.145912 | 0.029668 | normal | 0 |
46.457626 | 5,550,226 | 12,483 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 260 | 34 | 0.602683 | 0.322526 | dos | 1 |
117.382016 | 14,528 | 39,787 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 357 | 56 | 0.133342 | 0.84341 | normal | 0 |
6.377813 | 4,006,956 | 83,687 | 4 | 1 | 1 | 2 | 1 | 0 | 0 | 134 | 62 | 0.581551 | 0.342279 | dos | 1 |
16.3427 | 3,695 | 99,624 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 19 | 81 | 0.097221 | 0.558908 | normal | 0 |
123.746563 | 14,161 | 29,106 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 176 | 36 | 0.034798 | 0.999284 | normal | 0 |
124.427487 | 14,556 | 42,715 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 229 | 21 | 0.053274 | 0.397502 | normal | 0 |
102.488621 | 18,983 | 80,733 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 5 | 28 | 0.132272 | 0.758574 | normal | 0 |
64.887009 | 47,805 | 44,823 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 311 | 16 | 0.035477 | 0.549108 | normal | 0 |
9.506614 | 8,862,204 | 54,563 | 4 | 1 | 4 | 1 | 1 | 0 | 0 | 29 | 80 | 0.945556 | 0.718206 | dos | 1 |
148.633924 | 17,070 | 45,536 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 147 | 59 | 0.158564 | 0.658249 | normal | 0 |
339.56625 | 7,589 | 65,417 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 116 | 28 | 0.104576 | 0.862816 | normal | 0 |
219.499635 | 32,277 | 56,303 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 456 | 44 | 0.009397 | 0.028144 | normal | 0 |
158.247569 | 31,526 | 22,292 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 135 | 29 | 0.111478 | 0.149646 | normal | 0 |
118.664879 | 6,844 | 32,566 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 13 | 2 | 0.05663 | 0.073383 | normal | 0 |
85.368113 | 8,901 | 55,514 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 348 | 16 | 0.062591 | 0.418699 | normal | 0 |
12.852546 | 10,792 | 55,156 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 442 | 49 | 0.033912 | 0.029075 | normal | 0 |
18.099065 | 18,967 | 69,346 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 478 | 83 | 0.036086 | 0.130824 | normal | 0 |
171.635275 | 46,786 | 22,485 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 256 | 55 | 0.103997 | 0.108309 | normal | 0 |
162.61412 | 31,326 | 826 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 298 | 91 | 0.096689 | 0.0951 | normal | 0 |
95.310754 | 40,352 | 85,923 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 354 | 2 | 0.098907 | 0.459482 | normal | 0 |
57.774945 | 15,923 | 30,537 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 403 | 82 | 0.046926 | 0.550949 | normal | 0 |
0.640536 | 26,027 | 8,481 | 0 | 2 | 3 | 11 | 1 | 0 | 0 | 374 | 87 | 0.119969 | 0.197282 | r2l | 1 |
39.62729 | 208 | 90,675 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 335 | 12 | 0.142202 | 0.128519 | normal | 0 |
54.583064 | 25,201 | 20,981 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 261 | 58 | 0.188273 | 0.07379 | normal | 0 |
66.517466 | 1,598 | 73,212 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 5 | 26 | 0.183118 | 0.778217 | normal | 0 |
264.96577 | 42,009 | 31,109 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 13 | 50 | 0.175462 | 0.402445 | normal | 0 |
0.458516 | 5,506,557 | 74,381 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 424 | 30 | 0.675949 | 0.128031 | dos | 1 |
73.161137 | 47,876 | 68,666 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 186 | 14 | 0.175624 | 0.987553 | normal | 0 |
30.548354 | 21,431 | 1,080 | 1 | 2 | 1 | 19 | 1 | 0 | 0 | 379 | 15 | 0.056943 | 0.101361 | r2l | 1 |
3.276105 | 43,454 | 91,767 | 4 | 2 | 17 | 1 | 1 | 0 | 0 | 52 | 65 | 0.058639 | 0.499602 | probe | 1 |
197.951669 | 37,785 | 35,876 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 422 | 17 | 0.078422 | 0.474662 | normal | 0 |
57.765272 | 48,873 | 52,921 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 191 | 72 | 0.000996 | 0.54405 | normal | 0 |
809.719866 | 7,528 | 41,426 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 422 | 95 | 0.136154 | 0.927104 | normal | 0 |
72.16768 | 23,345 | 21,279 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 445 | 90 | 0.099542 | 0.515756 | normal | 0 |
18.286306 | 29,681 | 63,613 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 12 | 51 | 0.116593 | 0.350041 | normal | 0 |
81.164853 | 33,925 | 14,036 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 381 | 82 | 0.149737 | 0.549275 | normal | 0 |
25.644929 | 22,796 | 48,464 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 298 | 14 | 0.171972 | 0.795876 | normal | 0 |
101.146123 | 17,852 | 24,252 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 306 | 76 | 0.006054 | 0.372405 | normal | 0 |
277.163198 | 24,586 | 2,027 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 53 | 0.175702 | 0.903881 | normal | 0 |
10.637706 | 31,989 | 60,600 | 0 | 1 | 9 | 0 | 1 | 0 | 0 | 225 | 49 | 0.147171 | 0.19063 | probe | 1 |
31.905399 | 14,967 | 85,612 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 320 | 49 | 0.146157 | 0.902497 | normal | 0 |
7.625137 | 5,365,586 | 97,331 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 469 | 52 | 0.904031 | 0.685487 | dos | 1 |
7.180561 | 15,705 | 44,375 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 4 | 46 | 0.009129 | 0.720802 | normal | 0 |
33.668723 | 32,184 | 96,669 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 129 | 70 | 0.024387 | 0.838374 | normal | 0 |
9.719924 | 25,603 | 88,209 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 227 | 55 | 0.187237 | 0.638896 | normal | 0 |
69.204523 | 3,725 | 79,835 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 42 | 51 | 0.106906 | 0.126382 | normal | 0 |
123.219081 | 47,893 | 18,636 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 24 | 21 | 0.028397 | 0.003213 | normal | 0 |
139.10302 | 21,684 | 61,897 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 277 | 86 | 0.000894 | 0.868864 | normal | 0 |
28.351444 | 8,533,095 | 60,078 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 165 | 82 | 0.837601 | 0.989628 | dos | 1 |
41.544863 | 12,121 | 50,406 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 18 | 13 | 0.184152 | 0.687153 | normal | 0 |
33.991864 | 20,167 | 59,130 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 172 | 39 | 0.154247 | 0.509935 | normal | 0 |
11.385242 | 8,320,661 | 89,445 | 1 | 1 | 4 | 2 | 0 | 0 | 0 | 3 | 2 | 0.580989 | 0.779183 | dos | 1 |
1.108247 | 2,274,289 | 77,863 | 4 | 0 | 3 | 2 | 1 | 0 | 0 | 157 | 88 | 0.880912 | 0.168837 | dos | 1 |
35.570414 | 23,945 | 58,091 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 386 | 97 | 0.135409 | 0.490174 | normal | 0 |
100.648689 | 43,149 | 63,762 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 433 | 85 | 0.076316 | 0.977786 | normal | 0 |
4.863619 | 8,461 | 26,198 | 1 | 0 | 12 | 1 | 1 | 0 | 0 | 344 | 27 | 0.06592 | 0.744974 | probe | 1 |
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