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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
129.427491 | 42,038 | 90,098 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 189 | 60 | 0.099207 | 0.987687 | normal | 0 |
4.433158 | 3,916 | 80,605 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 355 | 64 | 0.174324 | 0.044579 | normal | 0 |
162.238084 | 19,210 | 58,531 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 157 | 46 | 0.055291 | 0.091626 | normal | 0 |
76.079091 | 668 | 13,734 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 310 | 39 | 0.112602 | 0.316711 | normal | 0 |
2.370598 | 45,698 | 17,767 | 4 | 1 | 15 | 0 | 1 | 0 | 0 | 480 | 69 | 0.064173 | 0.216552 | probe | 1 |
77.115073 | 4,205 | 44,200 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 377 | 85 | 0.055064 | 0.06105 | normal | 0 |
5.423252 | 45,312 | 7,680 | 1 | 2 | 19 | 0 | 0 | 0 | 0 | 414 | 54 | 0.144328 | 0.901525 | probe | 1 |
16.193829 | 35,640 | 47,952 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 336 | 12 | 0.092435 | 0.163423 | normal | 0 |
54.028086 | 45,296 | 35,163 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 38 | 77 | 0.09386 | 0.294912 | normal | 0 |
7.978063 | 4,154 | 54,013 | 4 | 2 | 21 | 2 | 0 | 0 | 0 | 66 | 18 | 0.108405 | 0.380862 | probe | 1 |
43.141226 | 27,362 | 36,051 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 433 | 10 | 0.150027 | 0.010666 | normal | 0 |
28.675687 | 24,361 | 64,169 | 3 | 2 | 0 | 3 | 0 | 0 | 0 | 53 | 20 | 0.103254 | 0.097399 | r2l | 1 |
17.416708 | 20,482 | 51,060 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 366 | 98 | 0.041327 | 0.480974 | normal | 0 |
19.298784 | 33,004 | 27,200 | 2 | 2 | 2 | 3 | 0 | 0 | 0 | 210 | 34 | 0.145612 | 0.256057 | r2l | 1 |
46.716724 | 21,270 | 76,305 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 329 | 4 | 0.189829 | 0.468485 | normal | 0 |
224.896419 | 30,395 | 35,929 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 193 | 40 | 0.12386 | 0.682199 | normal | 0 |
23.070629 | 26,099 | 25,613 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 116 | 47 | 0.189815 | 0.574272 | normal | 0 |
53.818399 | 31,262 | 16,402 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 86 | 65 | 0.099637 | 0.742715 | normal | 0 |
37.339889 | 37,639 | 87,121 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 341 | 81 | 0.064857 | 0.982637 | normal | 0 |
154.826432 | 18,020 | 25,196 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 146 | 27 | 0.00946 | 0.389072 | normal | 0 |
5.142639 | 35,192 | 40,454 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 411 | 94 | 0.169951 | 0.754475 | normal | 0 |
21.88321 | 44,815 | 5,951 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 247 | 51 | 0.038387 | 0.190111 | normal | 0 |
14.588939 | 543,576 | 5,382 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 372 | 71 | 0.716585 | 0.018808 | dos | 1 |
495.654496 | 9,224 | 60,955 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 108 | 83 | 0.148366 | 0.922909 | normal | 0 |
84.577406 | 12,137 | 44,891 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 145 | 59 | 0.113474 | 0.431963 | normal | 0 |
14.96123 | 48,881 | 26,089 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 383 | 12 | 0.112538 | 0.516193 | normal | 0 |
31.772781 | 7,360 | 18,768 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 120 | 60 | 0.037951 | 0.037413 | normal | 0 |
18.370903 | 39,652 | 95,523 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 394 | 28 | 0.181528 | 0.455353 | normal | 0 |
13.307957 | 40,171 | 91,413 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 311 | 88 | 0.014334 | 0.119807 | normal | 0 |
2.449208 | 14,546 | 60,750 | 1 | 0 | 13 | 0 | 0 | 0 | 0 | 223 | 15 | 0.051415 | 0.974537 | probe | 1 |
14.233358 | 9,212,998 | 15,949 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 90 | 49 | 0.993259 | 0.336975 | dos | 1 |
99.752827 | 27,614 | 25,213 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 324 | 3 | 0.000684 | 0.706647 | normal | 0 |
40.234685 | 16,694 | 64,521 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 464 | 92 | 0.034426 | 0.935292 | normal | 0 |
80.67529 | 10,682 | 34,031 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 267 | 19 | 0.069133 | 0.800122 | normal | 0 |
29.782539 | 39,372 | 63,253 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 316 | 25 | 0.026076 | 0.782563 | normal | 0 |
36.822175 | 48,558 | 66,454 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 193 | 8 | 0.066204 | 0.765231 | normal | 0 |
105.623678 | 27,482 | 4,915 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 375 | 96 | 0.157807 | 0.528859 | normal | 0 |
16.293093 | 45,663 | 17,064 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 99 | 8 | 0.039397 | 0.340883 | normal | 0 |
96.029972 | 24,907 | 13,124 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 79 | 33 | 0.006251 | 0.902191 | normal | 0 |
191.213086 | 17,287 | 81,917 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 416 | 70 | 0.173529 | 0.206237 | normal | 0 |
5.169672 | 19,051 | 78,770 | 4 | 1 | 27 | 2 | 1 | 0 | 0 | 109 | 63 | 0.056013 | 0.365734 | probe | 1 |
227.75148 | 18,631 | 66,008 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 248 | 36 | 0.021521 | 0.718738 | normal | 0 |
24.985468 | 8,423,308 | 91,904 | 1 | 2 | 3 | 0 | 1 | 0 | 0 | 202 | 86 | 0.65154 | 0.505705 | dos | 1 |
10.988805 | 15,229 | 31,191 | 3 | 2 | 3 | 2 | 1 | 2 | 0 | 326 | 74 | 0.055998 | 0.555577 | u2r | 1 |
94.291533 | 11,142 | 73,568 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 343 | 40 | 0.111034 | 0.515453 | normal | 0 |
81.965135 | 1,823 | 57,081 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 154 | 68 | 0.186952 | 0.003643 | normal | 0 |
10.135861 | 41,191 | 76,471 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 5 | 56 | 0.034814 | 0.1558 | normal | 0 |
0.625249 | 15,695 | 37,092 | 3 | 1 | 2 | 16 | 1 | 0 | 0 | 152 | 29 | 0.186537 | 0.913055 | r2l | 1 |
1.005538 | 22,848 | 5,958 | 0 | 0 | 4 | 0 | 0 | 6 | 1 | 461 | 25 | 0.160015 | 0.752688 | u2r | 1 |
19.994998 | 43,169 | 56,522 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 462 | 20 | 0.127645 | 0.370885 | normal | 0 |
225.504304 | 25,507 | 59,051 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 83 | 19 | 0.103367 | 0.182673 | normal | 0 |
17.47858 | 908,971 | 93,776 | 3 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 12 | 0.54994 | 0.585932 | dos | 1 |
274.783791 | 49,983 | 86,064 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 384 | 34 | 0.060171 | 0.344235 | normal | 0 |
4.847684 | 8,280,554 | 70,358 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 46 | 85 | 0.550903 | 0.16831 | dos | 1 |
24.021525 | 22,798 | 71,344 | 4 | 2 | 21 | 2 | 0 | 0 | 0 | 241 | 65 | 0.097932 | 0.515347 | probe | 1 |
6.164306 | 38,463 | 52,163 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 154 | 24 | 0.090235 | 0.018227 | normal | 0 |
214.726179 | 9,909 | 43,125 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 107 | 92 | 0.012672 | 0.435363 | normal | 0 |
112.134704 | 28,785 | 94,817 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 415 | 8 | 0.123428 | 0.007276 | normal | 0 |
46.243996 | 49,230 | 50,249 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 415 | 55 | 0.031381 | 0.682605 | normal | 0 |
21.129752 | 369 | 12,324 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 404 | 59 | 0.09298 | 0.667356 | normal | 0 |
1.131806 | 4,044,829 | 11,593 | 4 | 2 | 0 | 1 | 0 | 0 | 0 | 283 | 22 | 0.514279 | 0.549706 | dos | 1 |
3.46154 | 17,638 | 58,793 | 1 | 2 | 3 | 3 | 0 | 0 | 0 | 190 | 20 | 0.179865 | 0.405695 | r2l | 1 |
8.024935 | 48,837 | 45,242 | 4 | 1 | 1 | 15 | 1 | 0 | 0 | 373 | 20 | 0.13379 | 0.068186 | r2l | 1 |
58.669175 | 30,568 | 7,551 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 360 | 30 | 0.05503 | 0.760073 | normal | 0 |
1.464462 | 24,384 | 59,850 | 0 | 2 | 12 | 1 | 1 | 0 | 0 | 275 | 35 | 0.184845 | 0.240989 | probe | 1 |
1.997697 | 1,780,446 | 11,230 | 4 | 2 | 1 | 2 | 1 | 0 | 0 | 284 | 66 | 0.592438 | 0.43572 | dos | 1 |
9.390711 | 22,120 | 90,889 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 363 | 99 | 0.084752 | 0.139176 | normal | 0 |
242.229442 | 6,872 | 16,106 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 246 | 51 | 0.036422 | 0.595459 | normal | 0 |
48.995125 | 35,216 | 80,741 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 56 | 36 | 0.065275 | 0.634131 | normal | 0 |
2.883509 | 43,043 | 58,676 | 2 | 0 | 25 | 0 | 0 | 0 | 0 | 254 | 48 | 0.008306 | 0.594048 | probe | 1 |
22.865825 | 38,926 | 99,753 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 174 | 77 | 0.087585 | 0.074114 | normal | 0 |
1.016892 | 5,669,180 | 44,423 | 4 | 2 | 0 | 1 | 1 | 0 | 0 | 398 | 54 | 0.817077 | 0.953533 | dos | 1 |
24.526817 | 2,263 | 21,834 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 105 | 56 | 0.061298 | 0.52189 | normal | 0 |
22.798967 | 1,021,963 | 4,503 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 326 | 61 | 0.503603 | 0.508565 | dos | 1 |
212.665904 | 15,677 | 95,538 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 125 | 36 | 0.067622 | 0.621316 | normal | 0 |
3.553766 | 4,263 | 21,947 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 460 | 59 | 0.162044 | 0.594887 | normal | 0 |
176.487437 | 43,850 | 75,924 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 391 | 50 | 0.173942 | 0.249828 | normal | 0 |
52.864923 | 15,272 | 65,387 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 464 | 80 | 0.084642 | 0.444615 | normal | 0 |
0.3376 | 3,460,002 | 17,844 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 359 | 12 | 0.876769 | 0.339284 | dos | 1 |
46.585953 | 14,395 | 95,883 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 403 | 13 | 0.081843 | 0.636384 | normal | 0 |
118.913758 | 13,837 | 11,148 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 249 | 17 | 0.162858 | 0.177476 | normal | 0 |
29.342508 | 10,953 | 64,264 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 442 | 88 | 0.190526 | 0.037924 | normal | 0 |
2.217459 | 43,026 | 13,008 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 163 | 92 | 0.001778 | 0.638215 | normal | 0 |
295.243363 | 27,027 | 33,863 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 415 | 40 | 0.071102 | 0.605808 | normal | 0 |
1.65032 | 18,910 | 61,338 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 166 | 17 | 0.153902 | 0.845432 | normal | 0 |
5.735655 | 16,197 | 75,391 | 1 | 2 | 6 | 2 | 1 | 0 | 0 | 328 | 27 | 0.165963 | 0.120018 | probe | 1 |
18.529107 | 21,995 | 65,341 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 362 | 62 | 0.170526 | 0.67712 | normal | 0 |
4.071358 | 1,770,881 | 11,065 | 4 | 2 | 0 | 1 | 0 | 0 | 0 | 302 | 22 | 0.510633 | 0.115953 | dos | 1 |
4.178638 | 27,353 | 77,966 | 0 | 1 | 2 | 0 | 0 | 5 | 0 | 458 | 63 | 0.065526 | 0.107837 | u2r | 1 |
23.058637 | 38,779 | 25,766 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 81 | 97 | 0.160629 | 0.027105 | normal | 0 |
200.773581 | 14,064 | 85,061 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 55 | 12 | 0.113127 | 0.025611 | normal | 0 |
68.867507 | 13,012 | 37,855 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 166 | 71 | 0.039266 | 0.027688 | normal | 0 |
2.229197 | 38,076 | 5,117 | 2 | 2 | 2 | 18 | 1 | 0 | 0 | 222 | 58 | 0.040036 | 0.866328 | r2l | 1 |
16.660935 | 41,046 | 65,007 | 0 | 0 | 11 | 1 | 1 | 0 | 0 | 276 | 28 | 0.044355 | 0.692756 | probe | 1 |
41.76233 | 11,216 | 44,551 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 293 | 77 | 0.033355 | 0.199754 | normal | 0 |
2.363076 | 3,285,628 | 58,530 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 283 | 63 | 0.597961 | 0.638749 | dos | 1 |
132.248007 | 46,154 | 42,558 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 128 | 28 | 0.147304 | 0.376022 | normal | 0 |
21.231694 | 6,699 | 52,510 | 3 | 2 | 4 | 10 | 1 | 0 | 0 | 28 | 45 | 0.185591 | 0.851567 | r2l | 1 |
1.413178 | 8,746 | 64,745 | 0 | 2 | 1 | 16 | 0 | 0 | 0 | 238 | 44 | 0.048812 | 0.171808 | r2l | 1 |
164.841852 | 23,138 | 81,625 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 2 | 10 | 0.116828 | 0.944073 | normal | 0 |
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