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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
16.469004 | 13,614 | 4,037 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 172 | 89 | 0.161366 | 0.338569 | normal | 0 |
4.788859 | 43,365 | 79,298 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 96 | 73 | 0.103494 | 0.338152 | normal | 0 |
77.241911 | 44,498 | 82,210 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 104 | 1 | 0.111596 | 0.519559 | normal | 0 |
26.773588 | 23,797 | 39,712 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 43 | 60 | 0.025589 | 0.770318 | normal | 0 |
35.834138 | 25,512 | 43,654 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 73 | 13 | 0.097631 | 0.610126 | normal | 0 |
28.12126 | 6,239 | 96,360 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 433 | 85 | 0.083849 | 0.912528 | normal | 0 |
105.031457 | 46,620 | 61,154 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 259 | 90 | 0.131546 | 0.367004 | normal | 0 |
80.638075 | 14,198 | 10,166 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 481 | 16 | 0.118396 | 0.739047 | normal | 0 |
35.429611 | 10,358 | 62,840 | 2 | 0 | 1 | 2 | 1 | 1 | 0 | 238 | 1 | 0.023449 | 0.22714 | u2r | 1 |
74.76594 | 19,485 | 94,126 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 372 | 49 | 0.129243 | 0.943743 | normal | 0 |
156.632941 | 38,867 | 90,301 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 300 | 98 | 0.078042 | 0.066116 | normal | 0 |
8.468092 | 5,174 | 54,847 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 167 | 15 | 0.128341 | 0.254729 | normal | 0 |
220.490478 | 25,108 | 41,336 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 192 | 3 | 0.052907 | 0.918515 | normal | 0 |
86.347689 | 22,032 | 23,210 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 116 | 14 | 0.034403 | 0.919501 | normal | 0 |
300.830031 | 20,831 | 33,026 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 228 | 99 | 0.194113 | 0.053615 | normal | 0 |
1.066115 | 38,987 | 2,419 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 78 | 20 | 0.077585 | 0.754739 | r2l | 1 |
504.600334 | 13,183 | 63,165 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 455 | 98 | 0.03807 | 0.598875 | normal | 0 |
103.359132 | 11,925 | 91,942 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 44 | 91 | 0.106112 | 0.208432 | normal | 0 |
83.815954 | 7,150 | 48,090 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 426 | 36 | 0.11011 | 0.373086 | normal | 0 |
72.41831 | 22,426 | 23,359 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 284 | 58 | 0.067901 | 0.896346 | normal | 0 |
2.393863 | 31,468 | 43,976 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 79 | 57 | 0.050406 | 0.861274 | normal | 0 |
280.741525 | 11,249 | 64,080 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 440 | 96 | 0.063862 | 0.229627 | normal | 0 |
1.630468 | 4,175,469 | 51,304 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 306 | 31 | 0.999349 | 0.302227 | dos | 1 |
9.609962 | 8,512 | 26,025 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 350 | 70 | 0.109708 | 0.211206 | normal | 0 |
2.117478 | 26,836 | 76,652 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 411 | 33 | 0.070017 | 0.401835 | normal | 0 |
17.851361 | 48,376 | 68,868 | 1 | 0 | 24 | 1 | 0 | 0 | 0 | 259 | 64 | 0.177602 | 0.951402 | probe | 1 |
94.006041 | 21,139 | 71,422 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 330 | 29 | 0.060363 | 0.652093 | normal | 0 |
9.004342 | 21,661 | 19,501 | 0 | 1 | 3 | 19 | 1 | 0 | 0 | 230 | 21 | 0.13475 | 0.175872 | r2l | 1 |
69.248199 | 26,920 | 69,133 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 337 | 40 | 0.139219 | 0.952018 | normal | 0 |
10.382226 | 20,292 | 2,314 | 0 | 1 | 23 | 1 | 1 | 0 | 0 | 108 | 47 | 0.102702 | 0.554118 | probe | 1 |
75.873742 | 40,742 | 1,557 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 189 | 25 | 0.182349 | 0.485297 | normal | 0 |
0.502976 | 3,180,538 | 97,385 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 214 | 52 | 0.92419 | 0.519296 | dos | 1 |
21.762227 | 40,753 | 48,644 | 2 | 1 | 0 | 2 | 1 | 9 | 0 | 273 | 15 | 0.192905 | 0.712743 | u2r | 1 |
33.193945 | 37,599 | 8,014 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 441 | 88 | 0.002341 | 0.920298 | normal | 0 |
2.904842 | 47,880 | 51,479 | 1 | 0 | 3 | 3 | 1 | 0 | 0 | 477 | 8 | 0.109878 | 0.038307 | r2l | 1 |
230.413381 | 31,479 | 29,196 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 429 | 78 | 0.125384 | 0.882012 | normal | 0 |
129.179601 | 24,439 | 27,487 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 36 | 20 | 0.014392 | 0.034328 | normal | 0 |
555.06761 | 40,434 | 54,553 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 158 | 33 | 0.050948 | 0.543237 | normal | 0 |
35.978157 | 35,148 | 75,235 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 352 | 36 | 0.124626 | 0.65196 | normal | 0 |
210.772454 | 14,460 | 26,540 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 24 | 99 | 0.194372 | 0.977284 | normal | 0 |
92.39557 | 30,196 | 76,863 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 258 | 38 | 0.188454 | 0.862595 | normal | 0 |
60.353577 | 32,138 | 14,446 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 358 | 50 | 0.095886 | 0.203676 | normal | 0 |
24.446744 | 1,913,514 | 24,392 | 4 | 2 | 4 | 1 | 1 | 0 | 0 | 176 | 7 | 0.541783 | 0.017179 | dos | 1 |
2.639245 | 7,984,519 | 80,983 | 3 | 0 | 1 | 2 | 0 | 0 | 0 | 135 | 24 | 0.644993 | 0.493786 | dos | 1 |
234.48743 | 2,218 | 73,339 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 372 | 76 | 0.096915 | 0.580353 | normal | 0 |
26.828266 | 45,115 | 11,921 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 76 | 57 | 0.108431 | 0.712121 | normal | 0 |
19.284514 | 14,460 | 25,480 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 63 | 80 | 0.138198 | 0.565769 | normal | 0 |
119.145783 | 36,313 | 5,559 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 468 | 81 | 0.087795 | 0.126906 | normal | 0 |
377.109491 | 32,057 | 19,583 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 310 | 41 | 0.064714 | 0.851388 | normal | 0 |
138.611478 | 31,360 | 35,109 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 196 | 35 | 0.173355 | 0.455916 | normal | 0 |
33.488653 | 35,686 | 13,460 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 233 | 23 | 0.080359 | 0.182355 | normal | 0 |
15.21987 | 28,007 | 19,782 | 4 | 0 | 3 | 13 | 0 | 0 | 0 | 489 | 22 | 0.028351 | 0.722807 | r2l | 1 |
48.502409 | 49,928 | 52,003 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 490 | 79 | 0.080702 | 0.806458 | normal | 0 |
191.118523 | 43,202 | 99,449 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 53 | 25 | 0.17946 | 0.963845 | normal | 0 |
147.565371 | 9,705 | 77,322 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 371 | 20 | 0.076277 | 0.013144 | normal | 0 |
88.91023 | 6,463 | 16,767 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 322 | 5 | 0.146301 | 0.115841 | normal | 0 |
32.152723 | 25,581 | 75,714 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 422 | 93 | 0.181125 | 0.902944 | normal | 0 |
278.043587 | 38,255 | 76,058 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 158 | 4 | 0.013172 | 0.300181 | normal | 0 |
105.933934 | 46,673 | 43,771 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 4 | 96 | 0.085283 | 0.124522 | normal | 0 |
352.257368 | 22,233 | 13,758 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 20 | 25 | 0.065192 | 0.900187 | normal | 0 |
1.890058 | 46,245 | 91,078 | 2 | 2 | 4 | 2 | 1 | 8 | 1 | 473 | 37 | 0.091643 | 0.654885 | u2r | 1 |
14.364548 | 22,820 | 29,513 | 2 | 1 | 16 | 2 | 1 | 0 | 0 | 58 | 25 | 0.01243 | 0.36044 | probe | 1 |
167.721035 | 28,067 | 97,986 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 421 | 72 | 0.022499 | 0.496511 | normal | 0 |
41.14763 | 48,774 | 63,056 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 350 | 98 | 0.097115 | 0.887114 | normal | 0 |
332.481214 | 12,283 | 50,171 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 99 | 86 | 0.1848 | 0.741721 | normal | 0 |
2.218576 | 10,514 | 24,384 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 330 | 19 | 0.019225 | 0.467941 | normal | 0 |
146.408687 | 211 | 92,065 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 13 | 47 | 0.019068 | 0.909334 | normal | 0 |
336.845199 | 3,479 | 69,580 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 4 | 89 | 0.047236 | 0.937703 | normal | 0 |
41.386257 | 3,251 | 16,589 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 278 | 68 | 0.025523 | 0.709016 | normal | 0 |
104.443832 | 40,513 | 11,984 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 107 | 47 | 0.077898 | 0.870565 | normal | 0 |
82.60462 | 8,704 | 90,750 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 331 | 96 | 0.102036 | 0.633064 | normal | 0 |
11.401013 | 45,128 | 16,447 | 4 | 1 | 0 | 3 | 0 | 0 | 0 | 293 | 36 | 0.157799 | 0.719862 | r2l | 1 |
3.457821 | 2,751 | 85,752 | 2 | 2 | 13 | 2 | 1 | 0 | 0 | 127 | 35 | 0.040388 | 0.84226 | probe | 1 |
4.009419 | 920,593 | 19,560 | 2 | 1 | 4 | 0 | 0 | 0 | 0 | 126 | 32 | 0.986931 | 0.196871 | dos | 1 |
169.23011 | 16,408 | 73,143 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 142 | 80 | 0.141196 | 0.09226 | normal | 0 |
4.299335 | 24,861 | 79,535 | 3 | 0 | 27 | 0 | 1 | 0 | 0 | 490 | 54 | 0.093666 | 0.028298 | probe | 1 |
25.953146 | 9,868 | 4,323 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 138 | 89 | 0.074087 | 0.258528 | normal | 0 |
4.68942 | 9,454,851 | 86,717 | 1 | 2 | 1 | 2 | 1 | 0 | 0 | 408 | 93 | 0.556939 | 0.259175 | dos | 1 |
113.238605 | 23,875 | 4,023 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 31 | 70 | 0.047877 | 0.893066 | normal | 0 |
0.924582 | 9,155,664 | 16,778 | 4 | 2 | 4 | 0 | 1 | 0 | 0 | 378 | 50 | 0.75218 | 0.526255 | dos | 1 |
114.053549 | 32,918 | 43,740 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 285 | 79 | 0.089304 | 0.351419 | normal | 0 |
19.180807 | 15,585 | 67,395 | 3 | 0 | 13 | 0 | 1 | 0 | 0 | 185 | 71 | 0.060738 | 0.66196 | probe | 1 |
2.481413 | 45,510 | 46,753 | 3 | 1 | 2 | 17 | 0 | 0 | 0 | 467 | 56 | 0.050941 | 0.556896 | r2l | 1 |
3.753139 | 47,566 | 6,441 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 367 | 83 | 0.130779 | 0.625388 | normal | 0 |
110.256802 | 31,355 | 87,464 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 486 | 25 | 0.126361 | 0.37458 | normal | 0 |
2.376592 | 21,887 | 17,404 | 2 | 1 | 1 | 2 | 0 | 5 | 0 | 443 | 22 | 0.142967 | 0.491513 | u2r | 1 |
282.912481 | 24,711 | 56,056 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 130 | 58 | 0.091667 | 0.279895 | normal | 0 |
0.662843 | 24,952 | 85,392 | 0 | 2 | 24 | 2 | 0 | 0 | 0 | 25 | 16 | 0.173473 | 0.718351 | probe | 1 |
159.111627 | 38,683 | 7,747 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 150 | 7 | 0.076474 | 0.386488 | normal | 0 |
234.958253 | 48,893 | 29,224 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 255 | 61 | 0.017823 | 0.723526 | normal | 0 |
112.408986 | 7,253 | 5,517 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 385 | 49 | 0.160538 | 0.778832 | normal | 0 |
34.270672 | 39,193 | 13,571 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 8 | 91 | 0.01762 | 0.213418 | normal | 0 |
4.093434 | 7,740,769 | 96,381 | 1 | 0 | 4 | 0 | 1 | 0 | 0 | 372 | 67 | 0.592043 | 0.065499 | dos | 1 |
137.665346 | 27,140 | 43,729 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 425 | 34 | 0.105667 | 0.294335 | normal | 0 |
55.240764 | 48,893 | 49,484 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 231 | 28 | 0.113753 | 0.510157 | normal | 0 |
123.970076 | 17,372 | 53,577 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 322 | 14 | 0.073106 | 0.961601 | normal | 0 |
202.259914 | 503 | 11,149 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 228 | 89 | 0.181855 | 0.802175 | normal | 0 |
7.810968 | 12,901 | 25,864 | 2 | 0 | 14 | 2 | 1 | 0 | 0 | 393 | 67 | 0.032153 | 0.234697 | probe | 1 |
14.502933 | 40,844 | 10,410 | 4 | 0 | 2 | 1 | 1 | 4 | 0 | 437 | 16 | 0.08259 | 0.829496 | u2r | 1 |
39.352838 | 27,164 | 39,827 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 28 | 11 | 0.051152 | 0.221009 | normal | 0 |
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