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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.32657 | 1,849,953 | 81,874 | 3 | 0 | 1 | 1 | 1 | 0 | 0 | 388 | 75 | 0.697593 | 0.900287 | dos | 1 |
221.106823 | 7,616 | 36,507 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 88 | 96 | 0.169851 | 0.787494 | normal | 0 |
0.317234 | 21,770 | 6,276 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 329 | 7 | 0.056443 | 0.265555 | normal | 0 |
33.144116 | 10,411 | 52,116 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 385 | 81 | 0.16917 | 0.150403 | normal | 0 |
77.279065 | 5,055 | 22,000 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 475 | 73 | 0.064312 | 0.849823 | normal | 0 |
0.927385 | 188,410 | 40,531 | 1 | 2 | 0 | 2 | 1 | 0 | 0 | 225 | 30 | 0.520017 | 0.137865 | dos | 1 |
3.442842 | 13,422 | 80,773 | 4 | 1 | 4 | 10 | 0 | 0 | 0 | 61 | 34 | 0.175385 | 0.496326 | r2l | 1 |
4.658533 | 43,848 | 16,284 | 0 | 0 | 13 | 2 | 0 | 0 | 0 | 221 | 67 | 0.020953 | 0.108031 | probe | 1 |
64.986357 | 33,505 | 60,268 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 57 | 43 | 0.12607 | 0.829913 | normal | 0 |
168.578864 | 252 | 2,919 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 127 | 46 | 0.102044 | 0.298962 | normal | 0 |
10.338523 | 13,573 | 11,196 | 3 | 2 | 0 | 2 | 1 | 3 | 1 | 64 | 93 | 0.154045 | 0.571089 | u2r | 1 |
14.167941 | 7,240,305 | 50,722 | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 100 | 4 | 0.61128 | 0.963406 | dos | 1 |
0.275479 | 27,109 | 26,872 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 362 | 88 | 0.132484 | 0.150301 | normal | 0 |
17.910165 | 15,603 | 30,538 | 2 | 0 | 7 | 2 | 1 | 0 | 0 | 47 | 46 | 0.082875 | 0.555826 | probe | 1 |
12.228832 | 238 | 71,292 | 2 | 1 | 15 | 0 | 1 | 0 | 0 | 374 | 29 | 0.131382 | 0.129186 | probe | 1 |
117.017923 | 14,641 | 6,707 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 261 | 18 | 0.07638 | 0.441668 | normal | 0 |
65.205698 | 6,339 | 92,448 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 221 | 45 | 0.09094 | 0.649383 | normal | 0 |
35.91889 | 49,977 | 92,568 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 329 | 59 | 0.029572 | 0.409669 | normal | 0 |
63.079669 | 46,535 | 88,796 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 227 | 39 | 0.033618 | 0.431313 | normal | 0 |
23.525395 | 11,834 | 78,132 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 133 | 17 | 0.194097 | 0.599034 | normal | 0 |
6.813033 | 8,554,357 | 90,172 | 1 | 2 | 3 | 2 | 1 | 0 | 0 | 126 | 39 | 0.636602 | 0.83481 | dos | 1 |
5.548378 | 118 | 19,959 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 448 | 53 | 0.163505 | 0.206822 | normal | 0 |
200.557443 | 42,496 | 51,980 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 36 | 3 | 0.011933 | 0.934009 | normal | 0 |
71.612678 | 10,746 | 18,958 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 487 | 79 | 0.069377 | 0.96696 | normal | 0 |
96.481548 | 39,980 | 68,918 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 35 | 74 | 0.03025 | 0.765042 | normal | 0 |
7.056876 | 22,005 | 69,300 | 4 | 0 | 7 | 0 | 1 | 0 | 0 | 111 | 26 | 0.089294 | 0.856083 | probe | 1 |
340.212632 | 16,584 | 43,207 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 462 | 79 | 0.143864 | 0.737397 | normal | 0 |
33.107815 | 25,268 | 15,150 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 36 | 0.08905 | 0.723164 | normal | 0 |
19.09441 | 4,517,323 | 3,424 | 4 | 0 | 1 | 0 | 1 | 0 | 0 | 71 | 12 | 0.759935 | 0.780278 | dos | 1 |
502.321992 | 47,221 | 50,250 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 271 | 28 | 0.114656 | 0.08331 | normal | 0 |
212.942535 | 14,564 | 14,271 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 332 | 82 | 0.076409 | 0.840543 | normal | 0 |
76.858181 | 7,235 | 76,531 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 486 | 3 | 0.057641 | 0.227963 | normal | 0 |
464.334184 | 6,129 | 13,582 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 479 | 26 | 0.103795 | 0.514179 | normal | 0 |
120.854947 | 12,753 | 78,868 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 367 | 27 | 0.168876 | 0.926497 | normal | 0 |
23.407864 | 2,609 | 44,067 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 232 | 63 | 0.176352 | 0.418712 | normal | 0 |
52.019641 | 46,340 | 65,733 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 137 | 16 | 0.011601 | 0.598262 | normal | 0 |
8.555567 | 2,055 | 68,224 | 4 | 2 | 18 | 0 | 0 | 0 | 0 | 406 | 57 | 0.068153 | 0.654152 | probe | 1 |
42.161539 | 9,946 | 7,098 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 254 | 46 | 0.110448 | 0.980743 | normal | 0 |
142.902 | 7,178 | 22,513 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 222 | 84 | 0.152525 | 0.392615 | normal | 0 |
87.770226 | 40,411 | 9,062 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 107 | 91 | 0.040517 | 0.209154 | normal | 0 |
3.883721 | 26,364 | 66,045 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 422 | 19 | 0.118305 | 0.377658 | normal | 0 |
209.92238 | 17,394 | 77,761 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 253 | 4 | 0.076539 | 0.47394 | normal | 0 |
35.210844 | 6,263 | 92,568 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 408 | 39 | 0.062803 | 0.974239 | normal | 0 |
3.447136 | 45,701 | 94,503 | 4 | 2 | 4 | 12 | 0 | 0 | 0 | 92 | 49 | 0.126192 | 0.910531 | r2l | 1 |
308.326881 | 24,477 | 56,249 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 381 | 59 | 0.019546 | 0.606588 | normal | 0 |
282.229535 | 6,815 | 83,808 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 16 | 33 | 0.035221 | 0.110992 | normal | 0 |
166.668365 | 22,626 | 31,346 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 401 | 65 | 0.059092 | 0.535989 | normal | 0 |
21.990578 | 39,473 | 65,381 | 0 | 2 | 1 | 2 | 1 | 5 | 1 | 207 | 61 | 0.070057 | 0.940532 | u2r | 1 |
76.063992 | 32,561 | 37,439 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 460 | 66 | 0.067448 | 0.39103 | normal | 0 |
25.399282 | 49,856 | 5,010 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 97 | 47 | 0.18057 | 0.022452 | normal | 0 |
30.066662 | 18,854 | 984 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 110 | 57 | 0.109633 | 0.687508 | normal | 0 |
4.699469 | 8,533,473 | 33,563 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 412 | 32 | 0.665 | 0.64476 | dos | 1 |
4.169065 | 43,070 | 66,383 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 388 | 58 | 0.195012 | 0.28249 | normal | 0 |
15.778966 | 12,427 | 87,637 | 0 | 1 | 6 | 1 | 0 | 0 | 0 | 341 | 46 | 0.153398 | 0.924572 | probe | 1 |
250.927934 | 47,155 | 19,377 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 46 | 89 | 0.072568 | 0.214216 | normal | 0 |
47.927459 | 13,321 | 7,627 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 149 | 79 | 0.079868 | 0.970848 | normal | 0 |
72.447779 | 16,686 | 37,225 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 389 | 56 | 0.078125 | 0.741028 | normal | 0 |
62.75831 | 16,192 | 37,339 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 55 | 49 | 0.073149 | 0.916666 | normal | 0 |
213.876513 | 13,970 | 12,591 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 268 | 98 | 0.097674 | 0.522361 | normal | 0 |
116.668305 | 33,110 | 26,808 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 237 | 51 | 0.018883 | 0.581613 | normal | 0 |
29.865235 | 6,787,612 | 92,424 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 244 | 78 | 0.724433 | 0.481227 | dos | 1 |
59.211026 | 19,205 | 9,629 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 200 | 35 | 0.089949 | 0.643627 | normal | 0 |
56.030648 | 8,951 | 57,745 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 76 | 42 | 0.138807 | 0.766022 | normal | 0 |
320.239165 | 41,772 | 92,332 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 459 | 39 | 0.041634 | 0.086604 | normal | 0 |
19.274882 | 44,955 | 19,538 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 351 | 9 | 0.04695 | 0.158699 | normal | 0 |
9.384522 | 9,466 | 62,785 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 141 | 47 | 0.07673 | 0.430355 | normal | 0 |
212.543381 | 38,087 | 25,482 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 224 | 31 | 0.110121 | 0.485341 | normal | 0 |
226.998228 | 24,922 | 86,361 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 57 | 16 | 0.154955 | 0.835151 | normal | 0 |
7.446561 | 17,214 | 1,095 | 3 | 1 | 9 | 2 | 0 | 0 | 0 | 58 | 58 | 0.123877 | 0.904811 | probe | 1 |
4.598484 | 28,619 | 44,482 | 3 | 1 | 2 | 10 | 0 | 0 | 0 | 463 | 98 | 0.012184 | 0.484094 | r2l | 1 |
107.805826 | 8,787 | 34,574 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 381 | 87 | 0.019906 | 0.263818 | normal | 0 |
82.86532 | 23,042 | 47,911 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 94 | 18 | 0.055517 | 0.636851 | normal | 0 |
7.197713 | 43,722 | 50,828 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 454 | 10 | 0.081342 | 0.665368 | normal | 0 |
90.593181 | 30,180 | 73,935 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 200 | 9 | 0.109035 | 0.195332 | normal | 0 |
1.370767 | 2,675 | 75,093 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 271 | 49 | 0.097489 | 0.359005 | normal | 0 |
39.302394 | 23,992 | 62,496 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 124 | 21 | 0.026461 | 0.692807 | normal | 0 |
5.973379 | 1,278,248 | 5,501 | 2 | 2 | 4 | 2 | 1 | 0 | 0 | 95 | 19 | 0.78258 | 0.898822 | dos | 1 |
36.247066 | 29,670 | 29,660 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 398 | 75 | 0.176118 | 0.468198 | normal | 0 |
281.052559 | 8,835 | 43,885 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 73 | 7 | 0.11996 | 0.06182 | normal | 0 |
28.78607 | 11,355 | 45,217 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 156 | 4 | 0.172772 | 0.352775 | normal | 0 |
37.769758 | 39,701 | 10,255 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 62 | 82 | 0.080597 | 0.920254 | normal | 0 |
98.995745 | 10,194 | 56,333 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 19 | 46 | 0.119503 | 0.892906 | normal | 0 |
143.391849 | 20,798 | 24,821 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 176 | 17 | 0.008863 | 0.381589 | normal | 0 |
69.592658 | 21,574 | 62,509 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 73 | 29 | 0.089377 | 0.151496 | normal | 0 |
7.208322 | 1,218,919 | 89,988 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 55 | 28 | 0.514027 | 0.655032 | dos | 1 |
4.107247 | 35,018 | 51,754 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 462 | 99 | 0.039069 | 0.329036 | normal | 0 |
255.354751 | 6,203 | 81,297 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 57 | 28 | 0.03731 | 0.315542 | normal | 0 |
21.853892 | 17,367 | 21,551 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 291 | 4 | 0.165209 | 0.645584 | normal | 0 |
215.622536 | 36,843 | 14,015 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 220 | 76 | 0.096262 | 0.725439 | normal | 0 |
51.226529 | 49,258 | 85,401 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 43 | 91 | 0.018715 | 0.416631 | normal | 0 |
19.343786 | 1,549,887 | 83,397 | 2 | 1 | 3 | 2 | 1 | 0 | 0 | 483 | 94 | 0.763171 | 0.455694 | dos | 1 |
0.963965 | 24,129 | 88,205 | 1 | 0 | 17 | 2 | 0 | 0 | 0 | 170 | 4 | 0.093406 | 0.874147 | probe | 1 |
17.985075 | 1,985,303 | 2,497 | 1 | 0 | 4 | 2 | 1 | 0 | 0 | 277 | 11 | 0.978385 | 0.367231 | dos | 1 |
250.161632 | 4,291 | 62,652 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 451 | 65 | 0.070041 | 0.308083 | normal | 0 |
28.172305 | 5,723 | 5,850 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 465 | 49 | 0.182601 | 0.70009 | normal | 0 |
27.989926 | 2,393 | 67,323 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 193 | 91 | 0.151849 | 0.569954 | normal | 0 |
168.297088 | 40,259 | 50,964 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 316 | 36 | 0.095252 | 0.122598 | normal | 0 |
2.432674 | 20,693 | 97,078 | 2 | 2 | 24 | 0 | 1 | 0 | 0 | 329 | 58 | 0.194391 | 0.951843 | probe | 1 |
25.107491 | 27,267 | 94,323 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 159 | 14 | 0.092153 | 0.713369 | normal | 0 |
70.052951 | 37,293 | 84,866 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 34 | 87 | 0.171111 | 0.911017 | normal | 0 |
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