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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8.180834 | 7,140,723 | 2,574 | 3 | 2 | 4 | 2 | 1 | 0 | 0 | 224 | 24 | 0.628343 | 0.654809 | dos | 1 |
0.597992 | 29,108 | 30,537 | 4 | 1 | 8 | 1 | 1 | 0 | 0 | 165 | 29 | 0.175227 | 0.793765 | probe | 1 |
11.915946 | 10,970 | 52,452 | 2 | 2 | 4 | 11 | 1 | 0 | 0 | 222 | 64 | 0.131214 | 0.037302 | r2l | 1 |
0.54271 | 47,869 | 39,715 | 4 | 0 | 1 | 14 | 0 | 0 | 0 | 126 | 73 | 0.007581 | 0.811923 | r2l | 1 |
246.14615 | 42,855 | 39,669 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 167 | 18 | 0.186532 | 0.682547 | normal | 0 |
17.426661 | 3,658 | 334 | 4 | 2 | 4 | 17 | 0 | 0 | 0 | 293 | 65 | 0.196448 | 0.795842 | r2l | 1 |
2.705985 | 2,325,371 | 13,186 | 4 | 1 | 2 | 2 | 1 | 0 | 0 | 109 | 24 | 0.931788 | 0.356403 | dos | 1 |
34.342331 | 3,613 | 62,098 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 408 | 20 | 0.02208 | 0.93818 | normal | 0 |
36.412237 | 9,560 | 46,632 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 384 | 68 | 0.185622 | 0.868774 | normal | 0 |
9.079826 | 2,211,217 | 22,820 | 4 | 0 | 4 | 1 | 1 | 0 | 0 | 407 | 77 | 0.657152 | 0.483655 | dos | 1 |
59.607355 | 7,753 | 45,498 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 202 | 14 | 0.146792 | 0.597386 | normal | 0 |
17.856009 | 122 | 67,266 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 282 | 52 | 0.197793 | 0.581764 | normal | 0 |
9.929977 | 48,424 | 38,023 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 336 | 14 | 0.085623 | 0.99191 | normal | 0 |
64.040316 | 49,612 | 96,855 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 129 | 64 | 0.07302 | 0.891505 | normal | 0 |
62.540447 | 28,769 | 83,644 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 391 | 90 | 0.053266 | 0.659582 | normal | 0 |
1.066403 | 2,477,558 | 99,106 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 141 | 26 | 0.571789 | 0.444146 | dos | 1 |
63.689441 | 34,318 | 911 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 53 | 44 | 0.058619 | 0.660193 | normal | 0 |
15.48726 | 31,809 | 94,278 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 61 | 53 | 0.191614 | 0.192891 | normal | 0 |
70.8876 | 22,269 | 95,976 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 420 | 5 | 0.057383 | 0.50052 | normal | 0 |
237.289387 | 35,622 | 31,751 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 487 | 69 | 0.196022 | 0.059466 | normal | 0 |
1.588178 | 17,111 | 29,627 | 2 | 2 | 12 | 2 | 1 | 0 | 0 | 277 | 5 | 0.021915 | 0.18556 | probe | 1 |
117.039181 | 19,751 | 47,883 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 18 | 0.001001 | 0.575441 | normal | 0 |
90.105554 | 666 | 28,080 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 254 | 62 | 0.030775 | 0.695697 | normal | 0 |
138.065321 | 36,626 | 74,063 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 148 | 85 | 0.022361 | 0.526364 | normal | 0 |
16.322538 | 49,205 | 96,882 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 458 | 51 | 0.020307 | 0.038655 | normal | 0 |
2.177811 | 8,111,001 | 57,339 | 3 | 1 | 3 | 1 | 1 | 0 | 0 | 192 | 25 | 0.631439 | 0.350574 | dos | 1 |
14.46315 | 2,845,268 | 79,683 | 2 | 1 | 2 | 2 | 1 | 0 | 0 | 129 | 58 | 0.796316 | 0.520298 | dos | 1 |
187.778242 | 3,630 | 78,242 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 109 | 58 | 0.175931 | 0.859869 | normal | 0 |
28.316796 | 18,990 | 44,840 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 250 | 78 | 0.065047 | 0.824918 | normal | 0 |
134.481808 | 11,847 | 46,908 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 428 | 49 | 0.179971 | 0.181835 | normal | 0 |
151.882376 | 10,483 | 51,167 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 219 | 42 | 0.102732 | 0.83309 | normal | 0 |
50.656019 | 43,982 | 36,427 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 319 | 48 | 0.069915 | 0.473078 | normal | 0 |
48.443275 | 25,404 | 78,329 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 33 | 57 | 0.176167 | 0.837525 | normal | 0 |
107.2349 | 47,842 | 78,804 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 78 | 30 | 0.091688 | 0.630096 | normal | 0 |
9.806241 | 16,957 | 98,702 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 403 | 86 | 0.13231 | 0.378596 | normal | 0 |
10.689233 | 33,473 | 77,122 | 3 | 0 | 20 | 1 | 0 | 0 | 0 | 378 | 18 | 0.06494 | 0.153798 | probe | 1 |
25.114813 | 25,918 | 80,826 | 0 | 1 | 3 | 0 | 1 | 1 | 1 | 347 | 74 | 0.005608 | 0.084798 | u2r | 1 |
21.145006 | 38,551 | 20,481 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 41 | 88 | 0.112792 | 0.439202 | normal | 0 |
2.13618 | 297,435 | 15,993 | 3 | 1 | 4 | 0 | 0 | 0 | 0 | 309 | 92 | 0.592545 | 0.2062 | dos | 1 |
10.349966 | 7,504 | 24,453 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 152 | 73 | 0.103661 | 0.284693 | normal | 0 |
356.992702 | 36,622 | 60,600 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 331 | 89 | 0.009632 | 0.94524 | normal | 0 |
8.477907 | 1,585,430 | 32,783 | 2 | 2 | 3 | 0 | 1 | 0 | 0 | 311 | 59 | 0.576629 | 0.50713 | dos | 1 |
6.069897 | 36,746 | 37,142 | 2 | 2 | 5 | 0 | 1 | 0 | 0 | 223 | 16 | 0.154057 | 0.190526 | probe | 1 |
1.620916 | 36,611 | 54,622 | 2 | 0 | 4 | 19 | 0 | 0 | 0 | 76 | 59 | 0.150148 | 0.067693 | r2l | 1 |
218.551385 | 4,947 | 50,728 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 309 | 11 | 0.00404 | 0.788119 | normal | 0 |
30.039676 | 16,036 | 32,669 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 474 | 49 | 0.077108 | 0.582972 | normal | 0 |
28.6757 | 482,926 | 13,250 | 1 | 2 | 4 | 2 | 1 | 0 | 0 | 213 | 63 | 0.892318 | 0.582536 | dos | 1 |
21.665686 | 38,546 | 60,278 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 354 | 9 | 0.067133 | 0.425011 | normal | 0 |
53.33137 | 32,240 | 5,174 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 166 | 60 | 0.005518 | 0.166159 | normal | 0 |
81.703297 | 38,965 | 30,927 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 37 | 73 | 0.070092 | 0.676753 | normal | 0 |
125.138229 | 49,927 | 47,235 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 3 | 48 | 0.058859 | 0.683058 | normal | 0 |
3.060491 | 4,153 | 9,571 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 473 | 50 | 0.136279 | 0.147913 | normal | 0 |
34.320805 | 809 | 55,067 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 431 | 63 | 0.017908 | 0.243713 | normal | 0 |
7.497483 | 1,022 | 77,041 | 2 | 1 | 24 | 0 | 1 | 0 | 0 | 262 | 62 | 0.188829 | 0.055574 | probe | 1 |
44.218409 | 36,267 | 34,075 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 492 | 33 | 0.033274 | 0.600867 | normal | 0 |
149.176624 | 33,275 | 9,850 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 301 | 3 | 0.025432 | 0.571904 | normal | 0 |
105.455376 | 45,303 | 70,068 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 343 | 65 | 0.082913 | 0.688232 | normal | 0 |
26.709734 | 36,460 | 7,106 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 39 | 36 | 0.103197 | 0.329316 | normal | 0 |
15.774093 | 12,890 | 98,357 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 200 | 20 | 0.125756 | 0.447292 | normal | 0 |
99.167989 | 26,464 | 59,404 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 389 | 24 | 0.001237 | 0.800352 | normal | 0 |
4.068356 | 14,667 | 87,415 | 4 | 2 | 19 | 1 | 0 | 0 | 0 | 228 | 93 | 0.128968 | 0.000564 | probe | 1 |
18.507379 | 20,443 | 62,723 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 339 | 34 | 0.120048 | 0.302102 | normal | 0 |
7.341566 | 31,242 | 16,463 | 3 | 1 | 1 | 17 | 1 | 0 | 0 | 90 | 5 | 0.059629 | 0.369418 | r2l | 1 |
36.103694 | 1,590 | 65,464 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 491 | 83 | 0.053233 | 0.573824 | normal | 0 |
11.443711 | 14,682 | 59,867 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 358 | 60 | 0.010009 | 0.511383 | normal | 0 |
79.166233 | 28,526 | 31,803 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 371 | 98 | 0.073676 | 0.17608 | normal | 0 |
144.243574 | 17,965 | 27,694 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 101 | 66 | 0.12705 | 0.155107 | normal | 0 |
1.968743 | 777,486 | 22,348 | 4 | 0 | 1 | 1 | 1 | 0 | 0 | 82 | 43 | 0.876296 | 0.726103 | dos | 1 |
175.037589 | 47,678 | 21,993 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 393 | 12 | 0.009467 | 0.445089 | normal | 0 |
13.647119 | 30,388 | 80,585 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 288 | 75 | 0.050183 | 0.488438 | normal | 0 |
12.47291 | 32,478 | 98,052 | 1 | 0 | 13 | 2 | 1 | 0 | 0 | 279 | 62 | 0.004192 | 0.125636 | probe | 1 |
21.369655 | 31,823 | 56,355 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 423 | 86 | 0.049449 | 0.222887 | r2l | 1 |
4.639009 | 16,278 | 60,946 | 1 | 2 | 16 | 1 | 0 | 0 | 0 | 336 | 87 | 0.018368 | 0.166441 | probe | 1 |
119.002489 | 37,722 | 56,575 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 66 | 40 | 0.046528 | 0.370544 | normal | 0 |
31.784199 | 827,899 | 49,437 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 135 | 62 | 0.81554 | 0.341283 | dos | 1 |
105.391567 | 8,155 | 75,304 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 436 | 17 | 0.075445 | 0.411637 | normal | 0 |
9.896776 | 24,787 | 25,519 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 326 | 35 | 0.179415 | 0.597973 | normal | 0 |
118.844623 | 39,948 | 89,883 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 26 | 40 | 0.171105 | 0.175145 | normal | 0 |
129.019415 | 40,929 | 18,602 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 132 | 74 | 0.069915 | 0.734138 | normal | 0 |
503.287083 | 39,326 | 9,712 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 253 | 27 | 0.130497 | 0.244817 | normal | 0 |
118.20888 | 8,493 | 85,236 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 308 | 11 | 0.088014 | 0.7774 | normal | 0 |
16.28376 | 15,960 | 1,984 | 0 | 2 | 21 | 1 | 1 | 0 | 0 | 350 | 58 | 0.163631 | 0.493918 | probe | 1 |
72.322149 | 43,713 | 52,616 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 349 | 64 | 0.004114 | 0.372421 | normal | 0 |
202.43695 | 21,236 | 75,478 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 166 | 70 | 0.101 | 0.430206 | normal | 0 |
575.552702 | 18,015 | 3,723 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 113 | 72 | 0.056816 | 0.639456 | normal | 0 |
0.876861 | 9,681 | 67,881 | 3 | 0 | 3 | 11 | 1 | 0 | 0 | 431 | 15 | 0.187506 | 0.423011 | r2l | 1 |
94.804041 | 41,590 | 72,136 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 383 | 81 | 0.141926 | 0.146672 | normal | 0 |
8.22462 | 16,181 | 1,460 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 487 | 65 | 0.139745 | 0.703627 | normal | 0 |
30.716732 | 317,285 | 86,493 | 2 | 2 | 4 | 2 | 1 | 0 | 0 | 496 | 75 | 0.695735 | 0.963162 | dos | 1 |
15.307318 | 633,930 | 1,208 | 2 | 2 | 4 | 0 | 1 | 0 | 0 | 378 | 28 | 0.981611 | 0.163713 | dos | 1 |
149.418317 | 38,022 | 69,331 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 319 | 42 | 0.075175 | 0.284737 | normal | 0 |
13.302339 | 25,040 | 30,991 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 385 | 73 | 0.10775 | 0.809732 | normal | 0 |
1.831629 | 6,194,605 | 29,794 | 3 | 0 | 0 | 2 | 1 | 0 | 0 | 225 | 18 | 0.614411 | 0.782538 | dos | 1 |
35.058482 | 3,471 | 92,593 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 187 | 12 | 0.018445 | 0.067771 | normal | 0 |
142.824718 | 11,116 | 67,203 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 410 | 77 | 0.187829 | 0.383927 | normal | 0 |
1.130854 | 23,043 | 80,498 | 2 | 2 | 23 | 1 | 0 | 0 | 0 | 320 | 86 | 0.030604 | 0.904574 | probe | 1 |
115.194559 | 17,856 | 75,224 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 371 | 93 | 0.114463 | 0.499072 | normal | 0 |
34.954747 | 47,902 | 56,891 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 28 | 35 | 0.029686 | 0.159205 | normal | 0 |
0.903499 | 11,149 | 60,187 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 93 | 94 | 0.069697 | 0.407678 | normal | 0 |
100.336914 | 2,337 | 22,923 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 228 | 12 | 0.133883 | 0.98428 | normal | 0 |
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