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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
77.881667 | 45,799 | 99,093 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 251 | 99 | 0.122364 | 0.750781 | normal | 0 |
34.791757 | 42,331 | 61,457 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 50 | 4 | 0.146654 | 0.052592 | normal | 0 |
32.321781 | 15,102 | 92,372 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 313 | 97 | 0.029033 | 0.132289 | normal | 0 |
203.522826 | 28,489 | 18,130 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 491 | 96 | 0.047316 | 0.429812 | normal | 0 |
15.671304 | 48,456 | 51,713 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 479 | 16 | 0.151724 | 0.410578 | normal | 0 |
68.410842 | 18,892 | 66,653 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 384 | 88 | 0.170981 | 0.683662 | normal | 0 |
4.750641 | 5,688,456 | 19,353 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 235 | 26 | 0.945313 | 0.117159 | dos | 1 |
98.086458 | 29,521 | 74,768 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 288 | 62 | 0.08378 | 0.263491 | normal | 0 |
2.593129 | 22,802 | 46,318 | 0 | 1 | 5 | 0 | 1 | 0 | 0 | 180 | 32 | 0.041855 | 0.623375 | probe | 1 |
5.49938 | 7,071 | 14,863 | 1 | 1 | 1 | 10 | 0 | 0 | 0 | 110 | 12 | 0.186004 | 0.867814 | r2l | 1 |
2.013349 | 19,335 | 71,322 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 59 | 59 | 0.064835 | 0.222656 | normal | 0 |
103.882671 | 34,265 | 6,320 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 219 | 14 | 0.13954 | 0.366626 | normal | 0 |
99.94666 | 10,257 | 52,354 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 16 | 19 | 0.104557 | 0.385059 | normal | 0 |
1.433604 | 7,182,021 | 49,449 | 3 | 2 | 2 | 2 | 1 | 0 | 0 | 179 | 48 | 0.766733 | 0.591688 | dos | 1 |
62.019363 | 1,630 | 41,957 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 499 | 18 | 0.105695 | 0.490173 | normal | 0 |
246.898147 | 874 | 11,036 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 48 | 34 | 0.058209 | 0.598651 | normal | 0 |
22.951988 | 8,085 | 11,393 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 336 | 32 | 0.136241 | 0.170289 | normal | 0 |
5.528349 | 190,105 | 14,698 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 254 | 57 | 0.861983 | 0.243155 | dos | 1 |
0.179452 | 4,955,604 | 2,663 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 296 | 97 | 0.681749 | 0.016185 | dos | 1 |
166.474699 | 30,219 | 93,453 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 481 | 62 | 0.108381 | 0.849463 | normal | 0 |
174.054864 | 21,731 | 18,699 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 381 | 56 | 0.099315 | 0.832545 | normal | 0 |
142.407689 | 48,232 | 89,627 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 365 | 72 | 0.055206 | 0.59386 | normal | 0 |
45.484575 | 17,833 | 3,558 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 80 | 25 | 0.160643 | 0.45876 | normal | 0 |
9.216911 | 46,378 | 41,873 | 3 | 2 | 10 | 2 | 0 | 0 | 0 | 36 | 46 | 0.185301 | 0.715813 | probe | 1 |
42.998781 | 48,458 | 78,040 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 199 | 33 | 0.197734 | 0.076106 | normal | 0 |
113.8782 | 19,331 | 52,580 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 349 | 68 | 0.014709 | 0.977538 | normal | 0 |
121.317022 | 40,882 | 53,893 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 54 | 46 | 0.15234 | 0.955949 | normal | 0 |
0.412792 | 726 | 66,540 | 0 | 1 | 26 | 0 | 1 | 0 | 0 | 488 | 75 | 0.082385 | 0.130278 | probe | 1 |
22.329971 | 2,765,797 | 58,653 | 4 | 1 | 2 | 2 | 0 | 0 | 0 | 235 | 63 | 0.522728 | 0.989222 | dos | 1 |
100.085669 | 38,829 | 32,222 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 28 | 54 | 0.185877 | 0.469977 | normal | 0 |
2.002662 | 9,432,475 | 2,593 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 359 | 11 | 0.73692 | 0.477136 | dos | 1 |
16.324691 | 46,492 | 5,817 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 80 | 49 | 0.002429 | 0.420834 | normal | 0 |
61.841542 | 45,678 | 48,539 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 252 | 21 | 0.10493 | 0.794518 | normal | 0 |
78.709563 | 24,075 | 5,063 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 386 | 21 | 0.188315 | 0.615126 | normal | 0 |
301.083791 | 26,898 | 19,786 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 157 | 51 | 0.122962 | 0.519173 | normal | 0 |
45.655693 | 27,621 | 78,607 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 188 | 58 | 0.134697 | 0.098257 | normal | 0 |
13.936267 | 14,359 | 42,680 | 3 | 0 | 16 | 0 | 1 | 0 | 0 | 186 | 14 | 0.19387 | 0.527455 | probe | 1 |
78.154149 | 10,713 | 38,938 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 484 | 13 | 0.145895 | 0.120895 | normal | 0 |
27.769114 | 19,541 | 75,243 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 389 | 34 | 0.144629 | 0.779178 | normal | 0 |
21.277794 | 5,967 | 40,752 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 13 | 97 | 0.146071 | 0.406061 | normal | 0 |
15.279567 | 29,214 | 89,224 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 326 | 17 | 0.09721 | 0.610491 | normal | 0 |
6.455978 | 23,689 | 77,337 | 3 | 1 | 23 | 1 | 0 | 0 | 0 | 497 | 44 | 0.070449 | 0.513441 | probe | 1 |
2.217039 | 11,123 | 37,510 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 443 | 72 | 0.166538 | 0.325322 | normal | 0 |
58.886876 | 22,491 | 55,817 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 499 | 89 | 0.028487 | 0.93066 | normal | 0 |
10.326625 | 5,489,180 | 15,658 | 1 | 2 | 3 | 2 | 0 | 0 | 0 | 392 | 17 | 0.543562 | 0.266469 | dos | 1 |
110.89863 | 9,311 | 58,477 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 329 | 90 | 0.130838 | 0.861822 | normal | 0 |
142.622559 | 32,606 | 46,512 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 81 | 69 | 0.106011 | 0.779279 | normal | 0 |
12.670377 | 2,106 | 67,038 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 21 | 0.07289 | 0.458578 | normal | 0 |
64.074614 | 42,622 | 62,063 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 355 | 80 | 0.093571 | 0.015661 | normal | 0 |
11.450651 | 9,133 | 99,940 | 2 | 1 | 1 | 2 | 0 | 2 | 0 | 138 | 18 | 0.133458 | 0.309877 | u2r | 1 |
5.968956 | 7,417,083 | 8,458 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 354 | 58 | 0.826341 | 0.481157 | dos | 1 |
20.002837 | 15,164 | 86,793 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 260 | 68 | 0.013321 | 0.294108 | normal | 0 |
0.014192 | 3,935,848 | 56,532 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 291 | 41 | 0.806671 | 0.27642 | dos | 1 |
88.684776 | 28,575 | 57,397 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 433 | 11 | 0.026398 | 0.794186 | normal | 0 |
72.163121 | 3,297 | 97,944 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 103 | 76 | 0.130573 | 0.272659 | normal | 0 |
177.339039 | 42,769 | 86,527 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 472 | 89 | 0.149863 | 0.45226 | normal | 0 |
26.325378 | 38,534 | 25,376 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 114 | 61 | 0.138168 | 0.483801 | normal | 0 |
47.383674 | 23,890 | 20,804 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 403 | 90 | 0.017334 | 0.968677 | normal | 0 |
157.062255 | 42,124 | 81,633 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 263 | 33 | 0.086941 | 0.194212 | normal | 0 |
0.731454 | 45,341 | 45,151 | 4 | 2 | 16 | 2 | 0 | 0 | 0 | 414 | 96 | 0.09045 | 0.080628 | probe | 1 |
51.436084 | 18,992 | 29,015 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 318 | 91 | 0.126636 | 0.859336 | normal | 0 |
2.988465 | 34,586 | 22,732 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 279 | 73 | 0.151485 | 0.131196 | normal | 0 |
139.992858 | 30,184 | 49,206 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 454 | 90 | 0.085856 | 0.512389 | normal | 0 |
358.207479 | 11,624 | 87,786 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 197 | 11 | 0.183306 | 0.539901 | normal | 0 |
96.83396 | 15,865 | 96,481 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 155 | 65 | 0.034885 | 0.25986 | normal | 0 |
194.170754 | 2,693 | 7,474 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 370 | 23 | 0.083443 | 0.388471 | normal | 0 |
5.866181 | 9,267,539 | 56,600 | 4 | 1 | 0 | 1 | 1 | 0 | 0 | 278 | 2 | 0.923673 | 0.292353 | dos | 1 |
26.355022 | 7,668 | 34,582 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 397 | 28 | 0.165516 | 0.565013 | normal | 0 |
1.454741 | 24,812 | 59,057 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 75 | 86 | 0.193566 | 0.890638 | normal | 0 |
105.95789 | 1,325 | 76,077 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 149 | 90 | 0.018498 | 0.205802 | normal | 0 |
67.945899 | 13,280 | 78,043 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 32 | 63 | 0.156173 | 0.480794 | normal | 0 |
152.371053 | 35,570 | 7,147 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 122 | 22 | 0.152168 | 0.045974 | normal | 0 |
0.942948 | 8,706,509 | 78,251 | 1 | 1 | 4 | 2 | 0 | 0 | 0 | 175 | 93 | 0.851212 | 0.92658 | dos | 1 |
441.888717 | 2,328 | 4,236 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 262 | 52 | 0.099838 | 0.860519 | normal | 0 |
71.398802 | 10,748 | 63,632 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 62 | 5 | 0.160278 | 0.878023 | normal | 0 |
55.717465 | 5,048 | 23,496 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 64 | 78 | 0.198785 | 0.607412 | normal | 0 |
33.790883 | 31,796 | 49,256 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 396 | 70 | 0.004093 | 0.221909 | normal | 0 |
64.790863 | 20,286 | 60,133 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 422 | 39 | 0.146518 | 0.837936 | normal | 0 |
6.035557 | 9,292,625 | 15,225 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 135 | 35 | 0.640461 | 0.749026 | dos | 1 |
4.336661 | 28,410 | 59,293 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 447 | 52 | 0.143515 | 0.489924 | normal | 0 |
28.339456 | 288,722 | 53,536 | 4 | 2 | 0 | 0 | 1 | 0 | 0 | 139 | 14 | 0.662687 | 0.493934 | dos | 1 |
500.672211 | 45,767 | 62,071 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 284 | 82 | 0.01429 | 0.768199 | normal | 0 |
18.557757 | 7,817,494 | 73,397 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 285 | 76 | 0.98729 | 0.875013 | dos | 1 |
40.278501 | 41,661 | 33,976 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 40 | 98 | 0.052709 | 0.066759 | normal | 0 |
25.237795 | 43,124 | 13,528 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 283 | 97 | 0.012496 | 0.475735 | normal | 0 |
32.364146 | 31,668 | 12,566 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 288 | 59 | 0.164855 | 0.524197 | normal | 0 |
8.514936 | 7,078 | 2,995 | 0 | 2 | 27 | 0 | 1 | 0 | 0 | 201 | 14 | 0.126214 | 0.118979 | probe | 1 |
64.456839 | 12,198 | 73,178 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 488 | 27 | 0.177598 | 0.779128 | normal | 0 |
5.903293 | 33,413 | 1,906 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 148 | 18 | 0.106524 | 0.79272 | normal | 0 |
126.753124 | 38,800 | 50,862 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 215 | 40 | 0.108847 | 0.468324 | normal | 0 |
6.74283 | 9,381,437 | 4,179 | 4 | 0 | 2 | 1 | 1 | 0 | 0 | 300 | 3 | 0.638712 | 0.925461 | dos | 1 |
22.234978 | 41,243 | 26,167 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 229 | 51 | 0.073451 | 0.429246 | normal | 0 |
14.39777 | 9,288,140 | 49,159 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 224 | 14 | 0.578202 | 0.409744 | dos | 1 |
364.044391 | 14,340 | 44,693 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 370 | 60 | 0.070759 | 0.059833 | normal | 0 |
118.787326 | 17,941 | 69,181 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 185 | 7 | 0.134422 | 0.682874 | normal | 0 |
67.677563 | 11,562 | 89,250 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 122 | 24 | 0.018501 | 0.559533 | normal | 0 |
29.349646 | 19,284 | 9,846 | 4 | 1 | 4 | 8 | 1 | 0 | 0 | 499 | 65 | 0.063002 | 0.248131 | r2l | 1 |
133.741457 | 36,171 | 74,206 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 55 | 94 | 0.044178 | 0.911399 | normal | 0 |
2.56784 | 26,129 | 12,119 | 0 | 2 | 0 | 11 | 0 | 0 | 0 | 2 | 4 | 0.156239 | 0.021193 | r2l | 1 |
22.899683 | 44,695 | 77,425 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 64 | 28 | 0.107702 | 0.13033 | normal | 0 |
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