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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45.609733 | 8,733,966 | 16,417 | 3 | 2 | 4 | 0 | 1 | 0 | 0 | 335 | 77 | 0.909065 | 0.07712 | dos | 1 |
61.779893 | 26,913 | 96,314 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 124 | 11 | 0.085067 | 0.203405 | normal | 0 |
2.591855 | 9,119,130 | 54,338 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 463 | 90 | 0.888803 | 0.618533 | dos | 1 |
4.810365 | 9,305 | 89,896 | 0 | 1 | 13 | 1 | 1 | 0 | 0 | 144 | 53 | 0.046141 | 0.912871 | probe | 1 |
135.254973 | 6,233 | 39,314 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 230 | 59 | 0.0716 | 0.217184 | normal | 0 |
17.323953 | 18,288 | 97,436 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 152 | 38 | 0.046813 | 0.016506 | normal | 0 |
95.641982 | 3,425 | 26,655 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 293 | 97 | 0.097751 | 0.2473 | normal | 0 |
204.502901 | 36,566 | 98,313 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 78 | 93 | 0.104163 | 0.342077 | normal | 0 |
18.995415 | 6,073 | 1,727 | 3 | 2 | 18 | 1 | 1 | 0 | 0 | 497 | 22 | 0.022742 | 0.080394 | probe | 1 |
0.700722 | 6,310 | 47,635 | 3 | 1 | 26 | 2 | 1 | 0 | 0 | 479 | 27 | 0.19878 | 0.09608 | probe | 1 |
171.698611 | 17,361 | 3,098 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 287 | 97 | 0.191152 | 0.510965 | normal | 0 |
14.621309 | 36,225 | 4,044 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 106 | 42 | 0.07623 | 0.621173 | normal | 0 |
1.770723 | 16,615 | 50,328 | 4 | 1 | 14 | 2 | 0 | 0 | 0 | 428 | 16 | 0.145301 | 0.80758 | probe | 1 |
0.124938 | 38,035 | 47,995 | 2 | 0 | 2 | 15 | 0 | 0 | 0 | 277 | 54 | 0.156457 | 0.150778 | r2l | 1 |
85.889629 | 16,014 | 95,516 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 406 | 80 | 0.174549 | 0.868642 | normal | 0 |
20.59451 | 27,328 | 83,193 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 173 | 8 | 0.070331 | 0.95187 | normal | 0 |
13.57539 | 39,952 | 84,396 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 85 | 40 | 0.186835 | 0.62996 | normal | 0 |
2.654605 | 1,092 | 63,020 | 0 | 2 | 2 | 9 | 1 | 0 | 0 | 123 | 4 | 0.042473 | 0.069647 | r2l | 1 |
10.927179 | 38,640 | 13,597 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 289 | 37 | 0.194769 | 0.292133 | normal | 0 |
72.030067 | 23,882 | 77,305 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 225 | 10 | 0.068774 | 0.918957 | normal | 0 |
7.22532 | 26,435 | 2,341 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 100 | 32 | 0.019995 | 0.017781 | normal | 0 |
25.283582 | 2,696 | 70,075 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 479 | 7 | 0.020467 | 0.630267 | normal | 0 |
57.965859 | 27,775 | 45,343 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 445 | 42 | 0.146599 | 0.423826 | normal | 0 |
22.303707 | 48,897 | 92,465 | 2 | 2 | 4 | 2 | 0 | 5 | 1 | 208 | 53 | 0.057366 | 0.486386 | u2r | 1 |
83.332573 | 3,049 | 68,678 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 368 | 17 | 0.018027 | 0.8244 | normal | 0 |
122.286672 | 21,825 | 51,362 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 94 | 16 | 0.02296 | 0.206051 | normal | 0 |
4.838032 | 30,171 | 95,712 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 144 | 35 | 0.183245 | 0.031557 | normal | 0 |
8.405678 | 25,577 | 76,363 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 139 | 11 | 0.035241 | 0.897019 | normal | 0 |
6.278981 | 5,690 | 72,810 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 375 | 10 | 0.102094 | 0.375479 | normal | 0 |
55.017356 | 40,105 | 70,262 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 313 | 28 | 0.190399 | 0.79698 | normal | 0 |
4.274879 | 12,729 | 80,564 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 420 | 17 | 0.124424 | 0.453567 | normal | 0 |
137.074101 | 165 | 71,153 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 245 | 40 | 0.197788 | 0.793675 | normal | 0 |
25.231516 | 12,994 | 74,752 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 239 | 16 | 0.06988 | 0.680021 | normal | 0 |
280.037099 | 3,864 | 50,773 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 37 | 85 | 0.167032 | 0.595706 | normal | 0 |
7.448106 | 44,201 | 37,339 | 3 | 1 | 4 | 13 | 0 | 0 | 0 | 218 | 53 | 0.053518 | 0.356145 | r2l | 1 |
18.002229 | 19,277 | 81,348 | 1 | 2 | 0 | 15 | 1 | 0 | 0 | 421 | 82 | 0.081372 | 0.291413 | r2l | 1 |
151.657934 | 44,392 | 19,395 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 268 | 47 | 0.05653 | 0.094996 | normal | 0 |
124.880974 | 43,639 | 22,592 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 302 | 4 | 0.043094 | 0.646166 | normal | 0 |
6.34215 | 34,287 | 58,254 | 1 | 0 | 14 | 2 | 1 | 0 | 0 | 44 | 39 | 0.075846 | 0.795402 | probe | 1 |
273.562758 | 5,577 | 56,804 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 68 | 5 | 0.042032 | 0.43057 | normal | 0 |
12.238581 | 3,070,353 | 47,027 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 252 | 28 | 0.831172 | 0.063811 | dos | 1 |
5.0032 | 1,515 | 45,477 | 4 | 0 | 0 | 13 | 0 | 0 | 0 | 215 | 37 | 0.082293 | 0.709075 | r2l | 1 |
47.818572 | 41,435 | 50,156 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 353 | 84 | 0.098451 | 0.565687 | normal | 0 |
182.229502 | 38,292 | 24,087 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 244 | 74 | 0.146185 | 0.528787 | normal | 0 |
12.723598 | 6,307 | 52,374 | 3 | 2 | 3 | 12 | 1 | 0 | 0 | 37 | 57 | 0.169282 | 0.964507 | r2l | 1 |
34.145855 | 8,469 | 32,558 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 23 | 62 | 0.154972 | 0.617684 | normal | 0 |
113.279864 | 16,718 | 41,975 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 224 | 64 | 0.12363 | 0.917075 | normal | 0 |
23.91628 | 861 | 98,044 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 107 | 10 | 0.004325 | 0.984502 | normal | 0 |
26.026691 | 36,746 | 90,118 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 19 | 55 | 0.006505 | 0.00338 | normal | 0 |
36.42211 | 21,890 | 29,644 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 125 | 18 | 0.03888 | 0.164473 | normal | 0 |
0.122117 | 4,841,546 | 24,067 | 3 | 1 | 2 | 2 | 0 | 0 | 0 | 178 | 65 | 0.644305 | 0.55599 | dos | 1 |
6.706891 | 15,926 | 40,698 | 2 | 1 | 3 | 1 | 1 | 5 | 0 | 212 | 37 | 0.082398 | 0.89523 | u2r | 1 |
112.260068 | 17,747 | 3,765 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 7 | 48 | 0.08116 | 0.350426 | normal | 0 |
175.918141 | 28,250 | 13,307 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 111 | 51 | 0.109451 | 0.949219 | normal | 0 |
78.429931 | 22,187 | 28,775 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 498 | 95 | 0.102276 | 0.439994 | normal | 0 |
7.141354 | 36,481 | 85,970 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 32 | 39 | 0.116557 | 0.838187 | normal | 0 |
10.587866 | 37,314 | 19,279 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 455 | 18 | 0.099658 | 0.319379 | normal | 0 |
26.174618 | 37,504 | 46,639 | 2 | 0 | 1 | 7 | 1 | 0 | 0 | 296 | 57 | 0.059035 | 0.876165 | r2l | 1 |
5.081254 | 23,593 | 63,838 | 0 | 1 | 5 | 1 | 0 | 0 | 0 | 6 | 87 | 0.01478 | 0.229672 | probe | 1 |
24.918992 | 3,483 | 93,912 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 416 | 80 | 0.125842 | 0.345387 | normal | 0 |
62.784069 | 19,493 | 36,673 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 393 | 90 | 0.040452 | 0.826133 | normal | 0 |
109.810264 | 40,143 | 76,141 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 300 | 99 | 0.120448 | 0.979353 | normal | 0 |
48.611992 | 27,554 | 34,684 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 305 | 79 | 0.135823 | 0.899727 | normal | 0 |
162.223068 | 129 | 37,045 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 154 | 99 | 0.073411 | 0.496076 | normal | 0 |
134.14099 | 49,560 | 43,250 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 219 | 78 | 0.117932 | 0.344732 | normal | 0 |
0.106641 | 9,801 | 12,507 | 2 | 2 | 3 | 2 | 0 | 5 | 0 | 210 | 32 | 0.036512 | 0.250891 | u2r | 1 |
421.24317 | 18,577 | 95,439 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 52 | 55 | 0.030762 | 0.475859 | normal | 0 |
34.988374 | 49,388 | 15,998 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 344 | 16 | 0.026371 | 0.707086 | normal | 0 |
0.040334 | 937,668 | 97,461 | 2 | 2 | 2 | 2 | 1 | 0 | 0 | 35 | 69 | 0.91995 | 0.788018 | dos | 1 |
193.432589 | 18,082 | 10,083 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 251 | 94 | 0.119576 | 0.976425 | normal | 0 |
86.636891 | 9,746 | 6,572 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 472 | 80 | 0.043824 | 0.129013 | normal | 0 |
155.827996 | 35,471 | 6,951 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 404 | 36 | 0.013725 | 0.647835 | normal | 0 |
53.520744 | 2,580 | 86,050 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 299 | 3 | 0.139894 | 0.245334 | normal | 0 |
6.685084 | 6,199,287 | 3,863 | 1 | 1 | 4 | 2 | 1 | 0 | 0 | 309 | 96 | 0.512489 | 0.612805 | dos | 1 |
5.727578 | 24,882 | 49,826 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 115 | 1 | 0.120642 | 0.147656 | normal | 0 |
10.674881 | 6,483,635 | 18,284 | 3 | 2 | 4 | 1 | 0 | 0 | 0 | 236 | 84 | 0.596717 | 0.134283 | dos | 1 |
160.953032 | 9,521 | 23,713 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 438 | 97 | 0.150304 | 0.900478 | normal | 0 |
203.110155 | 49,198 | 57,061 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 336 | 31 | 0.15704 | 0.071331 | normal | 0 |
17.717093 | 7,940,519 | 70,039 | 3 | 2 | 4 | 1 | 0 | 0 | 0 | 147 | 84 | 0.705001 | 0.171037 | dos | 1 |
20.585638 | 21,175 | 62,812 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 73 | 7 | 0.106557 | 0.932505 | normal | 0 |
3.152002 | 23,152 | 69,635 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 118 | 21 | 0.064403 | 0.021452 | normal | 0 |
199.994008 | 2,896 | 20,840 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 81 | 7 | 0.007532 | 0.365049 | normal | 0 |
50.472867 | 33,995 | 19,421 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 330 | 39 | 0.002245 | 0.177969 | normal | 0 |
30.634158 | 6,602 | 98,893 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 67 | 29 | 0.159684 | 0.616167 | normal | 0 |
82.478998 | 46,007 | 21,861 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 304 | 18 | 0.026695 | 0.115722 | normal | 0 |
54.627755 | 48,592 | 87,667 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 104 | 79 | 0.125401 | 0.868451 | normal | 0 |
105.459348 | 45,710 | 1,889 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 82 | 23 | 0.06337 | 0.6916 | normal | 0 |
2.900107 | 43,465 | 97,315 | 0 | 2 | 1 | 10 | 1 | 0 | 0 | 11 | 19 | 0.115682 | 0.262346 | r2l | 1 |
119.479221 | 1,387 | 18,766 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 248 | 51 | 0.025472 | 0.021547 | normal | 0 |
22.811278 | 21,334 | 84,252 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 106 | 47 | 0.110882 | 0.884562 | probe | 1 |
21.760518 | 25,224 | 33,827 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 374 | 79 | 0.005797 | 0.513287 | normal | 0 |
39.963148 | 20,429 | 36,163 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 411 | 82 | 0.115556 | 0.859861 | normal | 0 |
3.443269 | 46,532 | 24,014 | 2 | 2 | 8 | 2 | 1 | 0 | 0 | 68 | 64 | 0.066805 | 0.920797 | probe | 1 |
327.170841 | 36,797 | 16,778 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 383 | 71 | 0.05173 | 0.229642 | normal | 0 |
25.291244 | 4,896,979 | 68,046 | 2 | 2 | 4 | 0 | 1 | 0 | 0 | 301 | 99 | 0.747929 | 0.580109 | dos | 1 |
47.981133 | 25,482 | 40,248 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 242 | 18 | 0.150463 | 0.684785 | normal | 0 |
105.979316 | 2,027 | 72,022 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 445 | 54 | 0.137022 | 0.308637 | normal | 0 |
54.334832 | 27,809 | 84,022 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 35 | 61 | 0.180286 | 0.27987 | normal | 0 |
302.051168 | 30,005 | 77,111 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 130 | 51 | 0.011866 | 0.759493 | normal | 0 |
11.534351 | 24,458 | 61,699 | 3 | 2 | 6 | 0 | 0 | 0 | 0 | 394 | 62 | 0.070935 | 0.45021 | probe | 1 |
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