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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.795239 | 5,031,702 | 86,631 | 4 | 1 | 0 | 1 | 1 | 0 | 0 | 332 | 44 | 0.920408 | 0.403834 | dos | 1 |
8.679647 | 40,766 | 89,048 | 3 | 0 | 2 | 1 | 1 | 7 | 1 | 153 | 82 | 0.087617 | 0.526594 | u2r | 1 |
48.941058 | 12,377 | 41,096 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 366 | 76 | 0.119477 | 0.904343 | normal | 0 |
132.620362 | 15,799 | 45,228 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 458 | 81 | 0.123335 | 0.150526 | normal | 0 |
4.774335 | 6,467,333 | 34,817 | 4 | 2 | 2 | 0 | 1 | 0 | 0 | 439 | 45 | 0.836704 | 0.12761 | dos | 1 |
96.919913 | 3,849 | 33,624 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 317 | 61 | 0.030747 | 0.049144 | normal | 0 |
57.35761 | 4,846 | 61,937 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 183 | 72 | 0.065045 | 0.863825 | normal | 0 |
52.098013 | 12,681 | 50,295 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 376 | 72 | 0.022502 | 0.238189 | normal | 0 |
5.408737 | 1,591,509 | 2,837 | 3 | 2 | 3 | 2 | 1 | 0 | 0 | 333 | 72 | 0.617575 | 0.487082 | dos | 1 |
1.737109 | 1,358,339 | 32,120 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 322 | 30 | 0.74052 | 0.28594 | dos | 1 |
188.183207 | 42,499 | 97,220 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 177 | 2 | 0.100649 | 0.98533 | normal | 0 |
39.513379 | 37,145 | 32,688 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 110 | 77 | 0.184392 | 0.819661 | normal | 0 |
0.476353 | 27,644 | 90,260 | 4 | 1 | 2 | 8 | 1 | 0 | 0 | 18 | 52 | 0.025801 | 0.670841 | r2l | 1 |
294.860825 | 37,755 | 39,753 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 354 | 38 | 0.048824 | 0.906368 | normal | 0 |
83.238694 | 8,203 | 35,034 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 308 | 62 | 0.097367 | 0.248613 | normal | 0 |
50.608173 | 13,054 | 32,733 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 162 | 70 | 0.104768 | 0.285152 | normal | 0 |
5.514959 | 9,397,518 | 88,246 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 128 | 68 | 0.966587 | 0.799195 | dos | 1 |
271.876428 | 13,113 | 59,907 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 405 | 26 | 0.044003 | 0.232934 | normal | 0 |
114.594549 | 23,991 | 8,761 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 171 | 34 | 0.043894 | 0.619975 | normal | 0 |
109.446508 | 4,548 | 82,117 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 457 | 31 | 0.141633 | 0.718803 | normal | 0 |
55.540175 | 8,768 | 3,445 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 275 | 11 | 0.138253 | 0.369872 | normal | 0 |
186.464449 | 28,241 | 54,714 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 138 | 3 | 0.17229 | 0.712872 | normal | 0 |
125.061793 | 21,812 | 10,948 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 34 | 3 | 0.032775 | 0.062109 | normal | 0 |
33.293508 | 5,294 | 61,350 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 206 | 52 | 0.156534 | 0.407191 | normal | 0 |
91.523794 | 30,649 | 88,423 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 52 | 1 | 0.103508 | 0.747407 | normal | 0 |
56.245925 | 47,490 | 54,656 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 494 | 46 | 0.063601 | 0.530861 | normal | 0 |
0.661197 | 5,450 | 23,649 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 448 | 6 | 0.177448 | 0.706362 | normal | 0 |
52.883643 | 5,796 | 23,855 | 0 | 1 | 1 | 12 | 1 | 0 | 0 | 264 | 86 | 0.133924 | 0.555102 | r2l | 1 |
6.29907 | 32,114 | 8,903 | 1 | 0 | 15 | 1 | 0 | 0 | 0 | 229 | 75 | 0.126124 | 0.349086 | probe | 1 |
71.325705 | 36,525 | 29,716 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 417 | 56 | 0.119845 | 0.27791 | normal | 0 |
6.833799 | 751,681 | 74,654 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 98 | 26 | 0.598285 | 0.472271 | dos | 1 |
41.868568 | 33,136 | 61,113 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 144 | 61 | 0.125463 | 0.278586 | normal | 0 |
5.281509 | 45,456 | 28,950 | 1 | 1 | 0 | 19 | 1 | 0 | 0 | 448 | 87 | 0.18892 | 0.468286 | r2l | 1 |
581.687414 | 25,697 | 81,866 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 205 | 70 | 0.085818 | 0.371961 | normal | 0 |
52.48902 | 32,957 | 57,551 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 359 | 38 | 0.189071 | 0.161921 | normal | 0 |
20.12955 | 34,793 | 62,214 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 27 | 95 | 0.124648 | 0.70654 | normal | 0 |
95.089858 | 29,131 | 71,039 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 423 | 47 | 0.038352 | 0.201866 | normal | 0 |
21.446015 | 13,711 | 67,888 | 3 | 1 | 1 | 13 | 1 | 0 | 0 | 417 | 22 | 0.064828 | 0.987224 | r2l | 1 |
11.154531 | 30,208 | 84,695 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 225 | 3 | 0.107674 | 0.930724 | normal | 0 |
5.147665 | 36,115 | 41,951 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 4 | 56 | 0.020122 | 0.972217 | normal | 0 |
2.314711 | 17,632 | 55,036 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 101 | 26 | 0.1388 | 0.581691 | normal | 0 |
3.700608 | 8,622,385 | 36,194 | 2 | 0 | 2 | 1 | 1 | 0 | 0 | 473 | 66 | 0.906836 | 0.114589 | dos | 1 |
55.639111 | 16,341 | 59,422 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 75 | 22 | 0.113854 | 0.972406 | normal | 0 |
20.523659 | 9,894 | 8,316 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 395 | 57 | 0.133747 | 0.187203 | normal | 0 |
0.544207 | 5,397 | 45,486 | 3 | 0 | 1 | 16 | 1 | 0 | 0 | 406 | 28 | 0.185256 | 0.662487 | r2l | 1 |
13.842406 | 26,478 | 17,244 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 78 | 15 | 0.039344 | 0.00438 | normal | 0 |
246.884268 | 8,296 | 1,314 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 167 | 70 | 0.178898 | 0.810463 | normal | 0 |
3.959482 | 38,800 | 70,090 | 4 | 2 | 7 | 0 | 0 | 0 | 0 | 386 | 96 | 0.008517 | 0.527059 | probe | 1 |
2.800488 | 26,840 | 99,361 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 354 | 21 | 0.134369 | 0.27065 | normal | 0 |
329.60978 | 35,929 | 81,741 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 11 | 25 | 0.142206 | 0.117529 | normal | 0 |
36.808444 | 49,682 | 60,230 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 312 | 85 | 0.074776 | 0.766959 | normal | 0 |
22.742938 | 7,435,500 | 25,936 | 1 | 1 | 4 | 2 | 1 | 0 | 0 | 237 | 83 | 0.974834 | 0.03185 | dos | 1 |
33.445045 | 8,115 | 15,529 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 453 | 12 | 0.037529 | 0.657062 | normal | 0 |
1.820401 | 11,842 | 42,129 | 3 | 0 | 3 | 4 | 1 | 0 | 0 | 307 | 74 | 0.17872 | 0.928705 | r2l | 1 |
3.840839 | 6,313,351 | 73,421 | 1 | 1 | 3 | 2 | 0 | 0 | 0 | 219 | 46 | 0.727727 | 0.444931 | dos | 1 |
14.199333 | 1,473 | 34,341 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 210 | 89 | 0.127654 | 0.220897 | normal | 0 |
12.513841 | 8,582,005 | 8,511 | 3 | 1 | 2 | 1 | 1 | 0 | 0 | 480 | 16 | 0.911578 | 0.063077 | dos | 1 |
129.235025 | 11,590 | 72,713 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 323 | 63 | 0.165244 | 0.261016 | normal | 0 |
27.060394 | 49,704 | 50,960 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 440 | 39 | 0.028539 | 0.52812 | normal | 0 |
15.134124 | 7,266,200 | 43,423 | 3 | 1 | 2 | 1 | 0 | 0 | 0 | 114 | 28 | 0.945505 | 0.891787 | dos | 1 |
11.112651 | 29,906 | 62,578 | 3 | 0 | 1 | 8 | 1 | 0 | 0 | 471 | 57 | 0.182386 | 0.698857 | r2l | 1 |
162.336083 | 20,498 | 55,379 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 384 | 60 | 0.020315 | 0.710384 | normal | 0 |
32.681486 | 6,149 | 99,920 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 456 | 86 | 0.193441 | 0.463529 | normal | 0 |
32.356021 | 48,751 | 61,357 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 302 | 2 | 0.088818 | 0.892838 | normal | 0 |
179.505245 | 22,142 | 4,978 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 122 | 77 | 0.014007 | 0.86434 | normal | 0 |
15.997369 | 43,048 | 95,287 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 74 | 62 | 0.19711 | 0.249269 | normal | 0 |
95.900929 | 25,804 | 69,436 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 71 | 53 | 0.108591 | 0.510935 | normal | 0 |
310.139246 | 25,785 | 99,174 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 412 | 97 | 0.080284 | 0.189704 | normal | 0 |
184.07595 | 8,797 | 82,219 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 166 | 2 | 0.154533 | 0.464742 | normal | 0 |
6.380837 | 39,896 | 2,269 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 24 | 74 | 0.005514 | 0.912077 | normal | 0 |
11.827413 | 1,406,383 | 9,125 | 4 | 0 | 0 | 2 | 0 | 0 | 0 | 248 | 73 | 0.765246 | 0.677054 | dos | 1 |
25.868007 | 8,967,802 | 37,096 | 4 | 0 | 2 | 1 | 1 | 0 | 0 | 216 | 84 | 0.878125 | 0.10329 | dos | 1 |
298.06592 | 37,904 | 18,609 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 472 | 24 | 0.124566 | 0.705256 | normal | 0 |
426.453279 | 23,621 | 81,993 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 93 | 75 | 0.114201 | 0.877776 | normal | 0 |
26.787032 | 485 | 56,184 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 408 | 10 | 0.073977 | 0.668554 | normal | 0 |
110.775105 | 30,444 | 50,521 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 39 | 24 | 0.164785 | 0.03502 | normal | 0 |
184.283215 | 11,826 | 76,544 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 131 | 15 | 0.172576 | 0.023722 | normal | 0 |
4.736675 | 1,338,059 | 7,709 | 1 | 1 | 4 | 2 | 1 | 0 | 0 | 356 | 87 | 0.988753 | 0.008275 | dos | 1 |
20.786171 | 37,639 | 26,376 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 102 | 5 | 0.154328 | 0.789657 | normal | 0 |
1.127434 | 7,380 | 88,683 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 239 | 40 | 0.170437 | 0.740323 | normal | 0 |
53.096448 | 18,380 | 84,768 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 282 | 42 | 0.167859 | 0.167855 | normal | 0 |
229.697548 | 28,530 | 24,857 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 399 | 49 | 0.063492 | 0.786061 | normal | 0 |
233.283452 | 36,385 | 27,945 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 452 | 15 | 0.053001 | 0.19455 | normal | 0 |
2.33808 | 27,010 | 49,865 | 2 | 2 | 0 | 2 | 0 | 9 | 0 | 332 | 65 | 0.07242 | 0.9129 | u2r | 1 |
22.859901 | 29,694 | 7,465 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 69 | 42 | 0.072601 | 0.382612 | normal | 0 |
52.43286 | 30,565 | 64,095 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 249 | 2 | 0.100141 | 0.009441 | normal | 0 |
151.697061 | 33,678 | 23,590 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 18 | 37 | 0.012569 | 0.97951 | normal | 0 |
14.089806 | 26,078 | 5,436 | 4 | 0 | 0 | 14 | 1 | 0 | 0 | 324 | 24 | 0.103675 | 0.992945 | r2l | 1 |
72.123753 | 47,716 | 73,463 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 131 | 12 | 0.091277 | 0.991727 | normal | 0 |
89.632117 | 3,894 | 64,814 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 486 | 80 | 0.029688 | 0.093374 | normal | 0 |
4.588653 | 5,407 | 91,049 | 4 | 2 | 18 | 0 | 1 | 0 | 0 | 401 | 36 | 0.107517 | 0.069214 | probe | 1 |
64.944354 | 27,080 | 815 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 345 | 11 | 0.124809 | 0.450995 | normal | 0 |
483.625639 | 8,221 | 50,927 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 471 | 44 | 0.064021 | 0.283857 | normal | 0 |
9.26046 | 42,276 | 10,419 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 372 | 14 | 0.047303 | 0.525244 | normal | 0 |
73.240098 | 5,329 | 74,906 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 73 | 29 | 0.002204 | 0.769149 | normal | 0 |
35.047884 | 3,055 | 38,044 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 105 | 66 | 0.101917 | 0.060476 | normal | 0 |
77.634032 | 28,698 | 59,775 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 182 | 35 | 0.009887 | 0.055536 | normal | 0 |
85.289058 | 49,213 | 52,066 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 388 | 63 | 0.101217 | 0.315904 | normal | 0 |
86.150169 | 3,053 | 40,558 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 86 | 32 | 0.15345 | 0.298589 | normal | 0 |
191.195471 | 38,610 | 59,675 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 184 | 54 | 0.163779 | 0.895983 | normal | 0 |
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