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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
86.371477 | 5,044 | 23,262 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 447 | 68 | 0.073468 | 0.166116 | normal | 0 |
104.682476 | 7,064 | 36,061 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 429 | 50 | 0.138013 | 0.617172 | normal | 0 |
149.876717 | 8,687 | 66,575 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 197 | 73 | 0.085509 | 0.708272 | normal | 0 |
30.019302 | 11,231 | 53,020 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 496 | 51 | 0.14256 | 0.812866 | normal | 0 |
0.917232 | 45,544 | 75,717 | 2 | 2 | 10 | 0 | 1 | 0 | 0 | 375 | 8 | 0.141812 | 0.830874 | probe | 1 |
54.121636 | 11,623 | 2,765 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 155 | 3 | 0.169606 | 0.292335 | normal | 0 |
3.869354 | 8,138,363 | 92,617 | 3 | 1 | 1 | 0 | 1 | 0 | 0 | 423 | 97 | 0.896057 | 0.530916 | dos | 1 |
43.096459 | 23,861 | 66,147 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 464 | 68 | 0.167636 | 0.888329 | normal | 0 |
28.253681 | 42,594 | 10,775 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 302 | 24 | 0.047875 | 0.706979 | normal | 0 |
25.969552 | 41,104 | 97,892 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 322 | 54 | 0.074719 | 0.703882 | normal | 0 |
33.207042 | 47,607 | 39,469 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 189 | 66 | 0.172578 | 0.222744 | normal | 0 |
1.080777 | 31,128 | 61,679 | 2 | 0 | 10 | 0 | 0 | 0 | 0 | 106 | 54 | 0.145141 | 0.742659 | probe | 1 |
110.172239 | 34,732 | 36,839 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 299 | 39 | 0.048924 | 0.99137 | normal | 0 |
86.748094 | 10,566 | 58,008 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 231 | 1 | 0.057484 | 0.130172 | normal | 0 |
104.538027 | 20,928 | 85,034 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 133 | 84 | 0.079956 | 0.105665 | normal | 0 |
18.481166 | 26,836 | 17,974 | 4 | 1 | 3 | 19 | 0 | 0 | 0 | 251 | 25 | 0.023902 | 0.904628 | r2l | 1 |
146.851752 | 26,999 | 18,752 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 139 | 94 | 0.165676 | 0.738125 | normal | 0 |
13.881245 | 3,533 | 46,747 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 381 | 37 | 0.033986 | 0.47256 | normal | 0 |
84.661708 | 29,497 | 31,528 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 450 | 56 | 0.176009 | 0.292959 | normal | 0 |
32.220861 | 47,290 | 86,428 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 241 | 59 | 0.073211 | 0.211161 | normal | 0 |
74.995015 | 41,863 | 58,271 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 223 | 10 | 0.004236 | 0.293918 | normal | 0 |
4.381971 | 18,553 | 94,241 | 0 | 0 | 28 | 2 | 1 | 0 | 0 | 257 | 11 | 0.072088 | 0.998671 | probe | 1 |
156.30877 | 12,772 | 6,893 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 464 | 13 | 0.083206 | 0.133215 | normal | 0 |
221.890445 | 5,240 | 28,851 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 289 | 77 | 0.011989 | 0.360751 | normal | 0 |
135.705104 | 14,099 | 67,390 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 146 | 99 | 0.07233 | 0.832655 | normal | 0 |
19.307967 | 13,878 | 50,841 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 348 | 80 | 0.101442 | 0.703911 | normal | 0 |
32.140005 | 17,963 | 49,868 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 418 | 35 | 0.190191 | 0.145614 | normal | 0 |
3.039387 | 15,208 | 38,155 | 4 | 1 | 2 | 0 | 1 | 4 | 1 | 240 | 49 | 0.047351 | 0.896062 | u2r | 1 |
23.949988 | 7,646,752 | 24,085 | 3 | 1 | 1 | 2 | 0 | 0 | 0 | 151 | 54 | 0.630614 | 0.636918 | dos | 1 |
29.991048 | 27,611 | 86,327 | 1 | 1 | 15 | 0 | 0 | 0 | 0 | 120 | 51 | 0.007008 | 0.977557 | probe | 1 |
3.13552 | 2,173,908 | 36,869 | 4 | 1 | 1 | 0 | 1 | 0 | 0 | 58 | 14 | 0.993572 | 0.482275 | dos | 1 |
303.187068 | 37,184 | 68,131 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 97 | 65 | 0.111788 | 0.949576 | normal | 0 |
260.01692 | 43,072 | 8,829 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 139 | 4 | 0.192222 | 0.44936 | normal | 0 |
108.036054 | 37,554 | 29,129 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 41 | 65 | 0.192336 | 0.434076 | normal | 0 |
0.886624 | 37,776 | 26,340 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 242 | 31 | 0.071352 | 0.901036 | normal | 0 |
51.138358 | 3,330 | 22,202 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 162 | 65 | 0.007429 | 0.715803 | normal | 0 |
242.176431 | 24,818 | 68,154 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 452 | 94 | 0.057101 | 0.278142 | normal | 0 |
216.378265 | 34,717 | 3,551 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 55 | 34 | 0.121167 | 0.282442 | normal | 0 |
4.440691 | 4,120 | 26,691 | 0 | 2 | 24 | 1 | 1 | 0 | 0 | 60 | 57 | 0.152428 | 0.24048 | probe | 1 |
1.835657 | 3,747,882 | 24,371 | 3 | 1 | 4 | 1 | 1 | 0 | 0 | 15 | 9 | 0.551116 | 0.678627 | dos | 1 |
0.964719 | 16,934 | 49,271 | 2 | 2 | 0 | 18 | 1 | 0 | 0 | 19 | 13 | 0.189979 | 0.023648 | r2l | 1 |
86.246056 | 1,359 | 95,564 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 284 | 12 | 0.093991 | 0.595089 | normal | 0 |
187.927505 | 9,295 | 50,026 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 28 | 73 | 0.045018 | 0.951177 | normal | 0 |
175.196614 | 4,877 | 19,378 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 331 | 30 | 0.158254 | 0.047042 | normal | 0 |
238.035213 | 40,443 | 14,681 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 71 | 51 | 0.000144 | 0.3226 | normal | 0 |
12.467993 | 30,089 | 60,660 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 229 | 88 | 0.102755 | 0.548106 | normal | 0 |
15.690547 | 28,027 | 85,571 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 373 | 57 | 0.010998 | 0.752558 | normal | 0 |
8.643957 | 18,480 | 54,937 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 338 | 63 | 0.047667 | 0.671825 | normal | 0 |
273.75126 | 28,350 | 99,624 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 373 | 16 | 0.198889 | 0.881911 | normal | 0 |
64.466637 | 44,548 | 9,930 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 271 | 4 | 0.167117 | 0.254436 | normal | 0 |
6.648739 | 47,350 | 95,876 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 338 | 94 | 0.197449 | 0.815263 | normal | 0 |
38.791487 | 37,756 | 91,045 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 10 | 20 | 0.073402 | 0.222238 | normal | 0 |
43.295858 | 23,620 | 2,675 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 284 | 90 | 0.020043 | 0.323986 | normal | 0 |
165.841717 | 11,324 | 81,887 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 140 | 97 | 0.187421 | 0.247548 | normal | 0 |
132.982667 | 17,978 | 93,788 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 232 | 15 | 0.066761 | 0.688635 | normal | 0 |
116.920767 | 25,748 | 19,045 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 320 | 15 | 0.043359 | 0.162486 | normal | 0 |
14.821224 | 4,922,532 | 62,823 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 301 | 38 | 0.905267 | 0.350935 | dos | 1 |
20.972255 | 7,539,539 | 42,331 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 144 | 36 | 0.623837 | 0.576894 | dos | 1 |
24.277916 | 26,415 | 21,940 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 286 | 81 | 0.166655 | 0.19508 | normal | 0 |
99.171874 | 42,075 | 47,031 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 163 | 51 | 0.066286 | 0.895306 | normal | 0 |
6.381243 | 13,104 | 16,658 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 323 | 87 | 0.080608 | 0.957674 | normal | 0 |
8.504178 | 23,477 | 43,637 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 146 | 98 | 0.075776 | 0.648116 | normal | 0 |
0.962345 | 27,641 | 85,056 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 11 | 25 | 0.134857 | 0.140261 | normal | 0 |
83.454404 | 31,906 | 65,604 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 420 | 99 | 0.059151 | 0.303994 | normal | 0 |
99.257711 | 18,043 | 84,694 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 42 | 5 | 0.191684 | 0.936612 | normal | 0 |
5.178005 | 42,628 | 37,172 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 323 | 75 | 0.167376 | 0.067237 | normal | 0 |
13.402466 | 5,322,686 | 8,769 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 136 | 78 | 0.647265 | 0.886687 | dos | 1 |
190.686339 | 7,988 | 31,227 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 322 | 3 | 0.093147 | 0.327449 | normal | 0 |
9.778006 | 8,775,571 | 37,039 | 4 | 2 | 2 | 1 | 1 | 0 | 0 | 209 | 52 | 0.598143 | 0.804365 | dos | 1 |
24.404442 | 3,956 | 80,449 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 65 | 88 | 0.03217 | 0.288444 | normal | 0 |
55.232703 | 26,387 | 75,976 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 15 | 33 | 0.017658 | 0.961448 | normal | 0 |
16.881814 | 4,239 | 85,327 | 2 | 2 | 4 | 7 | 1 | 0 | 0 | 330 | 91 | 0.040122 | 0.256678 | r2l | 1 |
7.984832 | 24,316 | 14,118 | 4 | 1 | 0 | 19 | 1 | 0 | 0 | 81 | 25 | 0.134526 | 0.149518 | r2l | 1 |
585.589062 | 36,395 | 39,624 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 131 | 20 | 0.017924 | 0.092717 | normal | 0 |
43.891096 | 48,738 | 81,387 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 184 | 36 | 0.127637 | 0.319205 | normal | 0 |
48.849133 | 13,262 | 9,366 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 108 | 11 | 0.183913 | 0.252355 | normal | 0 |
13.022965 | 5,919 | 99,488 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 92 | 50 | 0.037561 | 0.084889 | normal | 0 |
2.79061 | 6,083,725 | 30,907 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 337 | 40 | 0.742017 | 0.099315 | dos | 1 |
0.943194 | 29,807 | 49,381 | 3 | 2 | 0 | 14 | 0 | 0 | 0 | 354 | 77 | 0.123579 | 0.365462 | r2l | 1 |
99.119639 | 15,330 | 72,634 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 104 | 17 | 0.127424 | 0.426628 | normal | 0 |
25.251795 | 40,172 | 42,905 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 64 | 62 | 0.144839 | 0.563627 | normal | 0 |
49.08143 | 45,629 | 53,136 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 68 | 39 | 0.135531 | 0.377655 | normal | 0 |
194.262021 | 28,320 | 25,780 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 19 | 6 | 0.002474 | 0.300577 | normal | 0 |
3.962748 | 26,836 | 3,788 | 3 | 0 | 28 | 2 | 0 | 0 | 0 | 15 | 57 | 0.053343 | 0.836901 | probe | 1 |
4.148643 | 46,995 | 13,781 | 1 | 0 | 20 | 2 | 0 | 0 | 0 | 89 | 10 | 0.18477 | 0.803795 | probe | 1 |
93.574925 | 22,223 | 71,471 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 254 | 89 | 0.004403 | 0.964028 | normal | 0 |
99.058509 | 9,793 | 9,619 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 236 | 5 | 0.088414 | 0.352022 | normal | 0 |
9.493557 | 33,682 | 25,053 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 80 | 60 | 0.00711 | 0.496524 | normal | 0 |
62.699556 | 7,684 | 34,722 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 286 | 7 | 0.181548 | 0.3929 | normal | 0 |
29.72032 | 484,501 | 66,592 | 2 | 1 | 1 | 2 | 0 | 0 | 0 | 419 | 47 | 0.714204 | 0.544209 | dos | 1 |
62.947805 | 14,755 | 2,640 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 47 | 19 | 0.173293 | 0.682513 | normal | 0 |
150.09019 | 11,617 | 52,683 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 87 | 4 | 0.188493 | 0.958523 | normal | 0 |
17.228358 | 1,423 | 98,817 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 334 | 74 | 0.181038 | 0.063261 | normal | 0 |
6.785822 | 5,500,735 | 93,601 | 1 | 2 | 0 | 2 | 0 | 0 | 0 | 178 | 44 | 0.605357 | 0.468203 | dos | 1 |
31.377487 | 49,089 | 4,427 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 441 | 18 | 0.10545 | 0.073619 | normal | 0 |
20.95885 | 28,193 | 81,497 | 1 | 1 | 25 | 2 | 1 | 0 | 0 | 333 | 47 | 0.122908 | 0.715831 | probe | 1 |
0.479452 | 9,550 | 65,149 | 2 | 0 | 15 | 0 | 1 | 0 | 0 | 349 | 89 | 0.144738 | 0.705916 | probe | 1 |
3.619725 | 2,134 | 91,551 | 1 | 1 | 3 | 15 | 1 | 0 | 0 | 280 | 94 | 0.131961 | 0.78107 | r2l | 1 |
51.250177 | 23,074 | 66,068 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 43 | 28 | 0.138315 | 0.374492 | normal | 0 |
29.759502 | 6,066 | 26,628 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 320 | 54 | 0.128733 | 0.716584 | normal | 0 |
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