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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
117.470591 | 47,408 | 82,767 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 439 | 89 | 0.078857 | 0.876519 | normal | 0 |
268.120811 | 37,610 | 4,884 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 73 | 86 | 0.004334 | 0.738148 | normal | 0 |
9.638986 | 32,121 | 18,745 | 2 | 1 | 20 | 1 | 1 | 0 | 0 | 454 | 37 | 0.105483 | 0.21495 | probe | 1 |
6.333704 | 39,146 | 44,600 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 78 | 50 | 0.063052 | 0.078247 | normal | 0 |
7.251255 | 221,720 | 82,417 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 401 | 77 | 0.973351 | 0.87183 | dos | 1 |
14.686438 | 7,319 | 97,606 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 312 | 87 | 0.088004 | 0.276171 | normal | 0 |
74.627063 | 39,879 | 34,936 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 395 | 59 | 0.016705 | 0.258475 | normal | 0 |
73.184904 | 2,727 | 97,671 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 28 | 81 | 0.038802 | 0.92928 | normal | 0 |
85.57771 | 37,673 | 7,133 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 7 | 48 | 0.005963 | 0.560926 | normal | 0 |
136.738578 | 16,465 | 95,408 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 225 | 1 | 0.079342 | 0.059239 | normal | 0 |
355.189354 | 14,299 | 35,179 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 157 | 78 | 0.009922 | 0.07318 | normal | 0 |
210.585691 | 24,102 | 91,633 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 157 | 43 | 0.129979 | 0.308304 | normal | 0 |
12.597968 | 8,801 | 28,832 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 61 | 9 | 0.025849 | 0.768272 | normal | 0 |
21.902204 | 8,035 | 82,583 | 2 | 2 | 0 | 18 | 1 | 0 | 0 | 66 | 47 | 0.117812 | 0.187405 | r2l | 1 |
6.415793 | 17,945 | 99,270 | 2 | 2 | 3 | 12 | 0 | 0 | 0 | 414 | 30 | 0.194283 | 0.680229 | r2l | 1 |
19.457718 | 7,020 | 74,277 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 403 | 89 | 0.130282 | 0.054123 | normal | 0 |
16.330731 | 5,305,989 | 58,417 | 3 | 1 | 0 | 1 | 0 | 0 | 0 | 428 | 32 | 0.797912 | 0.421657 | dos | 1 |
80.578836 | 18,483 | 70,378 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 56 | 45 | 0.080995 | 0.088358 | normal | 0 |
25.7793 | 34,838 | 43,096 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 318 | 56 | 0.007315 | 0.54035 | normal | 0 |
5.920976 | 4,627,105 | 17,276 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 108 | 88 | 0.526877 | 0.651726 | dos | 1 |
1.901023 | 20,335 | 60,112 | 3 | 1 | 1 | 14 | 0 | 0 | 0 | 497 | 32 | 0.093697 | 0.307428 | r2l | 1 |
2.12032 | 16,585 | 42,208 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 202 | 14 | 0.085601 | 0.936828 | normal | 0 |
2.82973 | 1,223,112 | 67,969 | 4 | 2 | 2 | 2 | 1 | 0 | 0 | 321 | 7 | 0.860679 | 0.51469 | dos | 1 |
220.855429 | 17,944 | 50,342 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 434 | 93 | 0.028677 | 0.969073 | normal | 0 |
8.163294 | 27,522 | 90,765 | 3 | 0 | 0 | 2 | 1 | 9 | 1 | 99 | 61 | 0.199463 | 0.160448 | u2r | 1 |
42.714002 | 25,409 | 22,411 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 81 | 10 | 0.017618 | 0.573522 | normal | 0 |
29.259566 | 44,152 | 16,720 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 482 | 83 | 0.196888 | 0.160783 | normal | 0 |
27.886046 | 27,110 | 29,261 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 98 | 78 | 0.19429 | 0.198418 | normal | 0 |
10.510281 | 49,784 | 33,202 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 357 | 82 | 0.095182 | 0.409195 | normal | 0 |
169.950715 | 32,959 | 83,191 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 249 | 75 | 0.001166 | 0.067298 | normal | 0 |
4.432999 | 1,919 | 29,739 | 1 | 2 | 4 | 19 | 1 | 0 | 0 | 50 | 26 | 0.13297 | 0.025957 | r2l | 1 |
34.572761 | 17,640 | 75,559 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 184 | 41 | 0.094933 | 0.044737 | normal | 0 |
4.675177 | 5,034 | 59,500 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 144 | 55 | 0.100986 | 0.896685 | normal | 0 |
152.045027 | 8,796 | 1,767 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 325 | 78 | 0.151022 | 0.96005 | normal | 0 |
4.007611 | 30,248 | 45,598 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 117 | 24 | 0.010468 | 0.051136 | normal | 0 |
36.860454 | 5,036 | 99,108 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 461 | 9 | 0.186568 | 0.066199 | normal | 0 |
85.166793 | 6,968 | 10,184 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 321 | 39 | 0.153656 | 0.830564 | normal | 0 |
52.688956 | 43,255 | 24,249 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 16 | 90 | 0.027226 | 0.054328 | normal | 0 |
33.166331 | 9,225 | 86,698 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 328 | 77 | 0.012807 | 0.344043 | normal | 0 |
32.184445 | 27,912 | 68,716 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 326 | 63 | 0.151798 | 0.634636 | normal | 0 |
1.63381 | 1,062,836 | 47,942 | 3 | 1 | 1 | 1 | 1 | 0 | 0 | 190 | 8 | 0.566198 | 0.871748 | dos | 1 |
3.268909 | 19,188 | 96,805 | 3 | 2 | 9 | 0 | 0 | 0 | 0 | 107 | 79 | 0.062242 | 0.793475 | probe | 1 |
42.777371 | 20,802 | 35,079 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 191 | 50 | 0.043781 | 0.101828 | normal | 0 |
3.99323 | 18,593 | 74,256 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 108 | 39 | 0.048278 | 0.834035 | normal | 0 |
3.725106 | 31,427 | 63,581 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 77 | 27 | 0.103184 | 0.852878 | normal | 0 |
142.384428 | 29,395 | 18,769 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 9 | 44 | 0.13094 | 0.955811 | normal | 0 |
80.378788 | 27,099 | 75,316 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 167 | 42 | 0.025055 | 0.015883 | normal | 0 |
153.05928 | 43,706 | 56,294 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 370 | 3 | 0.120921 | 0.950601 | normal | 0 |
119.566412 | 45,560 | 61,326 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 482 | 90 | 0.098161 | 0.198449 | normal | 0 |
238.061528 | 7,172 | 98,111 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 52 | 41 | 0.199497 | 0.798719 | normal | 0 |
217.001671 | 24,102 | 83,564 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 137 | 89 | 0.182837 | 0.823468 | normal | 0 |
13.999395 | 7,483,807 | 34,360 | 1 | 1 | 4 | 2 | 1 | 0 | 0 | 450 | 94 | 0.772163 | 0.747228 | dos | 1 |
35.332781 | 41,825 | 61,075 | 1 | 0 | 4 | 15 | 1 | 0 | 0 | 460 | 94 | 0.058733 | 0.950543 | r2l | 1 |
36.835201 | 8,639 | 48,188 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 302 | 53 | 0.124001 | 0.38766 | normal | 0 |
70.730044 | 44,633 | 65,613 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 325 | 26 | 0.132499 | 0.69766 | normal | 0 |
12.285071 | 9,637 | 71,194 | 2 | 1 | 9 | 2 | 1 | 0 | 0 | 215 | 83 | 0.074067 | 0.659858 | probe | 1 |
0.831245 | 32,387 | 54,702 | 3 | 0 | 19 | 1 | 1 | 0 | 0 | 8 | 27 | 0.10333 | 0.916698 | probe | 1 |
20.591478 | 48,291 | 28,770 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 414 | 5 | 0.12007 | 0.159948 | normal | 0 |
106.600923 | 48,381 | 48,667 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 204 | 33 | 0.106564 | 0.107084 | normal | 0 |
60.991128 | 11,297 | 51,845 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 3 | 53 | 0.088126 | 0.649282 | normal | 0 |
96.81232 | 27,240 | 23,336 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 370 | 80 | 0.162971 | 0.767169 | normal | 0 |
27.391701 | 15,854 | 83,258 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 158 | 25 | 0.035425 | 0.377719 | normal | 0 |
56.985914 | 8,621 | 52,446 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 404 | 42 | 0.141767 | 0.434085 | normal | 0 |
23.597707 | 44,594 | 96,077 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 167 | 51 | 0.172084 | 0.944996 | normal | 0 |
208.188578 | 36,661 | 87,228 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 224 | 48 | 0.154707 | 0.689983 | normal | 0 |
12.827537 | 5,494,719 | 11,215 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 111 | 47 | 0.779083 | 0.087581 | dos | 1 |
25.486827 | 14,527 | 22,832 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 177 | 48 | 0.056348 | 0.559979 | normal | 0 |
4.208185 | 34,113 | 80,227 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 359 | 67 | 0.018752 | 0.135248 | normal | 0 |
112.62055 | 35,105 | 27,396 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 217 | 87 | 0.128895 | 0.684632 | normal | 0 |
24.161907 | 24,880 | 32,223 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 226 | 49 | 0.09865 | 0.709076 | normal | 0 |
2.284923 | 47,973 | 24,298 | 3 | 0 | 2 | 3 | 1 | 0 | 0 | 437 | 77 | 0.043145 | 0.752576 | r2l | 1 |
76.292688 | 12,476 | 34,855 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 206 | 22 | 0.04194 | 0.911245 | normal | 0 |
34.10505 | 24,399 | 58,481 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 356 | 66 | 0.061421 | 0.17667 | normal | 0 |
22.601888 | 6,443,926 | 74,406 | 3 | 2 | 4 | 2 | 1 | 0 | 0 | 491 | 46 | 0.587228 | 0.601626 | dos | 1 |
32.188701 | 16,846 | 89,709 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 224 | 38 | 0.171416 | 0.845694 | normal | 0 |
2.172447 | 44,502 | 73,957 | 4 | 2 | 25 | 0 | 1 | 0 | 0 | 358 | 80 | 0.100817 | 0.350548 | probe | 1 |
36.85105 | 16,815 | 64,899 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 397 | 97 | 0.144122 | 0.847499 | normal | 0 |
444.370907 | 27,644 | 97,240 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 299 | 52 | 0.050115 | 0.483918 | normal | 0 |
92.923613 | 45,863 | 35,596 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 76 | 65 | 0.080866 | 0.746638 | normal | 0 |
186.053832 | 40,461 | 67,848 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 97 | 8 | 0.152671 | 0.154212 | normal | 0 |
1.201591 | 3,601,581 | 55,610 | 2 | 2 | 4 | 1 | 0 | 0 | 0 | 353 | 83 | 0.675192 | 0.932484 | dos | 1 |
18.49722 | 7,422,641 | 46,047 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 41 | 64 | 0.796305 | 0.913966 | dos | 1 |
133.7455 | 47,898 | 27,908 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 425 | 13 | 0.140965 | 0.523677 | normal | 0 |
106.438194 | 33,289 | 24,482 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 298 | 50 | 0.117937 | 0.788891 | normal | 0 |
32.172914 | 1,695,031 | 42,352 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 256 | 28 | 0.512685 | 0.852493 | dos | 1 |
4.765639 | 21,774 | 52,887 | 0 | 2 | 0 | 10 | 1 | 0 | 0 | 357 | 8 | 0.149629 | 0.793325 | r2l | 1 |
30.576921 | 33,116 | 89,797 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 4 | 48 | 0.075546 | 0.941032 | normal | 0 |
95.028755 | 39,192 | 12,369 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 301 | 45 | 0.0003 | 0.520597 | normal | 0 |
42.246107 | 11,838 | 1,660 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 306 | 86 | 0.187566 | 0.96299 | normal | 0 |
1.08486 | 582 | 32,997 | 2 | 2 | 17 | 0 | 1 | 0 | 0 | 16 | 87 | 0.106826 | 0.745425 | probe | 1 |
23.240882 | 31,608 | 92,805 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 56 | 11 | 0.198285 | 0.149477 | normal | 0 |
52.598515 | 44,535 | 26,197 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 431 | 11 | 0.016467 | 0.345511 | normal | 0 |
2.099161 | 4,676,586 | 17,962 | 3 | 1 | 4 | 1 | 0 | 0 | 0 | 317 | 40 | 0.815136 | 0.096027 | dos | 1 |
328.527173 | 11,524 | 87,949 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 174 | 85 | 0.107621 | 0.870663 | normal | 0 |
16.782925 | 20,898 | 85,707 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 210 | 33 | 0.008568 | 0.867326 | normal | 0 |
244.535578 | 45,686 | 65,816 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 412 | 16 | 0.075891 | 0.149619 | normal | 0 |
55.944372 | 28,767 | 84,435 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 133 | 40 | 0.198948 | 0.726455 | normal | 0 |
47.459976 | 28,503 | 29,201 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 72 | 5 | 0.172951 | 0.725605 | normal | 0 |
26.308026 | 43,007 | 49,141 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 248 | 31 | 0.193654 | 0.956696 | normal | 0 |
100.993222 | 39,574 | 14,014 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 166 | 78 | 0.035686 | 0.862408 | normal | 0 |
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