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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.073972 | 7,297,624 | 30,649 | 4 | 2 | 4 | 1 | 0 | 0 | 0 | 26 | 75 | 0.80273 | 0.927381 | dos | 1 |
71.988868 | 46,274 | 75,832 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 11 | 65 | 0.102583 | 0.205021 | normal | 0 |
2.565486 | 24,194 | 86,084 | 4 | 0 | 24 | 2 | 0 | 0 | 0 | 469 | 7 | 0.051963 | 0.927718 | probe | 1 |
59.283265 | 9,471 | 17,559 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 462 | 92 | 0.073468 | 0.342198 | normal | 0 |
100.482524 | 36,463 | 45,243 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 91 | 33 | 0.173125 | 0.235627 | normal | 0 |
0.786059 | 20,851 | 91,798 | 4 | 1 | 3 | 16 | 0 | 0 | 0 | 50 | 79 | 0.04842 | 0.405746 | r2l | 1 |
94.26018 | 10,151 | 48,037 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 202 | 9 | 0.049585 | 0.144096 | normal | 0 |
172.744643 | 837 | 69,107 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 244 | 93 | 0.087365 | 0.53057 | normal | 0 |
19.903244 | 43,872 | 54,991 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 136 | 78 | 0.049544 | 0.194324 | normal | 0 |
118.868537 | 11,084 | 80,114 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 452 | 90 | 0.125685 | 0.911111 | normal | 0 |
154.846389 | 19,302 | 24,050 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 429 | 62 | 0.09837 | 0.985168 | normal | 0 |
59.259876 | 13,186 | 34,540 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 379 | 21 | 0.155266 | 0.127888 | normal | 0 |
39.042908 | 46,359 | 98,311 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 71 | 56 | 0.166309 | 0.211873 | normal | 0 |
1.363689 | 38,210 | 88,165 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 477 | 30 | 0.107389 | 0.641226 | normal | 0 |
3.9456 | 521,806 | 45,215 | 2 | 2 | 3 | 0 | 1 | 0 | 0 | 429 | 19 | 0.51901 | 0.760882 | dos | 1 |
10.371428 | 1,906,590 | 10,709 | 3 | 0 | 2 | 0 | 1 | 0 | 0 | 217 | 35 | 0.706978 | 0.694648 | dos | 1 |
44.209196 | 19,560 | 54,928 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 241 | 29 | 0.103355 | 0.156351 | normal | 0 |
40.948241 | 23,400 | 20,484 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 358 | 34 | 0.074027 | 0.283363 | normal | 0 |
69.062902 | 28,837 | 68,423 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 193 | 29 | 0.086561 | 0.75225 | normal | 0 |
121.233962 | 41,586 | 23,930 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 400 | 70 | 0.168918 | 0.180934 | normal | 0 |
19.662325 | 9,179,299 | 95,153 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 430 | 73 | 0.622202 | 0.033391 | dos | 1 |
4.457197 | 9,439,343 | 23,133 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 131 | 58 | 0.749042 | 0.10612 | dos | 1 |
108.797517 | 14,536 | 59,346 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 316 | 72 | 0.143399 | 0.53705 | normal | 0 |
127.541242 | 49,194 | 45,963 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 299 | 16 | 0.198966 | 0.913151 | normal | 0 |
35.22808 | 23,918 | 73,432 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 161 | 98 | 0.103373 | 0.87997 | normal | 0 |
10.161362 | 6,973 | 17,356 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 71 | 6 | 0.122271 | 0.53316 | normal | 0 |
225.061637 | 6,797 | 87,875 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 242 | 75 | 0.094453 | 0.692362 | normal | 0 |
23.331787 | 4,261 | 15,290 | 0 | 0 | 1 | 2 | 0 | 2 | 1 | 108 | 40 | 0.068856 | 0.361126 | u2r | 1 |
0.872829 | 7,113,965 | 88,713 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 360 | 53 | 0.786798 | 0.962254 | dos | 1 |
6.070855 | 10,143 | 94,511 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 384 | 1 | 0.138306 | 0.259142 | normal | 0 |
170.305135 | 219 | 11,012 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 123 | 63 | 0.116354 | 0.621083 | normal | 0 |
0.388777 | 14,680 | 11,227 | 3 | 0 | 20 | 2 | 1 | 0 | 0 | 15 | 56 | 0.015334 | 0.626098 | probe | 1 |
188.311463 | 12,674 | 89,387 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 456 | 6 | 0.002896 | 0.764536 | normal | 0 |
367.147907 | 31,891 | 45,327 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 281 | 54 | 0.161873 | 0.985238 | normal | 0 |
314.889093 | 19,331 | 12,410 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 35 | 0.021883 | 0.296948 | normal | 0 |
8.098726 | 8,643,426 | 53,758 | 3 | 1 | 4 | 0 | 0 | 0 | 0 | 192 | 88 | 0.666041 | 0.483611 | dos | 1 |
1.100774 | 49,602 | 35,094 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 202 | 17 | 0.045464 | 0.935195 | normal | 0 |
216.916678 | 10,494 | 72,540 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 238 | 20 | 0.161912 | 0.606749 | normal | 0 |
6.020535 | 28,008 | 71,188 | 0 | 1 | 17 | 2 | 0 | 0 | 0 | 16 | 89 | 0.030567 | 0.424189 | probe | 1 |
13.259419 | 42,612 | 56,193 | 0 | 0 | 7 | 0 | 1 | 0 | 0 | 184 | 59 | 0.084591 | 0.633262 | probe | 1 |
6.951904 | 2,350 | 27,414 | 4 | 2 | 15 | 2 | 0 | 0 | 0 | 140 | 87 | 0.185366 | 0.401436 | probe | 1 |
94.178378 | 21,544 | 78,543 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 345 | 19 | 0.188534 | 0.68805 | normal | 0 |
3.881176 | 47,064 | 86,922 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 471 | 13 | 0.112656 | 0.665791 | normal | 0 |
2.23594 | 9,638,019 | 63,610 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 334 | 14 | 0.726783 | 0.937069 | dos | 1 |
7.821319 | 3,339,757 | 46,792 | 2 | 1 | 0 | 2 | 0 | 0 | 0 | 136 | 73 | 0.849268 | 0.177126 | dos | 1 |
52.879982 | 23,006 | 48,513 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 72 | 30 | 0.028062 | 0.18257 | normal | 0 |
170.070927 | 44,569 | 18,257 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 90 | 75 | 0.028411 | 0.292478 | normal | 0 |
11.164724 | 2,466,601 | 35,116 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 450 | 6 | 0.864773 | 0.748249 | dos | 1 |
11.728186 | 1,109,013 | 87,879 | 4 | 0 | 2 | 0 | 1 | 0 | 0 | 492 | 43 | 0.557571 | 0.50924 | dos | 1 |
51.589233 | 46,145 | 70,234 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 73 | 4 | 0.086307 | 0.514434 | normal | 0 |
4.283184 | 30,771 | 6,736 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 256 | 85 | 0.111205 | 0.763594 | normal | 0 |
111.93249 | 46,996 | 53,463 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 297 | 18 | 0.075593 | 0.834303 | normal | 0 |
347.21079 | 15,116 | 7,956 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 188 | 18 | 0.10314 | 0.535117 | normal | 0 |
106.496843 | 15,481 | 32,768 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 20 | 77 | 0.005718 | 0.001414 | normal | 0 |
25.408281 | 45,084 | 89,231 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 486 | 6 | 0.114827 | 0.338288 | normal | 0 |
43.886632 | 16,421 | 1,194 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 471 | 21 | 0.111784 | 0.161486 | normal | 0 |
375.718209 | 38,262 | 27,616 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 373 | 66 | 0.074772 | 0.658548 | normal | 0 |
25.36703 | 11,476 | 80,005 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 78 | 21 | 0.16085 | 0.123221 | normal | 0 |
0.204572 | 9,023,031 | 19,935 | 3 | 0 | 4 | 2 | 1 | 0 | 0 | 314 | 12 | 0.682275 | 0.018023 | dos | 1 |
51.158226 | 17,381 | 76,399 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 230 | 40 | 0.093186 | 0.504667 | normal | 0 |
146.237787 | 34,606 | 761 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 111 | 18 | 0.072499 | 0.850943 | normal | 0 |
15.455092 | 13,956 | 80,337 | 1 | 0 | 7 | 0 | 0 | 0 | 0 | 476 | 65 | 0.055694 | 0.856757 | probe | 1 |
41.678485 | 25,644 | 40,385 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 380 | 79 | 0.160014 | 0.769423 | normal | 0 |
9.145432 | 11,294 | 8,287 | 0 | 1 | 1 | 10 | 1 | 0 | 0 | 436 | 87 | 0.116975 | 0.750807 | r2l | 1 |
2.071575 | 2,572,558 | 77,744 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 351 | 25 | 0.76988 | 0.919847 | dos | 1 |
32.634597 | 44,158 | 60,144 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 434 | 20 | 0.041626 | 0.628258 | normal | 0 |
31.192962 | 35,371 | 64,276 | 2 | 0 | 1 | 2 | 0 | 5 | 1 | 156 | 79 | 0.122818 | 0.254023 | u2r | 1 |
77.355853 | 22,544 | 31,523 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 98 | 3 | 0.023623 | 0.009576 | normal | 0 |
16.723932 | 21,634 | 75,301 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 494 | 43 | 0.13157 | 0.116569 | normal | 0 |
166.500293 | 23,230 | 28,983 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 194 | 63 | 0.199952 | 0.507159 | normal | 0 |
7.15012 | 9,762 | 87,386 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 323 | 58 | 0.198534 | 0.329694 | normal | 0 |
13.267225 | 44,812 | 90,378 | 2 | 1 | 17 | 1 | 1 | 0 | 0 | 37 | 49 | 0.190571 | 0.669465 | probe | 1 |
41.889434 | 11,922 | 99,425 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 95 | 71 | 0.034787 | 0.532111 | normal | 0 |
12.566726 | 13,352 | 84,524 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 64 | 43 | 0.080863 | 0.585684 | normal | 0 |
64.569128 | 27,314 | 80,765 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 464 | 1 | 0.128258 | 0.10677 | normal | 0 |
51.028559 | 35,429 | 79,162 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 157 | 77 | 0.128857 | 0.71124 | normal | 0 |
127.945021 | 37,362 | 3,205 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 493 | 13 | 0.059248 | 0.850677 | normal | 0 |
305.769609 | 16,450 | 53,802 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 440 | 16 | 0.00084 | 0.494398 | normal | 0 |
1.942575 | 992,284 | 74,845 | 1 | 0 | 2 | 1 | 0 | 0 | 0 | 135 | 62 | 0.846807 | 0.234955 | dos | 1 |
19.77788 | 49,638 | 27,827 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 172 | 50 | 0.145971 | 0.567213 | normal | 0 |
3.448215 | 596,566 | 76,031 | 3 | 0 | 2 | 1 | 0 | 0 | 0 | 365 | 58 | 0.920659 | 0.469806 | dos | 1 |
49.779988 | 24,458 | 60,349 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 187 | 91 | 0.157508 | 0.081872 | normal | 0 |
16.508348 | 9,636,206 | 43,761 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 42 | 86 | 0.898306 | 0.660802 | dos | 1 |
6.232247 | 6,190,644 | 54,288 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 358 | 61 | 0.73942 | 0.688129 | dos | 1 |
32.926411 | 35,568 | 12,108 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 124 | 8 | 0.109652 | 0.110187 | normal | 0 |
225.421681 | 5,944 | 9,844 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 116 | 16 | 0.185031 | 0.936608 | normal | 0 |
49.318729 | 29,253 | 29,229 | 1 | 1 | 17 | 0 | 0 | 0 | 0 | 459 | 96 | 0.17483 | 0.723981 | probe | 1 |
86.41644 | 8,591 | 78,504 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 146 | 61 | 0.019242 | 0.522668 | normal | 0 |
0.364303 | 16,515 | 38,028 | 2 | 0 | 2 | 5 | 0 | 0 | 0 | 45 | 16 | 0.042406 | 0.570698 | r2l | 1 |
159.640015 | 8,833 | 43,397 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 442 | 37 | 0.017521 | 0.402354 | normal | 0 |
148.809969 | 30,616 | 43,733 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 282 | 53 | 0.014341 | 0.831336 | normal | 0 |
35.14204 | 49,798 | 80,771 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 121 | 70 | 0.122207 | 0.592977 | normal | 0 |
16.769205 | 14,859 | 45,005 | 0 | 2 | 0 | 8 | 1 | 0 | 0 | 13 | 89 | 0.011917 | 0.171589 | r2l | 1 |
121.696866 | 20,624 | 84,015 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 292 | 58 | 0.107165 | 0.704735 | normal | 0 |
2.992403 | 47,135 | 2,842 | 4 | 1 | 23 | 0 | 0 | 0 | 0 | 491 | 87 | 0.148935 | 0.546504 | probe | 1 |
3.939983 | 25,055 | 27,909 | 4 | 2 | 9 | 0 | 0 | 0 | 0 | 66 | 83 | 0.092133 | 0.570849 | probe | 1 |
85.438373 | 49,748 | 6,713 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 495 | 25 | 0.164925 | 0.689256 | normal | 0 |
8.541019 | 18,399 | 51,452 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 33 | 1 | 0.176582 | 0.55502 | normal | 0 |
6.984599 | 8,577,764 | 83,646 | 4 | 0 | 2 | 2 | 1 | 0 | 0 | 412 | 73 | 0.597186 | 0.001412 | dos | 1 |
63.445385 | 24,210 | 82,432 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 251 | 32 | 0.022682 | 0.125538 | normal | 0 |
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