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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
137.564949 | 41,459 | 81,575 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 183 | 54 | 0.196694 | 0.726299 | normal | 0 |
18.628146 | 48,689 | 78,754 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 234 | 54 | 0.009815 | 0.551415 | normal | 0 |
28.301634 | 19,091 | 87,972 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 87 | 16 | 0.051309 | 0.883448 | normal | 0 |
56.375437 | 48,259 | 99,291 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 68 | 11 | 0.173779 | 0.32588 | normal | 0 |
40.262625 | 32,859 | 40,975 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 148 | 77 | 0.133798 | 0.151744 | normal | 0 |
88.042229 | 387 | 80,416 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 140 | 2 | 0.103746 | 0.488643 | normal | 0 |
41.2249 | 15,896 | 56,244 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 320 | 45 | 0.008365 | 0.24582 | normal | 0 |
0.642443 | 3,733,010 | 75,298 | 1 | 1 | 4 | 1 | 1 | 0 | 0 | 95 | 52 | 0.736865 | 0.92905 | dos | 1 |
22.790054 | 43,237 | 63,670 | 0 | 1 | 26 | 0 | 1 | 0 | 0 | 73 | 88 | 0.055515 | 0.921645 | probe | 1 |
215.875699 | 33,308 | 46,181 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 205 | 40 | 0.01938 | 0.596081 | normal | 0 |
175.858309 | 22,096 | 37,195 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 418 | 70 | 0.017485 | 0.948801 | normal | 0 |
10.923701 | 4,985 | 32,846 | 1 | 0 | 2 | 4 | 0 | 0 | 0 | 225 | 40 | 0.171612 | 0.073025 | r2l | 1 |
84.333927 | 21,576 | 27,664 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 168 | 28 | 0.138693 | 0.365599 | normal | 0 |
103.911738 | 34,136 | 50,970 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 246 | 25 | 0.196184 | 0.772196 | normal | 0 |
81.457648 | 6,964 | 97,649 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 430 | 85 | 0.024503 | 0.459462 | normal | 0 |
153.985627 | 14,665 | 9,236 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 158 | 76 | 0.116428 | 0.8088 | normal | 0 |
80.073347 | 27,188 | 96,660 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 431 | 40 | 0.169664 | 0.10003 | normal | 0 |
4.027073 | 285 | 95,248 | 4 | 2 | 19 | 1 | 1 | 0 | 0 | 123 | 78 | 0.195322 | 0.17293 | probe | 1 |
165.852375 | 20,741 | 80,794 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 430 | 21 | 0.146776 | 0.858875 | normal | 0 |
142.955754 | 27,946 | 75,339 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 150 | 85 | 0.157399 | 0.097755 | normal | 0 |
10.834735 | 16,448 | 65,967 | 2 | 1 | 2 | 14 | 1 | 0 | 0 | 7 | 91 | 0.111741 | 0.148814 | r2l | 1 |
21.125137 | 43,508 | 27,179 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 243 | 51 | 0.086374 | 0.164665 | normal | 0 |
31.692834 | 36,411 | 95,651 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 36 | 53 | 0.076965 | 0.760991 | normal | 0 |
35.062428 | 42,539 | 13,336 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 209 | 89 | 0.093912 | 0.362018 | normal | 0 |
70.944027 | 37,754 | 80,174 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 9 | 71 | 0.154456 | 0.543273 | normal | 0 |
14.372845 | 27,738 | 90,724 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 299 | 11 | 0.120605 | 0.290963 | normal | 0 |
48.675394 | 37,508 | 64,790 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 132 | 11 | 0.049508 | 0.612808 | normal | 0 |
20.108631 | 27,254 | 97,354 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 38 | 90 | 0.145789 | 0.286788 | normal | 0 |
30.756199 | 34,012 | 46,897 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 412 | 60 | 0.121129 | 0.97865 | normal | 0 |
122.549487 | 20,648 | 48,192 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 480 | 25 | 0.12546 | 0.747794 | normal | 0 |
192.972001 | 31,112 | 53,502 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 82 | 8 | 0.129535 | 0.855149 | normal | 0 |
2.317228 | 734 | 41,231 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 453 | 26 | 0.069956 | 0.352422 | normal | 0 |
83.447336 | 7,677 | 28,283 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 245 | 8 | 0.021669 | 0.177656 | normal | 0 |
3.672598 | 17,787 | 47,102 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 258 | 78 | 0.131984 | 0.408721 | normal | 0 |
1.824162 | 45,721 | 37,199 | 2 | 2 | 1 | 10 | 1 | 0 | 0 | 267 | 88 | 0.122287 | 0.393941 | r2l | 1 |
122.106483 | 17,016 | 41,717 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 158 | 10 | 0.130424 | 0.969073 | normal | 0 |
133.032283 | 30,404 | 69,839 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 172 | 61 | 0.16024 | 0.076788 | normal | 0 |
2.997306 | 5,930,614 | 94,242 | 3 | 1 | 0 | 1 | 0 | 0 | 0 | 347 | 48 | 0.888979 | 0.96183 | dos | 1 |
64.291332 | 45,709 | 41,073 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 368 | 86 | 0.171965 | 0.854465 | normal | 0 |
196.473867 | 30,720 | 87,071 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 15 | 79 | 0.165458 | 0.11108 | normal | 0 |
13.065667 | 2,343,645 | 64,252 | 3 | 0 | 0 | 0 | 1 | 0 | 0 | 216 | 50 | 0.606273 | 0.800028 | dos | 1 |
0.363642 | 35,673 | 97,110 | 3 | 0 | 22 | 0 | 1 | 0 | 0 | 211 | 3 | 0.045698 | 0.937256 | probe | 1 |
14.445039 | 24,070 | 97,015 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 424 | 99 | 0.085581 | 0.319634 | normal | 0 |
159.719941 | 47,231 | 5,016 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 182 | 37 | 0.18683 | 0.412053 | normal | 0 |
25.964562 | 39,650 | 34,730 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 385 | 93 | 0.1306 | 0.409413 | normal | 0 |
1.280511 | 2,629,153 | 63,643 | 1 | 0 | 4 | 2 | 0 | 0 | 0 | 436 | 69 | 0.904448 | 0.770904 | dos | 1 |
97.580374 | 27,498 | 3,065 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 156 | 91 | 0.009092 | 0.326053 | normal | 0 |
8.021492 | 44,275 | 36,716 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 328 | 66 | 0.015642 | 0.502898 | normal | 0 |
0.820854 | 25,655 | 7,106 | 4 | 0 | 9 | 1 | 0 | 0 | 0 | 406 | 86 | 0.041063 | 0.242049 | probe | 1 |
11.285257 | 38,080 | 63,326 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 444 | 21 | 0.077579 | 0.924534 | normal | 0 |
31.769096 | 2,430,985 | 47,456 | 2 | 0 | 2 | 0 | 1 | 0 | 0 | 281 | 74 | 0.633074 | 0.911327 | dos | 1 |
119.398998 | 24,426 | 17,312 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 251 | 80 | 0.194888 | 0.512758 | normal | 0 |
82.607378 | 43,633 | 38,190 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 210 | 70 | 0.052213 | 0.888463 | normal | 0 |
23.556426 | 3,486 | 78,965 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 265 | 50 | 0.12569 | 0.555778 | normal | 0 |
38.269316 | 2,640,288 | 43,042 | 4 | 2 | 2 | 0 | 1 | 0 | 0 | 136 | 38 | 0.821785 | 0.267352 | dos | 1 |
166.584213 | 42,797 | 68,451 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 171 | 8 | 0.142489 | 0.400486 | normal | 0 |
69.679405 | 27,099 | 25,919 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 437 | 46 | 0.021569 | 0.655774 | normal | 0 |
119.907932 | 43,941 | 61,657 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 22 | 56 | 0.16259 | 0.906688 | normal | 0 |
22.036578 | 1,026,627 | 87,307 | 4 | 2 | 2 | 0 | 0 | 0 | 0 | 313 | 95 | 0.739753 | 0.025122 | dos | 1 |
24.268227 | 31,686 | 14,199 | 2 | 2 | 3 | 8 | 0 | 0 | 0 | 258 | 65 | 0.080504 | 0.170713 | r2l | 1 |
352.007554 | 13,394 | 95,924 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 125 | 90 | 0.092142 | 0.889982 | normal | 0 |
83.389901 | 10,827 | 43,051 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 121 | 97 | 0.017114 | 0.203783 | normal | 0 |
13.468093 | 6,190 | 9,389 | 4 | 1 | 1 | 3 | 1 | 0 | 0 | 229 | 51 | 0.140952 | 0.967026 | r2l | 1 |
52.102756 | 5,595 | 61,194 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 355 | 26 | 0.188202 | 0.179725 | normal | 0 |
39.948912 | 29,125 | 98,501 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 454 | 72 | 0.102574 | 0.930858 | normal | 0 |
24.090978 | 12,247 | 9,048 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 267 | 76 | 0.039964 | 0.329087 | normal | 0 |
7.635746 | 2,490,922 | 59,322 | 3 | 1 | 2 | 2 | 0 | 0 | 0 | 343 | 70 | 0.554543 | 0.97519 | dos | 1 |
212.79597 | 17,462 | 31,546 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 107 | 18 | 0.020502 | 0.927896 | normal | 0 |
22.207801 | 39,415 | 64,417 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 463 | 84 | 0.183657 | 0.787169 | normal | 0 |
43.409283 | 21,997 | 53,652 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 183 | 35 | 0.166174 | 0.746067 | normal | 0 |
143.681066 | 25,078 | 23,249 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 275 | 45 | 0.182178 | 0.731654 | normal | 0 |
23.383304 | 11,096 | 64,199 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 307 | 91 | 0.171386 | 0.665693 | normal | 0 |
89.542216 | 17,998 | 91,105 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 170 | 39 | 0.122506 | 0.48963 | normal | 0 |
120.328618 | 9,839 | 16,179 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 152 | 78 | 0.185897 | 0.974698 | normal | 0 |
106.123652 | 16,877 | 97,583 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 10 | 96 | 0.148633 | 0.25984 | normal | 0 |
122.556641 | 49,355 | 845 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 488 | 30 | 0.183612 | 0.818694 | normal | 0 |
2.800307 | 5,410,032 | 39,058 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 481 | 51 | 0.767844 | 0.135338 | dos | 1 |
23.390726 | 9,109,582 | 18,131 | 2 | 0 | 4 | 0 | 1 | 0 | 0 | 466 | 37 | 0.683785 | 0.565339 | dos | 1 |
1.048045 | 287,245 | 87,427 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 429 | 44 | 0.61645 | 0.367283 | dos | 1 |
210.858553 | 5,536 | 37,733 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 146 | 24 | 0.175508 | 0.42211 | normal | 0 |
2.204835 | 30,689 | 58,911 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 109 | 81 | 0.193134 | 0.555482 | normal | 0 |
33.996247 | 521 | 345 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 83 | 25 | 0.132147 | 0.005435 | normal | 0 |
30.821201 | 39,284 | 16,539 | 4 | 0 | 2 | 9 | 0 | 0 | 0 | 88 | 67 | 0.063467 | 0.226206 | r2l | 1 |
19.020031 | 4,627,235 | 48,715 | 3 | 2 | 3 | 0 | 1 | 0 | 0 | 25 | 38 | 0.526821 | 0.68824 | dos | 1 |
3.490162 | 1,111,392 | 61,154 | 2 | 0 | 3 | 0 | 1 | 0 | 0 | 296 | 16 | 0.64755 | 0.828132 | dos | 1 |
186.8901 | 37,581 | 30,496 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 63 | 59 | 0.146291 | 0.181165 | normal | 0 |
104.013119 | 36,045 | 49,255 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 191 | 42 | 0.136749 | 0.472204 | normal | 0 |
2.923872 | 36,644 | 45,009 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 447 | 5 | 0.132514 | 0.194456 | normal | 0 |
125.448523 | 20,874 | 89,396 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 448 | 5 | 0.012538 | 0.54681 | normal | 0 |
198.075487 | 23,212 | 36,299 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 393 | 65 | 0.168026 | 0.598799 | normal | 0 |
0.730439 | 23,694 | 3,875 | 2 | 0 | 1 | 8 | 0 | 0 | 0 | 35 | 25 | 0.194922 | 0.137791 | r2l | 1 |
3.099978 | 49,111 | 64,024 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 156 | 97 | 0.097428 | 0.709073 | normal | 0 |
195.136182 | 24,869 | 57,267 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 476 | 3 | 0.072038 | 0.971418 | normal | 0 |
131.850082 | 12,698 | 7,079 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 397 | 7 | 0.159412 | 0.880145 | normal | 0 |
4.74008 | 29,391 | 12,914 | 1 | 1 | 20 | 1 | 1 | 0 | 0 | 105 | 69 | 0.08239 | 0.819237 | probe | 1 |
39.843526 | 28,694 | 98,133 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 480 | 37 | 0.009622 | 0.801332 | normal | 0 |
65.358072 | 15,080 | 39,877 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 343 | 48 | 0.10108 | 0.515278 | normal | 0 |
10.823185 | 49,501 | 57,551 | 4 | 2 | 20 | 2 | 1 | 0 | 0 | 466 | 92 | 0.113605 | 0.883778 | probe | 1 |
29.043165 | 44,527 | 15,037 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 204 | 89 | 0.198444 | 0.712797 | normal | 0 |
10.643199 | 27,505 | 54,792 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 90 | 79 | 0.088464 | 0.217385 | normal | 0 |
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