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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101.540873 | 22,384 | 41,732 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 413 | 30 | 0.044248 | 0.319005 | normal | 0 |
64.832138 | 36,191 | 87,448 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 200 | 90 | 0.123004 | 0.350929 | normal | 0 |
272.670678 | 40,514 | 26,026 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 188 | 93 | 0.061681 | 0.959394 | normal | 0 |
17.426178 | 11,791 | 86,670 | 0 | 0 | 8 | 0 | 1 | 0 | 0 | 373 | 45 | 0.157241 | 0.210425 | probe | 1 |
129.523473 | 1,665 | 24,255 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 456 | 98 | 0.179666 | 0.752618 | normal | 0 |
24.825297 | 9,532,123 | 5,790 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 131 | 63 | 0.531544 | 0.184602 | dos | 1 |
9.890858 | 21,103 | 10,476 | 2 | 0 | 9 | 0 | 0 | 0 | 0 | 246 | 89 | 0.120308 | 0.415921 | probe | 1 |
18.346852 | 7,059,445 | 65,106 | 3 | 1 | 2 | 2 | 0 | 0 | 0 | 222 | 33 | 0.879501 | 0.690138 | dos | 1 |
67.566725 | 40,235 | 32,555 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 10 | 9 | 0.126107 | 0.717792 | normal | 0 |
113.595088 | 4,219 | 19,422 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 200 | 80 | 0.065769 | 0.789313 | normal | 0 |
15.765496 | 47,966 | 55,982 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 313 | 9 | 0.09987 | 0.114798 | normal | 0 |
29.814181 | 18,138 | 57,407 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 71 | 15 | 0.158808 | 0.319818 | normal | 0 |
88.214808 | 42,673 | 26,902 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 230 | 64 | 0.103291 | 0.478453 | normal | 0 |
38.423302 | 48,662 | 49,201 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 231 | 9 | 0.0595 | 0.208432 | normal | 0 |
69.253321 | 341 | 45,270 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 403 | 50 | 0.12979 | 0.729379 | normal | 0 |
46.841321 | 4,432 | 46,716 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 398 | 22 | 0.13956 | 0.919729 | normal | 0 |
102.319076 | 35,937 | 38,947 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 434 | 52 | 0.159834 | 0.71904 | normal | 0 |
66.776283 | 41,353 | 50,826 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 289 | 79 | 0.134456 | 0.412687 | normal | 0 |
18.302678 | 7,408,102 | 1,591 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 448 | 91 | 0.966283 | 0.451007 | dos | 1 |
4.468781 | 9,108,062 | 4,344 | 4 | 2 | 1 | 0 | 1 | 0 | 0 | 380 | 1 | 0.651928 | 0.844386 | dos | 1 |
54.839174 | 37,173 | 82,653 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 367 | 40 | 0.129019 | 0.412086 | normal | 0 |
41.8092 | 25,463 | 5,956 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 92 | 71 | 0.018044 | 0.601548 | normal | 0 |
9.887796 | 18,760 | 19,236 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 468 | 74 | 0.176134 | 0.398793 | normal | 0 |
24.893543 | 45,565 | 16,851 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 40 | 88 | 0.013115 | 0.604158 | normal | 0 |
25.330936 | 44,374 | 19,192 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 492 | 35 | 0.199842 | 0.811711 | normal | 0 |
2.666726 | 47,973 | 57,853 | 2 | 2 | 20 | 2 | 1 | 0 | 0 | 193 | 39 | 0.15869 | 0.937608 | probe | 1 |
56.653739 | 12,845 | 56,713 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 474 | 90 | 0.198369 | 0.983864 | normal | 0 |
4.297624 | 35,469 | 35,541 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 458 | 9 | 0.169453 | 0.070585 | normal | 0 |
14.944788 | 10,123 | 2,857 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 32 | 50 | 0.047675 | 0.436572 | normal | 0 |
8.233072 | 14,316 | 19,613 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 497 | 35 | 0.036993 | 0.402231 | normal | 0 |
88.884433 | 25,061 | 68,701 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 160 | 36 | 0.046903 | 0.932158 | normal | 0 |
20.655871 | 30,207 | 87,829 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 20 | 70 | 0.047273 | 0.041383 | normal | 0 |
69.026661 | 49,779 | 99,813 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 253 | 41 | 0.103467 | 0.375451 | normal | 0 |
46.213398 | 34,279 | 77,797 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 36 | 73 | 0.107612 | 0.890582 | normal | 0 |
162.901009 | 20,681 | 16,549 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 478 | 22 | 0.170025 | 0.874291 | normal | 0 |
38.638279 | 16,873 | 11,633 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 290 | 22 | 0.057964 | 0.924606 | normal | 0 |
61.297922 | 9,517 | 91,513 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 33 | 74 | 0.048357 | 0.294459 | normal | 0 |
11.829776 | 20,122 | 97,101 | 0 | 2 | 0 | 17 | 1 | 0 | 0 | 462 | 8 | 0.063524 | 0.184335 | r2l | 1 |
56.801558 | 3,892 | 99,718 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 22 | 97 | 0.010516 | 0.612913 | normal | 0 |
157.607826 | 17,324 | 75,103 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 476 | 97 | 0.014338 | 0.527712 | normal | 0 |
108.377596 | 42,437 | 76,787 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 30 | 26 | 0.061418 | 0.675499 | normal | 0 |
52.852995 | 30,551 | 39,457 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 447 | 89 | 0.149156 | 0.184814 | normal | 0 |
70.114291 | 334 | 73,790 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 369 | 95 | 0.114403 | 0.968725 | normal | 0 |
341.743213 | 49,365 | 65,025 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 303 | 53 | 0.044359 | 0.24395 | normal | 0 |
12.937475 | 2,569,087 | 68,285 | 2 | 2 | 4 | 1 | 1 | 0 | 0 | 264 | 82 | 0.972552 | 0.441046 | dos | 1 |
235.382814 | 22,563 | 53,126 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 284 | 58 | 0.08287 | 0.738688 | normal | 0 |
19.693806 | 3,238 | 64,094 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 85 | 32 | 0.16812 | 0.953016 | normal | 0 |
66.016929 | 17,292 | 9,734 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 73 | 14 | 0.179994 | 0.513066 | normal | 0 |
8.693143 | 5,259 | 30,421 | 0 | 1 | 25 | 0 | 1 | 0 | 0 | 429 | 46 | 0.160722 | 0.189915 | probe | 1 |
38.951114 | 49,662 | 69,939 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 121 | 63 | 0.195605 | 0.622 | normal | 0 |
343.158025 | 28,762 | 7,672 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 208 | 9 | 0.073679 | 0.124379 | normal | 0 |
10.211854 | 38,552 | 90,209 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 440 | 37 | 0.000813 | 0.448169 | normal | 0 |
232.966004 | 42,120 | 40,806 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 476 | 71 | 0.009193 | 0.160966 | normal | 0 |
58.916944 | 166 | 29,737 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 439 | 51 | 0.18428 | 0.239981 | normal | 0 |
7.66048 | 6,646 | 31,035 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 321 | 78 | 0.137154 | 0.87969 | normal | 0 |
211.628473 | 14,085 | 29,425 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 101 | 19 | 0.032609 | 0.66851 | normal | 0 |
29.027237 | 8,287 | 3,455 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 242 | 17 | 0.136445 | 0.727021 | normal | 0 |
2.250139 | 22,437 | 11,367 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 133 | 45 | 0.184822 | 0.173194 | normal | 0 |
14.595928 | 12,269 | 46,838 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 311 | 86 | 0.121574 | 0.943207 | normal | 0 |
2.063035 | 46,231 | 23,887 | 1 | 2 | 14 | 1 | 1 | 0 | 0 | 12 | 53 | 0.154128 | 0.064887 | probe | 1 |
380.818065 | 10,765 | 19,021 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 138 | 98 | 0.179832 | 0.94643 | normal | 0 |
11.817802 | 4,404 | 34,792 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 210 | 72 | 0.118809 | 0.251302 | normal | 0 |
61.980016 | 34,878 | 2,981 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 207 | 41 | 0.182857 | 0.06359 | normal | 0 |
19.922752 | 16,100 | 1,305 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 301 | 48 | 0.165486 | 0.468013 | normal | 0 |
8.703268 | 1,058,281 | 35,869 | 4 | 0 | 1 | 0 | 0 | 0 | 0 | 450 | 99 | 0.80706 | 0.497511 | dos | 1 |
12.563 | 34,756 | 91,901 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 375 | 74 | 0.050235 | 0.795291 | normal | 0 |
27.422864 | 31,865 | 96,936 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 376 | 57 | 0.186935 | 0.643062 | normal | 0 |
21.866107 | 16,852 | 7,014 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 244 | 74 | 0.124887 | 0.375732 | normal | 0 |
80.412294 | 1,862 | 31,112 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 119 | 50 | 0.045745 | 0.612007 | normal | 0 |
206.501879 | 17,477 | 15,391 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 336 | 2 | 0.016441 | 0.60366 | normal | 0 |
71.557727 | 17,671 | 88,759 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 360 | 53 | 0.193811 | 0.93482 | normal | 0 |
6.000848 | 49,628 | 71,220 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 329 | 70 | 0.078846 | 0.035483 | normal | 0 |
1.89288 | 5,813,626 | 3,974 | 4 | 0 | 3 | 1 | 1 | 0 | 0 | 349 | 28 | 0.558063 | 0.653249 | dos | 1 |
159.71191 | 49,935 | 2,966 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 336 | 81 | 0.175613 | 0.756138 | normal | 0 |
12.454477 | 1,584,831 | 43,856 | 1 | 0 | 3 | 0 | 1 | 0 | 0 | 460 | 97 | 0.912072 | 0.58267 | dos | 1 |
3.813684 | 3,458,772 | 21,427 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 462 | 77 | 0.95078 | 0.870977 | dos | 1 |
7.754567 | 3,516,202 | 68,756 | 1 | 2 | 4 | 2 | 1 | 0 | 0 | 488 | 93 | 0.65249 | 0.961449 | dos | 1 |
137.076092 | 24,941 | 50,251 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 252 | 59 | 0.194161 | 0.247615 | normal | 0 |
89.570513 | 35,350 | 37,845 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 294 | 6 | 0.198384 | 0.870072 | normal | 0 |
19.24255 | 6,963,863 | 61,846 | 4 | 1 | 4 | 1 | 0 | 0 | 0 | 161 | 56 | 0.711874 | 0.513169 | dos | 1 |
28.698884 | 49,976 | 52,804 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 366 | 83 | 0.111652 | 0.698488 | normal | 0 |
40.382135 | 19,324 | 96,529 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 61 | 84 | 0.114568 | 0.255556 | normal | 0 |
9.705497 | 21,830 | 80,612 | 2 | 1 | 28 | 1 | 0 | 0 | 0 | 217 | 97 | 0.059449 | 0.826705 | probe | 1 |
2.683051 | 18,907 | 70,180 | 3 | 2 | 19 | 0 | 0 | 0 | 0 | 215 | 22 | 0.036614 | 0.471305 | probe | 1 |
231.91762 | 21,865 | 9,862 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 455 | 8 | 0.167075 | 0.704396 | normal | 0 |
86.876686 | 27,089 | 38,972 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 47 | 2 | 0.162738 | 0.867733 | normal | 0 |
13.158639 | 13,154 | 74,240 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 353 | 63 | 0.143182 | 0.628582 | normal | 0 |
5.183814 | 4,342,333 | 91,195 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 263 | 20 | 0.65444 | 0.602799 | dos | 1 |
3.446248 | 38,917 | 54,149 | 2 | 1 | 6 | 1 | 1 | 0 | 0 | 213 | 10 | 0.128055 | 0.065743 | probe | 1 |
54.225712 | 42,124 | 22,907 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 11 | 30 | 0.126245 | 0.685207 | normal | 0 |
199.059998 | 6,097 | 93,726 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 466 | 32 | 0.055934 | 0.357892 | normal | 0 |
1.213188 | 40,292 | 26,375 | 4 | 1 | 28 | 0 | 1 | 0 | 0 | 203 | 68 | 0.118957 | 0.857455 | probe | 1 |
84.611691 | 6,886 | 98,253 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 341 | 31 | 0.005575 | 0.448191 | normal | 0 |
185.695138 | 46,281 | 20,342 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 499 | 75 | 0.107806 | 0.84729 | normal | 0 |
3.913398 | 21,822 | 47,502 | 2 | 1 | 0 | 7 | 1 | 0 | 0 | 493 | 77 | 0.083079 | 0.864563 | r2l | 1 |
66.518843 | 11,184 | 77,830 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 467 | 68 | 0.041206 | 0.688234 | normal | 0 |
102.078524 | 21,518 | 78,752 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 219 | 98 | 0.045645 | 0.078323 | normal | 0 |
0.298458 | 4,565 | 20,392 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 396 | 55 | 0.119429 | 0.251066 | normal | 0 |
29.198908 | 5,046 | 1,976 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 194 | 22 | 0.145807 | 0.266249 | normal | 0 |
0.97442 | 359,850 | 65,528 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 198 | 40 | 0.557192 | 0.754406 | dos | 1 |
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