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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.224712 | 38,279 | 96,741 | 2 | 0 | 3 | 9 | 1 | 0 | 0 | 128 | 53 | 0.087159 | 0.166775 | r2l | 1 |
161.144002 | 28,067 | 6,338 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 181 | 73 | 0.161887 | 0.726103 | normal | 0 |
20.317751 | 16,956 | 83,962 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 399 | 28 | 0.102518 | 0.180077 | normal | 0 |
43.429661 | 39,410 | 33,812 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 150 | 5 | 0.164271 | 0.832369 | normal | 0 |
5.602418 | 10,867 | 93,517 | 2 | 2 | 3 | 4 | 0 | 0 | 0 | 164 | 86 | 0.128439 | 0.129406 | r2l | 1 |
77.879036 | 1,996 | 4,893 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 183 | 44 | 0.070072 | 0.624492 | normal | 0 |
34.611743 | 19,638 | 87,608 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 97 | 46 | 0.001431 | 0.803213 | normal | 0 |
116.775545 | 22,801 | 9,270 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 176 | 23 | 0.163922 | 0.225652 | normal | 0 |
5.481284 | 2,403,099 | 13,313 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 85 | 10 | 0.550669 | 0.750115 | dos | 1 |
6.153822 | 18,095 | 53,551 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 470 | 7 | 0.035193 | 0.910161 | normal | 0 |
0.360614 | 22,918 | 26,133 | 1 | 2 | 7 | 2 | 0 | 0 | 0 | 391 | 34 | 0.06052 | 0.812656 | probe | 1 |
13.70094 | 20,960 | 70,796 | 0 | 2 | 1 | 11 | 0 | 0 | 0 | 475 | 94 | 0.11724 | 0.393754 | r2l | 1 |
221.504491 | 32,206 | 68,463 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 325 | 46 | 0.098517 | 0.801452 | normal | 0 |
511.750162 | 24,861 | 1,834 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 344 | 51 | 0.098997 | 0.652442 | normal | 0 |
53.927693 | 13,416 | 40,522 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 245 | 19 | 0.078708 | 0.024734 | normal | 0 |
4.768768 | 12,297 | 29,679 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 386 | 15 | 0.187861 | 0.390758 | normal | 0 |
36.522012 | 36,201 | 14,921 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 22 | 93 | 0.099698 | 0.125223 | normal | 0 |
4.430082 | 18,710 | 20,784 | 1 | 0 | 14 | 1 | 0 | 0 | 0 | 326 | 99 | 0.139441 | 0.262729 | probe | 1 |
9.836184 | 802,899 | 52,971 | 1 | 1 | 3 | 2 | 1 | 0 | 0 | 346 | 66 | 0.660533 | 0.709827 | dos | 1 |
35.66352 | 43,733 | 13,476 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 305 | 45 | 0.035408 | 0.363097 | normal | 0 |
5.780515 | 2,617 | 72,920 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 58 | 25 | 0.011137 | 0.345645 | normal | 0 |
64.429423 | 29,776 | 46,443 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 67 | 35 | 0.164637 | 0.652244 | normal | 0 |
23.435704 | 11,340 | 81,698 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 185 | 8 | 0.060624 | 0.535766 | normal | 0 |
9.568308 | 46,247 | 31,250 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 260 | 19 | 0.15989 | 0.455049 | normal | 0 |
3.507655 | 35,022 | 4,379 | 3 | 1 | 8 | 2 | 1 | 0 | 0 | 302 | 69 | 0.135643 | 0.263948 | probe | 1 |
1.798002 | 15,006 | 43,003 | 3 | 0 | 28 | 1 | 0 | 0 | 0 | 376 | 95 | 0.095491 | 0.247026 | probe | 1 |
77.114707 | 32,629 | 56,681 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 112 | 38 | 0.020652 | 0.884427 | normal | 0 |
6.825402 | 19,586 | 56,687 | 1 | 0 | 24 | 2 | 1 | 0 | 0 | 236 | 7 | 0.103273 | 0.14612 | probe | 1 |
11.942421 | 20,102 | 57,784 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 318 | 92 | 0.097546 | 0.212709 | normal | 0 |
13.213293 | 7,446,188 | 69,490 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 141 | 41 | 0.597331 | 0.577724 | dos | 1 |
2.664174 | 17,004 | 58,812 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 229 | 12 | 0.142911 | 0.976976 | normal | 0 |
58.5373 | 754 | 67,498 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 124 | 51 | 0.045632 | 0.645237 | normal | 0 |
4.034422 | 141 | 85,368 | 0 | 2 | 20 | 0 | 1 | 0 | 0 | 403 | 45 | 0.110996 | 0.572711 | probe | 1 |
314.652431 | 15,032 | 36,335 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 162 | 33 | 0.114098 | 0.842725 | normal | 0 |
12.963474 | 1,213,775 | 47,291 | 4 | 0 | 4 | 0 | 1 | 0 | 0 | 301 | 2 | 0.818034 | 0.73124 | dos | 1 |
17.286544 | 13,235 | 84,814 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 486 | 79 | 0.182501 | 0.89681 | normal | 0 |
72.886101 | 26,984 | 77,663 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 49 | 77 | 0.119887 | 0.882737 | normal | 0 |
50.382344 | 1,613 | 35,778 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 44 | 5 | 0.152016 | 0.394801 | normal | 0 |
65.268794 | 21,250 | 3,863 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 264 | 50 | 0.147519 | 0.621621 | normal | 0 |
21.952139 | 20,220 | 16,073 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 394 | 44 | 0.054876 | 0.090148 | normal | 0 |
69.480263 | 9,572 | 77,183 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 405 | 11 | 0.190793 | 0.498686 | normal | 0 |
16.256571 | 37,792 | 40,093 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 275 | 42 | 0.108697 | 0.698133 | normal | 0 |
136.274613 | 27,814 | 49,896 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 447 | 68 | 0.086226 | 0.896756 | normal | 0 |
9.921436 | 8,192,956 | 56,544 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 242 | 33 | 0.504277 | 0.451849 | dos | 1 |
8.178255 | 41,279 | 66,092 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 331 | 81 | 0.180877 | 0.828375 | normal | 0 |
55.383414 | 21,443 | 85,720 | 3 | 0 | 8 | 1 | 1 | 0 | 0 | 9 | 65 | 0.19632 | 0.784249 | probe | 1 |
95.810177 | 44,867 | 80,870 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 59 | 31 | 0.07382 | 0.301935 | normal | 0 |
37.995389 | 26,708 | 70,261 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 238 | 13 | 0.151604 | 0.675008 | normal | 0 |
4.671683 | 34,497 | 67,387 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 172 | 92 | 0.086929 | 0.843933 | normal | 0 |
100.028855 | 23,710 | 10,611 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 340 | 35 | 0.071972 | 0.28852 | normal | 0 |
46.751116 | 3,349 | 51,508 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 111 | 34 | 0.102912 | 0.142871 | normal | 0 |
238.182426 | 16,944 | 62,822 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 237 | 50 | 0.08997 | 0.111291 | normal | 0 |
3.550059 | 16,773 | 15,819 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 294 | 92 | 0.066742 | 0.100696 | normal | 0 |
3.988747 | 42,195 | 51,035 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 74 | 73 | 0.101817 | 0.316208 | normal | 0 |
1.588486 | 750,687 | 32,467 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 61 | 62 | 0.942025 | 0.484782 | dos | 1 |
334.881214 | 323 | 7,454 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 374 | 10 | 0.180312 | 0.596175 | normal | 0 |
2.813431 | 2,545 | 81,042 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 257 | 9 | 0.050375 | 0.2334 | normal | 0 |
125.889807 | 16,937 | 20,227 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 254 | 9 | 0.018359 | 0.414412 | normal | 0 |
1.635525 | 3,141,271 | 71,973 | 3 | 1 | 1 | 2 | 1 | 0 | 0 | 29 | 36 | 0.69705 | 0.816293 | dos | 1 |
120.862617 | 34,914 | 28,704 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 31 | 63 | 0.192354 | 0.645431 | normal | 0 |
203.052031 | 30,644 | 13,159 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 235 | 36 | 0.02591 | 0.242233 | normal | 0 |
10.628481 | 31,595 | 49,823 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 90 | 40 | 0.172822 | 0.955087 | normal | 0 |
27.281503 | 6,011 | 14,303 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 404 | 38 | 0.013861 | 0.244498 | normal | 0 |
2.437227 | 45,158 | 38,860 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 124 | 21 | 0.052384 | 0.34255 | normal | 0 |
24.657599 | 6,251,239 | 74,866 | 3 | 2 | 2 | 0 | 0 | 0 | 0 | 245 | 95 | 0.883347 | 0.279825 | dos | 1 |
3.006532 | 44,935 | 57,551 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 242 | 82 | 0.198608 | 0.061686 | normal | 0 |
161.285553 | 25,366 | 160 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 326 | 98 | 0.154109 | 0.68232 | normal | 0 |
35.423888 | 5,579 | 44,321 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 240 | 13 | 0.110005 | 0.0677 | normal | 0 |
67.96614 | 47,132 | 81,714 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 223 | 36 | 0.121864 | 0.942116 | normal | 0 |
155.043467 | 3,486 | 69,950 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 316 | 90 | 0.08051 | 0.171216 | normal | 0 |
68.30853 | 21,308 | 53,709 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 332 | 64 | 0.014465 | 0.941444 | normal | 0 |
56.07095 | 39,033 | 42,945 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 145 | 39 | 0.055742 | 0.190688 | normal | 0 |
1.16407 | 18,952 | 84,876 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 240 | 52 | 0.044013 | 0.149372 | normal | 0 |
83.942114 | 29,921 | 88,115 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 116 | 61 | 0.19335 | 0.006614 | normal | 0 |
5.050854 | 3,903,389 | 81,756 | 2 | 0 | 3 | 1 | 1 | 0 | 0 | 310 | 58 | 0.952689 | 0.260645 | dos | 1 |
144.667404 | 38,642 | 8,243 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 379 | 25 | 0.165475 | 0.727569 | normal | 0 |
29.805263 | 20,409 | 43,625 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 125 | 46 | 0.165904 | 0.734427 | normal | 0 |
112.143294 | 47,818 | 4,705 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 280 | 35 | 0.06126 | 0.000011 | normal | 0 |
103.909 | 43,675 | 81,340 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 454 | 60 | 0.113682 | 0.137554 | normal | 0 |
95.887366 | 49,990 | 83,664 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 58 | 8 | 0.129622 | 0.065775 | normal | 0 |
31.054411 | 38,093 | 16,093 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 439 | 99 | 0.023116 | 0.250697 | normal | 0 |
33.665333 | 37,619 | 61,662 | 1 | 0 | 4 | 15 | 1 | 0 | 0 | 19 | 99 | 0.06537 | 0.263485 | r2l | 1 |
9.142855 | 9,044,532 | 96,570 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 241 | 61 | 0.944692 | 0.288081 | dos | 1 |
1.289005 | 2,318 | 77,438 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 121 | 15 | 0.163591 | 0.746875 | normal | 0 |
12.491551 | 7,199,101 | 37,700 | 2 | 0 | 3 | 1 | 1 | 0 | 0 | 297 | 93 | 0.850682 | 0.191299 | dos | 1 |
14.698469 | 916,144 | 66,685 | 3 | 0 | 4 | 0 | 0 | 0 | 0 | 46 | 84 | 0.833204 | 0.302653 | dos | 1 |
169.852191 | 48,245 | 2,559 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 51 | 96 | 0.164068 | 0.332642 | normal | 0 |
2.70752 | 7,350,515 | 10,369 | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 98 | 91 | 0.956495 | 0.089214 | dos | 1 |
105.97093 | 44,299 | 60,099 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 3 | 38 | 0.070937 | 0.963783 | normal | 0 |
81.453866 | 7,206 | 33,835 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 63 | 53 | 0.184359 | 0.007519 | normal | 0 |
6.6717 | 974 | 18,213 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 422 | 41 | 0.032369 | 0.960517 | normal | 0 |
97.220045 | 15,393 | 33,690 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 145 | 13 | 0.087802 | 0.114985 | normal | 0 |
168.148977 | 31,677 | 23,130 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 378 | 55 | 0.016136 | 0.330221 | normal | 0 |
488.598526 | 8,626 | 83,470 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 211 | 45 | 0.158105 | 0.53897 | normal | 0 |
30.242452 | 38,855 | 67,580 | 4 | 0 | 4 | 11 | 1 | 0 | 0 | 324 | 69 | 0.064924 | 0.991603 | r2l | 1 |
1.638539 | 34,046 | 38,581 | 4 | 1 | 12 | 1 | 0 | 0 | 0 | 246 | 55 | 0.127021 | 0.694955 | probe | 1 |
6.886122 | 17,113 | 94,526 | 0 | 1 | 15 | 1 | 1 | 0 | 0 | 250 | 31 | 0.162129 | 0.58927 | probe | 1 |
8.688515 | 5,283,847 | 39,865 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 63 | 12 | 0.966034 | 0.451039 | dos | 1 |
3.993971 | 6,114 | 67,133 | 1 | 1 | 2 | 4 | 1 | 0 | 0 | 77 | 40 | 0.192534 | 0.891086 | r2l | 1 |
13.059548 | 32,948 | 67,857 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 9 | 19 | 0.132859 | 0.539736 | normal | 0 |
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