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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
74.072685 | 27,792 | 14,387 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 428 | 32 | 0.010879 | 0.415782 | normal | 0 |
112.396393 | 14,192 | 97,994 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 137 | 34 | 0.189537 | 0.984657 | normal | 0 |
12.032421 | 41,084 | 42,957 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 190 | 34 | 0.121144 | 0.735297 | normal | 0 |
5.199866 | 47,074 | 16,592 | 3 | 0 | 2 | 10 | 1 | 0 | 0 | 443 | 1 | 0.141631 | 0.825235 | r2l | 1 |
25.588921 | 20,879 | 46,965 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 130 | 99 | 0.18863 | 0.622164 | normal | 0 |
14.690588 | 1,233,166 | 67,358 | 3 | 0 | 0 | 1 | 0 | 0 | 0 | 89 | 1 | 0.790431 | 0.426613 | dos | 1 |
22.652289 | 8,365 | 7,741 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 65 | 13 | 0.005039 | 0.791997 | normal | 0 |
18.58146 | 46,295 | 66,081 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 200 | 60 | 0.08457 | 0.784516 | normal | 0 |
0.923723 | 15,016 | 58,147 | 3 | 2 | 21 | 0 | 1 | 0 | 0 | 224 | 28 | 0.025786 | 0.871024 | probe | 1 |
159.869203 | 40,749 | 66,663 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 160 | 8 | 0.066243 | 0.271558 | normal | 0 |
68.426232 | 12,362 | 13,355 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 277 | 67 | 0.186673 | 0.25317 | normal | 0 |
49.187212 | 44,222 | 53,244 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 439 | 3 | 0.063885 | 0.98457 | normal | 0 |
23.104358 | 6,547,422 | 16,630 | 4 | 2 | 0 | 1 | 1 | 0 | 0 | 22 | 2 | 0.998518 | 0.587497 | dos | 1 |
46.363736 | 30,679 | 59,921 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 122 | 33 | 0.191073 | 0.78032 | normal | 0 |
18.26889 | 47,111 | 57,808 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 322 | 59 | 0.04468 | 0.901828 | normal | 0 |
32.026435 | 4,287 | 39,212 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 254 | 59 | 0.11198 | 0.981844 | normal | 0 |
12.63366 | 11,211 | 619 | 2 | 1 | 0 | 13 | 1 | 0 | 0 | 58 | 98 | 0.036774 | 0.638836 | r2l | 1 |
5.030037 | 11,086 | 27,611 | 4 | 0 | 14 | 2 | 1 | 0 | 0 | 299 | 45 | 0.149391 | 0.949806 | probe | 1 |
34.461245 | 34,278 | 26,991 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 138 | 91 | 0.068674 | 0.88656 | normal | 0 |
4.199231 | 7,288,864 | 74,957 | 2 | 1 | 2 | 1 | 0 | 0 | 0 | 321 | 47 | 0.861519 | 0.821317 | dos | 1 |
110.652378 | 36,480 | 74,084 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 254 | 83 | 0.123727 | 0.188662 | normal | 0 |
150.192425 | 23,823 | 35,146 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 301 | 71 | 0.046168 | 0.959858 | normal | 0 |
123.841858 | 4,880 | 52,503 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 171 | 98 | 0.103836 | 0.80824 | normal | 0 |
23.015648 | 37,335 | 33,652 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 44 | 97 | 0.145723 | 0.867516 | normal | 0 |
12.318478 | 38,223 | 29,172 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 183 | 98 | 0.123484 | 0.360037 | normal | 0 |
78.186946 | 25,741 | 9,950 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 10 | 34 | 0.081077 | 0.452385 | normal | 0 |
22.178421 | 13,560 | 13,031 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 363 | 81 | 0.026595 | 0.202515 | normal | 0 |
2.119179 | 9,106,220 | 75,185 | 3 | 1 | 2 | 2 | 1 | 0 | 0 | 101 | 7 | 0.942308 | 0.958493 | dos | 1 |
74.885937 | 20,479 | 82,470 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 264 | 60 | 0.179238 | 0.067595 | normal | 0 |
39.570418 | 44,818 | 8,391 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 388 | 49 | 0.142893 | 0.641976 | normal | 0 |
0.45345 | 8,902 | 91,502 | 3 | 0 | 21 | 0 | 1 | 0 | 0 | 119 | 47 | 0.152721 | 0.041844 | probe | 1 |
37.715704 | 7,745 | 52,894 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 162 | 47 | 0.176336 | 0.668219 | normal | 0 |
384.985309 | 37,083 | 29,010 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 184 | 94 | 0.132738 | 0.906406 | normal | 0 |
4.019777 | 6,000,216 | 50,595 | 4 | 1 | 0 | 2 | 0 | 0 | 0 | 26 | 28 | 0.907751 | 0.353912 | dos | 1 |
5.942439 | 38,516 | 80,607 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 413 | 57 | 0.04092 | 0.301188 | normal | 0 |
71.1052 | 6,784 | 79,638 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 59 | 24 | 0.138296 | 0.263224 | normal | 0 |
82.695404 | 26,771 | 16,437 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 456 | 18 | 0.166385 | 0.769164 | normal | 0 |
22.487162 | 7,044 | 65,699 | 0 | 0 | 27 | 1 | 1 | 0 | 0 | 127 | 21 | 0.186014 | 0.675487 | probe | 1 |
68.875045 | 40,482 | 13,697 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 182 | 5 | 0.122112 | 0.968901 | normal | 0 |
13.135314 | 22,183 | 19,173 | 1 | 0 | 6 | 2 | 1 | 0 | 0 | 127 | 16 | 0.1551 | 0.328323 | probe | 1 |
45.876876 | 41,053 | 16,197 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 275 | 77 | 0.073949 | 0.796481 | normal | 0 |
31.671465 | 23,636 | 95,213 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 8 | 33 | 0.144294 | 0.169198 | normal | 0 |
6.901666 | 9,308,566 | 94,784 | 2 | 2 | 0 | 0 | 1 | 0 | 0 | 255 | 53 | 0.806449 | 0.684503 | dos | 1 |
38.21344 | 572 | 74,981 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 12 | 46 | 0.068857 | 0.20719 | normal | 0 |
6.552175 | 25,832 | 75,057 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 82 | 77 | 0.020872 | 0.488361 | normal | 0 |
18.306352 | 37,287 | 74,713 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 397 | 69 | 0.05847 | 0.20747 | normal | 0 |
6.224716 | 2,869,008 | 76,916 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | 243 | 50 | 0.660232 | 0.71077 | dos | 1 |
88.342057 | 39,959 | 38,127 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 194 | 54 | 0.184211 | 0.98848 | normal | 0 |
150.860008 | 16,384 | 48,982 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 366 | 28 | 0.058667 | 0.62778 | normal | 0 |
165.433877 | 46,088 | 31,225 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 147 | 9 | 0.18799 | 0.464835 | normal | 0 |
21.367523 | 10,475 | 17,464 | 2 | 1 | 17 | 1 | 1 | 0 | 0 | 471 | 61 | 0.097907 | 0.764808 | probe | 1 |
79.987242 | 38,746 | 90,770 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 398 | 27 | 0.198592 | 0.853813 | normal | 0 |
19.494562 | 43,276 | 14,769 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 224 | 49 | 0.119039 | 0.508638 | normal | 0 |
16.044197 | 48,809 | 21,025 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 408 | 18 | 0.031561 | 0.076409 | normal | 0 |
85.327936 | 26,499 | 99,152 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 329 | 79 | 0.149335 | 0.874129 | normal | 0 |
45.651794 | 20,939 | 8,657 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 110 | 84 | 0.067618 | 0.688586 | normal | 0 |
81.655455 | 23,888 | 73,247 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 369 | 66 | 0.118081 | 0.758702 | normal | 0 |
69.010749 | 49,319 | 37,367 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 122 | 10 | 0.052559 | 0.698833 | normal | 0 |
11.447031 | 8,773,767 | 63,875 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 74 | 78 | 0.831689 | 0.62436 | dos | 1 |
27.231132 | 4,449,771 | 38,429 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 162 | 16 | 0.599966 | 0.026495 | dos | 1 |
3.33879 | 6,156 | 25,950 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 110 | 20 | 0.112124 | 0.773246 | normal | 0 |
10.323954 | 45,376 | 98,193 | 0 | 1 | 15 | 0 | 1 | 0 | 0 | 76 | 40 | 0.020615 | 0.867239 | probe | 1 |
21.45893 | 11,822 | 79,172 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 142 | 8 | 0.182434 | 0.685004 | normal | 0 |
4.679793 | 17,160 | 29,212 | 1 | 0 | 5 | 2 | 0 | 0 | 0 | 341 | 55 | 0.031266 | 0.036125 | probe | 1 |
79.092741 | 7,323 | 5,515 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 364 | 17 | 0.073355 | 0.38331 | normal | 0 |
400.602996 | 31,673 | 59,150 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 87 | 50 | 0.049939 | 0.514345 | normal | 0 |
13.847801 | 39,419 | 59,470 | 2 | 0 | 17 | 1 | 1 | 0 | 0 | 257 | 29 | 0.144036 | 0.833005 | probe | 1 |
14.169053 | 31,288 | 31,202 | 1 | 2 | 27 | 2 | 0 | 0 | 0 | 103 | 26 | 0.012973 | 0.385065 | probe | 1 |
95.818836 | 20,423 | 31,028 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 401 | 33 | 0.039092 | 0.911395 | normal | 0 |
12.475794 | 20,822 | 8,610 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 367 | 51 | 0.129535 | 0.563705 | normal | 0 |
48.838928 | 10,227 | 14,570 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 353 | 3 | 0.045842 | 0.312846 | normal | 0 |
132.383703 | 23,141 | 17,843 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 463 | 71 | 0.141013 | 0.261507 | normal | 0 |
97.463934 | 9,484 | 20,916 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 323 | 12 | 0.033349 | 0.053414 | normal | 0 |
66.256235 | 43,682 | 6,029 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 152 | 20 | 0.131302 | 0.90776 | normal | 0 |
1.746258 | 13,844 | 65,382 | 1 | 2 | 15 | 2 | 1 | 0 | 0 | 17 | 62 | 0.093662 | 0.539209 | probe | 1 |
162.529257 | 765 | 22,673 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 166 | 74 | 0.004866 | 0.226922 | normal | 0 |
31.905799 | 30,657 | 18,597 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 395 | 43 | 0.122208 | 0.14663 | normal | 0 |
171.746354 | 21,346 | 49,749 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 410 | 48 | 0.104075 | 0.007694 | normal | 0 |
94.574288 | 9,893 | 32,310 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 269 | 28 | 0.063165 | 0.480279 | normal | 0 |
46.638049 | 7,552 | 81,460 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 299 | 47 | 0.160253 | 0.305289 | normal | 0 |
4.145263 | 287 | 71,064 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 332 | 51 | 0.086657 | 0.323265 | normal | 0 |
12.052574 | 6,861,295 | 90,557 | 1 | 1 | 2 | 1 | 0 | 0 | 0 | 441 | 17 | 0.537144 | 0.078333 | dos | 1 |
1.207483 | 40,558 | 53,901 | 4 | 1 | 8 | 1 | 1 | 0 | 0 | 400 | 38 | 0.190875 | 0.97214 | probe | 1 |
170.360763 | 26,042 | 46 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 335 | 79 | 0.135395 | 0.651314 | normal | 0 |
85.532102 | 27,325 | 95,326 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 437 | 56 | 0.009586 | 0.366802 | normal | 0 |
62.796349 | 40,258 | 77,656 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 403 | 72 | 0.166584 | 0.348615 | normal | 0 |
12.699858 | 16,818 | 64,438 | 0 | 1 | 16 | 1 | 1 | 0 | 0 | 19 | 53 | 0.034505 | 0.448095 | probe | 1 |
11.041672 | 200,165 | 26,088 | 3 | 0 | 4 | 1 | 0 | 0 | 0 | 165 | 19 | 0.674881 | 0.543458 | dos | 1 |
103.368121 | 48,842 | 24,274 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 327 | 20 | 0.172341 | 0.550692 | normal | 0 |
36.730857 | 10,676 | 96,907 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 397 | 83 | 0.178129 | 0.518087 | normal | 0 |
1.714888 | 6,305,222 | 1,286 | 1 | 2 | 4 | 1 | 1 | 0 | 0 | 261 | 84 | 0.878011 | 0.740957 | dos | 1 |
121.038631 | 16,839 | 32,176 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 81 | 16 | 0.095026 | 0.490916 | normal | 0 |
40.044119 | 4,427 | 51,853 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 96 | 40 | 0.087452 | 0.895565 | normal | 0 |
15.782541 | 3,438 | 42,908 | 3 | 2 | 6 | 0 | 1 | 0 | 0 | 438 | 73 | 0.095107 | 0.069477 | probe | 1 |
13.391205 | 1,891,752 | 33,710 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 75 | 22 | 0.588274 | 0.602926 | dos | 1 |
19.193425 | 16,673 | 43,661 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 419 | 15 | 0.137709 | 0.740949 | normal | 0 |
8.089824 | 12,435 | 62,422 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 192 | 56 | 0.119867 | 0.075052 | normal | 0 |
120.265949 | 41,873 | 46,770 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 263 | 92 | 0.157946 | 0.391083 | normal | 0 |
200.337575 | 14,371 | 18,674 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 406 | 68 | 0.186179 | 0.66734 | normal | 0 |
164.735781 | 43,162 | 28,301 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 389 | 57 | 0.068717 | 0.79994 | normal | 0 |
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