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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
160.064822 | 25,958 | 5,243 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 303 | 38 | 0.065958 | 0.659342 | normal | 0 |
129.434414 | 7,000 | 63,083 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 54 | 67 | 0.053575 | 0.007971 | normal | 0 |
8.536064 | 30,805 | 91,694 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 458 | 12 | 0.133126 | 0.963459 | normal | 0 |
13.62958 | 8,682 | 91,333 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 168 | 59 | 0.049136 | 0.349291 | normal | 0 |
12.569664 | 43,003 | 82,482 | 2 | 2 | 6 | 2 | 1 | 0 | 0 | 408 | 38 | 0.180847 | 0.13104 | probe | 1 |
146.589574 | 6,232 | 14,917 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 443 | 11 | 0.038605 | 0.003776 | normal | 0 |
6.024543 | 35,505 | 8,054 | 0 | 2 | 1 | 18 | 1 | 0 | 0 | 165 | 46 | 0.188408 | 0.735924 | r2l | 1 |
29.301285 | 38,835 | 53,334 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 216 | 66 | 0.150039 | 0.700313 | normal | 0 |
0.332001 | 2,356,643 | 49,113 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 481 | 47 | 0.614635 | 0.884262 | dos | 1 |
26.978921 | 27,366 | 95,306 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 269 | 34 | 0.079906 | 0.633131 | normal | 0 |
2.978236 | 40,774 | 65,216 | 0 | 0 | 9 | 1 | 1 | 0 | 0 | 485 | 59 | 0.057214 | 0.725255 | probe | 1 |
12.263581 | 46,307 | 76,565 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 71 | 69 | 0.129497 | 0.953689 | normal | 0 |
13.609831 | 20,588 | 73,036 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 404 | 94 | 0.051581 | 0.067832 | normal | 0 |
7.460275 | 14,553 | 41,704 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 282 | 19 | 0.149248 | 0.971188 | normal | 0 |
118.281842 | 3,638 | 96,187 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 106 | 20 | 0.193257 | 0.006172 | normal | 0 |
1.259307 | 15,291 | 41,329 | 1 | 1 | 21 | 2 | 1 | 0 | 0 | 472 | 2 | 0.05596 | 0.530183 | probe | 1 |
96.16313 | 2,847 | 79,765 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 248 | 60 | 0.095296 | 0.243257 | normal | 0 |
211.445582 | 18,158 | 64,387 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 93 | 31 | 0.085009 | 0.108427 | normal | 0 |
13.320108 | 5,783,899 | 51,243 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 346 | 50 | 0.638826 | 0.229333 | dos | 1 |
61.938183 | 9,223 | 50,472 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 56 | 38 | 0.084267 | 0.917893 | normal | 0 |
13.419409 | 24,800 | 38,654 | 1 | 0 | 4 | 17 | 1 | 0 | 0 | 96 | 17 | 0.093988 | 0.361632 | r2l | 1 |
23.782742 | 8,432,362 | 41,425 | 3 | 1 | 4 | 0 | 1 | 0 | 0 | 40 | 96 | 0.580993 | 0.693085 | dos | 1 |
11.929118 | 31,147 | 31,993 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 312 | 25 | 0.053422 | 0.174525 | normal | 0 |
7.659475 | 40,933 | 28,069 | 3 | 2 | 26 | 2 | 1 | 0 | 0 | 232 | 65 | 0.166211 | 0.649225 | probe | 1 |
2.308515 | 13,404 | 95,120 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 115 | 16 | 0.033813 | 0.668379 | normal | 0 |
79.824897 | 2,965 | 33,240 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 317 | 84 | 0.077969 | 0.081957 | normal | 0 |
36.975365 | 24,934 | 75,024 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 145 | 3 | 0.024359 | 0.339712 | normal | 0 |
70.027684 | 11,960 | 23,516 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 58 | 77 | 0.003007 | 0.963729 | normal | 0 |
1.364972 | 791,188 | 16,619 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 448 | 47 | 0.877218 | 0.49636 | dos | 1 |
5.668757 | 11,425 | 70,701 | 0 | 1 | 25 | 2 | 0 | 0 | 0 | 383 | 52 | 0.081993 | 0.883026 | probe | 1 |
81.386672 | 42,031 | 1,678 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 161 | 22 | 0.185232 | 0.343189 | normal | 0 |
141.083754 | 29,050 | 20,712 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 56 | 28 | 0.151607 | 0.713742 | normal | 0 |
8.238837 | 34,014 | 22,944 | 3 | 1 | 1 | 3 | 0 | 0 | 0 | 99 | 31 | 0.172252 | 0.361153 | r2l | 1 |
48.357715 | 21,168 | 6,064 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 231 | 7 | 0.067046 | 0.532052 | normal | 0 |
31.230637 | 26,995 | 82,185 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 426 | 34 | 0.129317 | 0.999517 | normal | 0 |
171.791289 | 45,108 | 6,333 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 415 | 30 | 0.004915 | 0.430493 | normal | 0 |
14.84362 | 45,657 | 64,694 | 0 | 2 | 15 | 2 | 1 | 0 | 0 | 175 | 25 | 0.138589 | 0.24803 | probe | 1 |
204.94668 | 11,632 | 67,940 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 404 | 67 | 0.080137 | 0.667471 | normal | 0 |
4.57077 | 9,802,992 | 29,218 | 1 | 2 | 1 | 0 | 1 | 0 | 0 | 427 | 99 | 0.746987 | 0.022755 | dos | 1 |
14.30585 | 4,177,103 | 46,584 | 3 | 0 | 3 | 2 | 1 | 0 | 0 | 363 | 66 | 0.744997 | 0.324243 | dos | 1 |
12.713305 | 8,138 | 30,177 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 144 | 91 | 0.198941 | 0.708301 | normal | 0 |
17.556642 | 33,227 | 15,711 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 454 | 67 | 0.131352 | 0.400592 | normal | 0 |
1.328726 | 3,382,530 | 75,093 | 2 | 0 | 2 | 2 | 1 | 0 | 0 | 140 | 92 | 0.928795 | 0.79827 | dos | 1 |
353.743198 | 48,475 | 16,003 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 359 | 54 | 0.177734 | 0.510559 | normal | 0 |
1.479806 | 1,306,007 | 47,988 | 4 | 0 | 2 | 2 | 0 | 0 | 0 | 128 | 75 | 0.810424 | 0.101753 | dos | 1 |
63.590423 | 49,542 | 98,113 | 1 | 2 | 0 | 8 | 1 | 0 | 0 | 145 | 57 | 0.18382 | 0.798701 | r2l | 1 |
3.894958 | 14,471 | 83,872 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 321 | 69 | 0.066846 | 0.961185 | normal | 0 |
5.818627 | 6,467,459 | 41,032 | 4 | 1 | 2 | 2 | 1 | 0 | 0 | 446 | 17 | 0.748857 | 0.071825 | dos | 1 |
6.016507 | 575,750 | 53,024 | 4 | 0 | 1 | 2 | 0 | 0 | 0 | 456 | 27 | 0.56604 | 0.980568 | dos | 1 |
3.575781 | 8,202,127 | 66,219 | 2 | 2 | 0 | 2 | 0 | 0 | 0 | 199 | 73 | 0.782141 | 0.299762 | dos | 1 |
5.787006 | 22,158 | 66,511 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 243 | 57 | 0.029447 | 0.570907 | normal | 0 |
296.074063 | 28,534 | 11,411 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 315 | 97 | 0.119922 | 0.07895 | normal | 0 |
22.414188 | 22,748 | 48,446 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 330 | 67 | 0.019471 | 0.81928 | normal | 0 |
36.055971 | 6,435 | 89,266 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 216 | 28 | 0.061819 | 0.440611 | normal | 0 |
67.5194 | 11,839 | 24,433 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 474 | 20 | 0.029195 | 0.427476 | normal | 0 |
12.575116 | 3,647,890 | 96,909 | 3 | 1 | 4 | 2 | 0 | 0 | 0 | 387 | 31 | 0.633225 | 0.940682 | dos | 1 |
110.119954 | 43,464 | 29,986 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 98 | 47 | 0.197509 | 0.392949 | normal | 0 |
368.121956 | 33,347 | 93,805 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 380 | 93 | 0.027515 | 0.697043 | normal | 0 |
93.248742 | 37,760 | 59,888 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 34 | 35 | 0.046219 | 0.950418 | normal | 0 |
4.916657 | 7,495,108 | 11,424 | 1 | 1 | 3 | 0 | 1 | 0 | 0 | 343 | 28 | 0.958871 | 0.939357 | dos | 1 |
9.212105 | 24,042 | 32,828 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 227 | 70 | 0.177048 | 0.821558 | normal | 0 |
98.835733 | 7,197 | 38,983 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 399 | 55 | 0.077088 | 0.934937 | normal | 0 |
60.486121 | 33,967 | 99,764 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 65 | 47 | 0.013361 | 0.391563 | normal | 0 |
1.095715 | 6,774,472 | 57,825 | 4 | 1 | 3 | 1 | 1 | 0 | 0 | 438 | 53 | 0.927299 | 0.605304 | dos | 1 |
49.136799 | 14,402 | 28,786 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 64 | 28 | 0.03318 | 0.465594 | normal | 0 |
113.772994 | 46,517 | 5,325 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 265 | 36 | 0.135591 | 0.497897 | normal | 0 |
5.65021 | 25,151 | 81,201 | 2 | 1 | 2 | 19 | 1 | 0 | 0 | 308 | 49 | 0.085814 | 0.707069 | r2l | 1 |
4.038081 | 9,232,234 | 29,582 | 3 | 0 | 4 | 0 | 0 | 0 | 0 | 201 | 48 | 0.519303 | 0.050445 | dos | 1 |
5.298771 | 17,400 | 12,841 | 3 | 0 | 3 | 13 | 0 | 0 | 0 | 480 | 53 | 0.189884 | 0.883286 | r2l | 1 |
36.249691 | 37,612 | 6,001 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 304 | 75 | 0.12553 | 0.951936 | normal | 0 |
29.286728 | 10,501 | 65,115 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 241 | 24 | 0.013657 | 0.325012 | normal | 0 |
6.792293 | 9,651 | 3,651 | 4 | 0 | 6 | 2 | 1 | 0 | 0 | 275 | 43 | 0.157298 | 0.424007 | probe | 1 |
181.245004 | 18,705 | 40,776 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 91 | 25 | 0.161387 | 0.922072 | normal | 0 |
1.777479 | 6,188,035 | 74,902 | 2 | 0 | 0 | 1 | 1 | 0 | 0 | 56 | 52 | 0.89216 | 0.255039 | dos | 1 |
218.360735 | 38,982 | 10,787 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 475 | 34 | 0.076146 | 0.91064 | normal | 0 |
13.406341 | 11,113 | 45,195 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 75 | 5 | 0.04455 | 0.826517 | normal | 0 |
6.748872 | 45,385 | 52,958 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 104 | 45 | 0.11069 | 0.939038 | normal | 0 |
82.783299 | 8,994 | 25,065 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 91 | 22 | 0.124944 | 0.217682 | normal | 0 |
69.804273 | 16,601 | 26,506 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 214 | 1 | 0.105865 | 0.737293 | normal | 0 |
67.576821 | 43,160 | 99,200 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 78 | 16 | 0.149421 | 0.291685 | normal | 0 |
2.998872 | 19,747 | 4,300 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 406 | 37 | 0.101052 | 0.783891 | r2l | 1 |
33.835325 | 4,767 | 86,920 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 262 | 39 | 0.19277 | 0.795803 | normal | 0 |
108.752184 | 43,020 | 40,318 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 218 | 94 | 0.075738 | 0.111226 | normal | 0 |
4.688275 | 8,702,121 | 81,466 | 2 | 2 | 1 | 0 | 1 | 0 | 0 | 492 | 75 | 0.940412 | 0.050962 | dos | 1 |
40.758255 | 15,600 | 72,415 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 195 | 76 | 0.091503 | 0.392938 | normal | 0 |
175.158152 | 23,282 | 94,828 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 258 | 95 | 0.059716 | 0.830715 | normal | 0 |
15.767037 | 4,880,065 | 53,890 | 3 | 2 | 3 | 2 | 1 | 0 | 0 | 373 | 19 | 0.980736 | 0.187867 | dos | 1 |
50.02325 | 40,526 | 53,228 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 230 | 88 | 0.110208 | 0.574262 | normal | 0 |
11.018857 | 1,299,609 | 41,501 | 4 | 0 | 3 | 2 | 0 | 0 | 0 | 419 | 25 | 0.783023 | 0.09483 | dos | 1 |
19.294941 | 9,903,241 | 73,211 | 2 | 0 | 1 | 0 | 0 | 0 | 0 | 88 | 48 | 0.647964 | 0.122759 | dos | 1 |
28.004697 | 47,676 | 97,471 | 1 | 1 | 2 | 5 | 0 | 0 | 0 | 87 | 80 | 0.116508 | 0.636434 | r2l | 1 |
24.201099 | 33,914 | 50,417 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 460 | 98 | 0.141886 | 0.702724 | normal | 0 |
247.446721 | 29,010 | 63,578 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 132 | 48 | 0.03843 | 0.247295 | normal | 0 |
21.007879 | 47,824 | 70,657 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 94 | 82 | 0.180848 | 0.698742 | normal | 0 |
4.963491 | 38,250 | 50,128 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 460 | 29 | 0.113008 | 0.121357 | normal | 0 |
10.523496 | 47,875 | 49,760 | 3 | 0 | 13 | 2 | 1 | 0 | 0 | 95 | 6 | 0.018411 | 0.532673 | probe | 1 |
129.816021 | 20,287 | 16,848 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 59 | 16 | 0.095774 | 0.411219 | normal | 0 |
256.751577 | 25,281 | 47,076 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 14 | 75 | 0.137342 | 0.412454 | normal | 0 |
11.487324 | 7,909,810 | 32,028 | 3 | 0 | 0 | 2 | 1 | 0 | 0 | 480 | 31 | 0.906874 | 0.045219 | dos | 1 |
303.319631 | 5,519 | 80,648 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 241 | 11 | 0.017093 | 0.143026 | normal | 0 |
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