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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4.886694 | 5,717 | 31,075 | 1 | 2 | 28 | 2 | 1 | 0 | 0 | 367 | 92 | 0.128163 | 0.701202 | probe | 1 |
8.485266 | 11,765 | 33,703 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 153 | 12 | 0.055691 | 0.140807 | normal | 0 |
0.671983 | 1,719,932 | 8,426 | 3 | 2 | 0 | 2 | 0 | 0 | 0 | 371 | 26 | 0.79705 | 0.553642 | dos | 1 |
20.80595 | 48,210 | 29,310 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 493 | 92 | 0.082731 | 0.857333 | normal | 0 |
74.853564 | 4,571 | 8,530 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 498 | 93 | 0.002252 | 0.206268 | normal | 0 |
116.106191 | 47,114 | 36,293 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 220 | 44 | 0.057581 | 0.012949 | normal | 0 |
67.51532 | 49,938 | 26,078 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 238 | 58 | 0.094057 | 0.881614 | normal | 0 |
108.059753 | 48,770 | 5,978 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 321 | 31 | 0.11829 | 0.373544 | normal | 0 |
45.400511 | 20,950 | 64,770 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 102 | 34 | 0.153529 | 0.734608 | normal | 0 |
2.831985 | 44,543 | 89,727 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 326 | 68 | 0.030913 | 0.412058 | normal | 0 |
365.21281 | 20,734 | 60,468 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 132 | 70 | 0.155028 | 0.35323 | normal | 0 |
171.154542 | 14,977 | 11,875 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 108 | 92 | 0.096956 | 0.923115 | normal | 0 |
7.625362 | 13,069 | 76,218 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 18 | 49 | 0.007326 | 0.780323 | normal | 0 |
59.634066 | 15,534 | 78,243 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 125 | 86 | 0.093829 | 0.322709 | normal | 0 |
100.791017 | 36,145 | 82,625 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 227 | 54 | 0.051609 | 0.118742 | normal | 0 |
21.145497 | 6,055 | 4,847 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 16 | 81 | 0.047636 | 0.234008 | normal | 0 |
86.272298 | 12,231 | 86,264 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 453 | 36 | 0.067708 | 0.228835 | normal | 0 |
2.614591 | 1,314,901 | 10,532 | 3 | 0 | 2 | 2 | 0 | 0 | 0 | 260 | 95 | 0.930949 | 0.534333 | dos | 1 |
23.352878 | 19,983 | 45,262 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 229 | 31 | 0.118318 | 0.276977 | normal | 0 |
15.223122 | 11,210 | 9,316 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 190 | 40 | 0.18545 | 0.813454 | normal | 0 |
142.280188 | 1,544 | 38,102 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 203 | 97 | 0.182253 | 0.521278 | normal | 0 |
22.675794 | 15,108 | 23,851 | 3 | 0 | 16 | 1 | 0 | 0 | 0 | 123 | 54 | 0.114586 | 0.416547 | probe | 1 |
27.976752 | 48,376 | 9,791 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 80 | 94 | 0.020839 | 0.380084 | normal | 0 |
133.894658 | 41,147 | 65,774 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 23 | 57 | 0.020797 | 0.012034 | normal | 0 |
133.206641 | 32,032 | 91,259 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 307 | 48 | 0.01426 | 0.584042 | normal | 0 |
32.351881 | 32,880 | 12,805 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 452 | 20 | 0.09957 | 0.715062 | normal | 0 |
206.017601 | 27,604 | 15,072 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 405 | 24 | 0.093684 | 0.89346 | normal | 0 |
116.555422 | 31,813 | 86,164 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 354 | 37 | 0.056934 | 0.233534 | normal | 0 |
1.38786 | 30,473 | 84,024 | 0 | 1 | 3 | 2 | 1 | 3 | 0 | 251 | 90 | 0.163716 | 0.853872 | u2r | 1 |
55.772447 | 21,760 | 75,931 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 242 | 55 | 0.035397 | 0.474923 | normal | 0 |
129.722063 | 48,408 | 20,052 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 90 | 24 | 0.171915 | 0.814896 | normal | 0 |
8.094437 | 431,049 | 4,631 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 364 | 94 | 0.648879 | 0.248315 | dos | 1 |
63.254287 | 20,871 | 84,082 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 359 | 91 | 0.13048 | 0.339107 | normal | 0 |
4.062127 | 5,189,218 | 14,939 | 1 | 2 | 1 | 2 | 1 | 0 | 0 | 155 | 70 | 0.825112 | 0.001528 | dos | 1 |
77.543927 | 15,058 | 6,474 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 396 | 50 | 0.168372 | 0.21379 | normal | 0 |
5.119179 | 6,779,943 | 93,729 | 2 | 0 | 3 | 0 | 0 | 0 | 0 | 276 | 75 | 0.875823 | 0.555138 | dos | 1 |
79.012625 | 38,638 | 84,853 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 173 | 79 | 0.063441 | 0.723018 | normal | 0 |
8.342699 | 2,056,945 | 35,876 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 484 | 13 | 0.887661 | 0.118647 | dos | 1 |
25.950105 | 1,626,417 | 63,784 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 301 | 60 | 0.880991 | 0.667202 | dos | 1 |
75.925599 | 27,125 | 33,232 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 421 | 46 | 0.198555 | 0.592824 | normal | 0 |
151.441297 | 6,299 | 10,226 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 424 | 46 | 0.193205 | 0.71864 | normal | 0 |
106.103977 | 17,580 | 54,492 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 88 | 38 | 0.168208 | 0.618268 | normal | 0 |
1.987359 | 17,453 | 92,897 | 3 | 2 | 1 | 5 | 0 | 0 | 0 | 403 | 98 | 0.144925 | 0.907023 | r2l | 1 |
366.515637 | 36,119 | 35,688 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 118 | 58 | 0.003254 | 0.954188 | normal | 0 |
11.405994 | 293 | 49,962 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 146 | 81 | 0.068376 | 0.304566 | normal | 0 |
23.168602 | 27,520 | 5,909 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 235 | 21 | 0.030681 | 0.734011 | normal | 0 |
41.750623 | 24,035 | 22,362 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 262 | 1 | 0.197809 | 0.656087 | normal | 0 |
25.951204 | 13,147 | 6,629 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 271 | 80 | 0.107078 | 0.577247 | normal | 0 |
5.256202 | 17,736 | 16,782 | 2 | 0 | 2 | 9 | 1 | 0 | 0 | 230 | 23 | 0.079501 | 0.206023 | r2l | 1 |
4.035411 | 17,278 | 56,852 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 357 | 39 | 0.033976 | 0.159843 | normal | 0 |
1.608088 | 1,727,879 | 66,611 | 1 | 1 | 3 | 0 | 0 | 0 | 0 | 473 | 49 | 0.870259 | 0.50528 | dos | 1 |
34.721588 | 34,494 | 73,134 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 434 | 3 | 0.197613 | 0.259784 | normal | 0 |
114.994487 | 16,182 | 31,633 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 448 | 12 | 0.117131 | 0.564332 | normal | 0 |
208.638465 | 46,818 | 83,782 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 354 | 29 | 0.042477 | 0.374894 | normal | 0 |
160.192506 | 43,901 | 93,391 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 161 | 73 | 0.089141 | 0.203963 | normal | 0 |
53.08722 | 38,058 | 21,922 | 0 | 1 | 2 | 19 | 0 | 0 | 0 | 411 | 91 | 0.196848 | 0.166694 | r2l | 1 |
11.197981 | 41,150 | 79,307 | 4 | 1 | 21 | 2 | 1 | 0 | 0 | 329 | 20 | 0.159367 | 0.146057 | probe | 1 |
3.048255 | 44,737 | 84,486 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 353 | 64 | 0.098299 | 0.029934 | normal | 0 |
37.184192 | 7,343 | 11,432 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 443 | 96 | 0.130973 | 0.954147 | normal | 0 |
163.981359 | 30,411 | 50,825 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 233 | 42 | 0.055605 | 0.939628 | normal | 0 |
9.943934 | 47,648 | 92,861 | 0 | 0 | 29 | 2 | 1 | 0 | 0 | 401 | 36 | 0.095094 | 0.018437 | probe | 1 |
18.526798 | 7,464 | 26,560 | 3 | 1 | 5 | 1 | 1 | 0 | 0 | 373 | 32 | 0.120586 | 0.516696 | probe | 1 |
22.854296 | 8,226,453 | 20,537 | 3 | 2 | 3 | 0 | 0 | 0 | 0 | 484 | 46 | 0.80263 | 0.299495 | dos | 1 |
22.068773 | 11,811 | 28,343 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 368 | 51 | 0.067964 | 0.940136 | normal | 0 |
49.954195 | 17,804 | 16,125 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 323 | 33 | 0.155796 | 0.948574 | normal | 0 |
66.910546 | 36,327 | 66,193 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 350 | 79 | 0.09148 | 0.153596 | normal | 0 |
43.010332 | 2,469 | 64,960 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 424 | 58 | 0.06764 | 0.849879 | normal | 0 |
276.412782 | 18,952 | 52,408 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 272 | 8 | 0.060599 | 0.608993 | normal | 0 |
82.674783 | 43,653 | 85,974 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 277 | 68 | 0.15934 | 0.398026 | normal | 0 |
185.08261 | 26,333 | 26,086 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 43 | 57 | 0.019002 | 0.66612 | normal | 0 |
1.824015 | 11,669 | 31,184 | 2 | 2 | 9 | 1 | 0 | 0 | 0 | 167 | 46 | 0.138781 | 0.98098 | probe | 1 |
5.90269 | 6,465,475 | 55,485 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 182 | 55 | 0.655624 | 0.760339 | dos | 1 |
68.694396 | 16,829 | 9,577 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 73 | 32 | 0.023779 | 0.326599 | normal | 0 |
0.217615 | 31,534 | 31,085 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 237 | 19 | 0.023748 | 0.838623 | normal | 0 |
95.053959 | 28,557 | 96,448 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 198 | 90 | 0.052798 | 0.877093 | normal | 0 |
10.341682 | 1,003,217 | 66,307 | 4 | 0 | 1 | 1 | 1 | 0 | 0 | 350 | 8 | 0.663109 | 0.414673 | dos | 1 |
27.676338 | 6,499,961 | 97,266 | 4 | 1 | 3 | 2 | 0 | 0 | 0 | 174 | 37 | 0.592838 | 0.89029 | dos | 1 |
1.141371 | 6,702,608 | 18,958 | 1 | 1 | 4 | 2 | 1 | 0 | 0 | 174 | 58 | 0.988801 | 0.109128 | dos | 1 |
1.045388 | 8,419,158 | 51,348 | 2 | 0 | 3 | 2 | 1 | 0 | 0 | 472 | 37 | 0.509082 | 0.186471 | dos | 1 |
326.172578 | 27,382 | 63,636 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 266 | 84 | 0.041305 | 0.184197 | normal | 0 |
46.857248 | 6,392 | 63,738 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 182 | 30 | 0.085 | 0.352463 | normal | 0 |
78.24666 | 34,780 | 47,538 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 290 | 12 | 0.178154 | 0.993654 | normal | 0 |
190.545048 | 31,237 | 40,701 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 489 | 98 | 0.084604 | 0.543278 | normal | 0 |
17.652884 | 1,180,610 | 39,125 | 3 | 2 | 3 | 2 | 1 | 0 | 0 | 382 | 94 | 0.807436 | 0.674278 | dos | 1 |
15.345104 | 11,977 | 86,635 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 375 | 58 | 0.086325 | 0.306786 | normal | 0 |
33.112114 | 22,579 | 83,917 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 359 | 88 | 0.020701 | 0.897764 | normal | 0 |
229.385164 | 24,534 | 34,850 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 288 | 22 | 0.058336 | 0.956081 | normal | 0 |
22.566066 | 8,158 | 27,004 | 2 | 1 | 4 | 8 | 0 | 0 | 0 | 474 | 78 | 0.027636 | 0.736865 | r2l | 1 |
39.931565 | 38,548 | 8,963 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 313 | 23 | 0.194119 | 0.88834 | normal | 0 |
62.481644 | 19,744 | 39,131 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 156 | 66 | 0.043002 | 0.756493 | normal | 0 |
187.805765 | 2,212 | 66,699 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 133 | 36 | 0.167784 | 0.926413 | normal | 0 |
277.60071 | 26,158 | 72,477 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 246 | 52 | 0.1507 | 0.111997 | normal | 0 |
55.479547 | 41,735 | 88,328 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 323 | 59 | 0.16787 | 0.947607 | normal | 0 |
2.515252 | 9,540,711 | 70,418 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 71 | 78 | 0.693957 | 0.331326 | dos | 1 |
17.609192 | 425 | 81,821 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 214 | 60 | 0.109285 | 0.178512 | normal | 0 |
3.078586 | 48,800 | 70,592 | 4 | 2 | 24 | 1 | 1 | 0 | 0 | 478 | 64 | 0.198709 | 0.924245 | probe | 1 |
298.085981 | 19,747 | 3,693 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 28 | 32 | 0.187589 | 0.325696 | normal | 0 |
71.269731 | 40,907 | 87,596 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 344 | 82 | 0.042503 | 0.121638 | normal | 0 |
1.144569 | 18,619 | 93,462 | 3 | 0 | 4 | 12 | 1 | 0 | 0 | 25 | 89 | 0.196532 | 0.627883 | r2l | 1 |
66.941185 | 15,917 | 92,491 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 254 | 89 | 0.187581 | 0.682465 | normal | 0 |
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