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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
238.384517 | 49,667 | 1,569 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 97 | 55 | 0.105748 | 0.409507 | normal | 0 |
74.781127 | 29,895 | 76,977 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 81 | 71 | 0.058277 | 0.351733 | normal | 0 |
83.5113 | 38,375 | 30,751 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 99 | 15 | 0.165354 | 0.570061 | normal | 0 |
19.386736 | 5,882 | 41,257 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 103 | 80 | 0.168774 | 0.023434 | normal | 0 |
69.047081 | 46,771 | 68,768 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 189 | 14 | 0.108653 | 0.531849 | normal | 0 |
250.358319 | 18,862 | 96,118 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 42 | 48 | 0.161183 | 0.516711 | normal | 0 |
81.807135 | 25,337 | 41,741 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 133 | 22 | 0.154965 | 0.332238 | normal | 0 |
6.72737 | 12,746 | 37,275 | 2 | 0 | 4 | 7 | 1 | 0 | 0 | 307 | 23 | 0.051548 | 0.32215 | r2l | 1 |
3.167733 | 7,393 | 41,382 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 35 | 22 | 0.179556 | 0.473752 | normal | 0 |
40.992771 | 49,540 | 9,309 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 313 | 19 | 0.040596 | 0.626565 | normal | 0 |
85.001368 | 35,468 | 4,638 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 252 | 65 | 0.124276 | 0.129091 | normal | 0 |
4.354788 | 18,209 | 63,639 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 442 | 35 | 0.185631 | 0.140634 | normal | 0 |
94.107683 | 14,432 | 53,123 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 315 | 45 | 0.051597 | 0.908983 | normal | 0 |
2.614354 | 8,906,813 | 7,629 | 2 | 2 | 1 | 2 | 1 | 0 | 0 | 200 | 86 | 0.972307 | 0.312224 | dos | 1 |
152.986671 | 31,259 | 32,520 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 49 | 96 | 0.148114 | 0.264091 | normal | 0 |
2.931365 | 33,584 | 56,675 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 358 | 82 | 0.16745 | 0.422605 | normal | 0 |
151.798674 | 19,896 | 43,845 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 294 | 99 | 0.018864 | 0.782932 | normal | 0 |
73.579803 | 5,423 | 57,879 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 21 | 35 | 0.002267 | 0.72309 | normal | 0 |
46.287602 | 28,698 | 2,265 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 420 | 79 | 0.187243 | 0.786764 | normal | 0 |
9.8965 | 4,762,029 | 91,489 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 99 | 39 | 0.944223 | 0.776153 | dos | 1 |
17.449572 | 20,564 | 36,416 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 20 | 55 | 0.140983 | 0.760426 | normal | 0 |
77.941364 | 11,354 | 32,144 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 462 | 33 | 0.061779 | 0.671358 | normal | 0 |
38.710687 | 31,652 | 58,467 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 173 | 27 | 0.059125 | 0.267031 | normal | 0 |
74.96887 | 35,228 | 98,724 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 230 | 69 | 0.126479 | 0.355831 | normal | 0 |
80.357709 | 26,809 | 6,572 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 123 | 70 | 0.041171 | 0.749172 | normal | 0 |
9.370454 | 2,046 | 97,555 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 244 | 72 | 0.142649 | 0.558132 | normal | 0 |
108.215391 | 3,612 | 65,850 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 430 | 27 | 0.042596 | 0.060759 | normal | 0 |
100.643837 | 8,218 | 39,001 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 14 | 38 | 0.004316 | 0.935987 | normal | 0 |
146.736245 | 1,451 | 95,626 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 403 | 99 | 0.177238 | 0.765847 | normal | 0 |
9.503456 | 48,478 | 18,870 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 326 | 72 | 0.133602 | 0.827012 | normal | 0 |
35.276623 | 47,685 | 21,754 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 378 | 81 | 0.155916 | 0.984918 | normal | 0 |
105.013817 | 19,559 | 21,739 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 127 | 94 | 0.123034 | 0.622519 | normal | 0 |
14.702873 | 20,388 | 68,153 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 179 | 54 | 0.148253 | 0.547126 | normal | 0 |
113.195672 | 10,639 | 49,251 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 366 | 22 | 0.033762 | 0.455853 | normal | 0 |
6.084053 | 17,011 | 58,234 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 478 | 40 | 0.008581 | 0.601203 | normal | 0 |
6.56987 | 10,945 | 29,669 | 1 | 0 | 16 | 2 | 1 | 0 | 0 | 259 | 21 | 0.167618 | 0.688732 | probe | 1 |
187.543105 | 46,970 | 11,724 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 259 | 90 | 0.141358 | 0.146524 | normal | 0 |
148.851001 | 11,266 | 42,381 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 435 | 85 | 0.127599 | 0.576636 | normal | 0 |
103.496367 | 13,567 | 36,811 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 182 | 18 | 0.068285 | 0.588025 | normal | 0 |
204.375334 | 15,893 | 24,820 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 34 | 14 | 0.181558 | 0.259381 | normal | 0 |
123.535871 | 46,536 | 85,372 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 186 | 42 | 0.028613 | 0.078703 | normal | 0 |
73.266816 | 22,131 | 92,211 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 235 | 54 | 0.14671 | 0.103188 | normal | 0 |
389.799685 | 21,644 | 22,689 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 3 | 15 | 0.097991 | 0.524565 | normal | 0 |
118.697174 | 42,341 | 11,454 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 221 | 3 | 0.194887 | 0.012509 | normal | 0 |
91.971453 | 38,353 | 59,513 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 21 | 95 | 0.093927 | 0.206738 | normal | 0 |
1.135256 | 2,905,181 | 93,594 | 3 | 0 | 4 | 0 | 0 | 0 | 0 | 85 | 6 | 0.741669 | 0.950609 | dos | 1 |
232.700585 | 47,043 | 1,013 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 3 | 81 | 0.115941 | 0.755962 | normal | 0 |
35.056379 | 3,379 | 4,389 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 165 | 2 | 0.163228 | 0.774998 | normal | 0 |
0.926236 | 23,216 | 245 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 17 | 5 | 0.135814 | 0.041498 | normal | 0 |
21.907748 | 13,118 | 45,027 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 406 | 88 | 0.028279 | 0.17508 | normal | 0 |
11.599182 | 15,840 | 58,551 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 266 | 30 | 0.000379 | 0.475596 | normal | 0 |
38.418383 | 44,354 | 69,056 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 300 | 40 | 0.011076 | 0.87389 | normal | 0 |
174.800297 | 20,420 | 26,969 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 51 | 99 | 0.098474 | 0.496121 | normal | 0 |
105.420223 | 33,912 | 75,367 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 136 | 47 | 0.017956 | 0.464793 | normal | 0 |
3.834536 | 14,582 | 85,396 | 2 | 2 | 11 | 0 | 0 | 0 | 0 | 170 | 98 | 0.001542 | 0.029259 | probe | 1 |
7.497724 | 3,539 | 56,735 | 2 | 2 | 1 | 2 | 1 | 9 | 1 | 114 | 15 | 0.097415 | 0.994508 | u2r | 1 |
70.162273 | 16,796 | 76,376 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 460 | 34 | 0.029558 | 0.291945 | normal | 0 |
71.890534 | 16,048 | 36,363 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 204 | 19 | 0.047262 | 0.520045 | normal | 0 |
44.959284 | 41,375 | 80,472 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 14 | 49 | 0.04859 | 0.556875 | normal | 0 |
199.964279 | 43,510 | 40,601 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 145 | 8 | 0.035703 | 0.334341 | normal | 0 |
38.320565 | 1,990 | 82,959 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 249 | 14 | 0.140694 | 0.658613 | normal | 0 |
9.887025 | 13,859 | 39,117 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 17 | 49 | 0.194434 | 0.915413 | normal | 0 |
9.625719 | 20,705 | 79,341 | 1 | 0 | 11 | 0 | 0 | 0 | 0 | 350 | 12 | 0.004656 | 0.885516 | probe | 1 |
125.650738 | 12,292 | 10,913 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 172 | 33 | 0.033758 | 0.782643 | normal | 0 |
107.172274 | 23,462 | 31,600 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 269 | 33 | 0.096372 | 0.186556 | normal | 0 |
20.827606 | 25,171 | 24,471 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 6 | 83 | 0.151183 | 0.886113 | normal | 0 |
5.479364 | 7,278,606 | 60,103 | 3 | 2 | 0 | 2 | 1 | 0 | 0 | 211 | 85 | 0.626814 | 0.793258 | dos | 1 |
108.135926 | 26,768 | 9,178 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 26 | 50 | 0.160095 | 0.839604 | normal | 0 |
112.817551 | 15,790 | 17,343 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 377 | 55 | 0.113555 | 0.445839 | normal | 0 |
45.594237 | 46,119 | 2,252 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 205 | 15 | 0.11793 | 0.944187 | normal | 0 |
15.076812 | 7,165,324 | 37,020 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 245 | 56 | 0.90766 | 0.442681 | dos | 1 |
382.608404 | 3,007 | 21,918 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 158 | 83 | 0.013989 | 0.515835 | normal | 0 |
6.443889 | 32,839 | 21,310 | 2 | 1 | 25 | 2 | 1 | 0 | 0 | 124 | 32 | 0.19314 | 0.36958 | probe | 1 |
86.054556 | 3,243 | 65,834 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 230 | 14 | 0.149787 | 0.027889 | normal | 0 |
0.536067 | 9,019 | 81,938 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 306 | 95 | 0.158644 | 0.397015 | normal | 0 |
124.846261 | 21,874 | 65,079 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 279 | 20 | 0.030153 | 0.519872 | normal | 0 |
53.491703 | 7,674 | 90,811 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 197 | 98 | 0.00319 | 0.327906 | normal | 0 |
21.476528 | 42,527 | 61,482 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 368 | 84 | 0.127979 | 0.130298 | normal | 0 |
11.724526 | 9,406 | 31,023 | 4 | 1 | 6 | 1 | 1 | 0 | 0 | 11 | 10 | 0.150252 | 0.234922 | probe | 1 |
166.415177 | 1,777 | 88,359 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 254 | 71 | 0.185265 | 0.735781 | normal | 0 |
11.784535 | 34,911 | 81,185 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 471 | 67 | 0.039094 | 0.827502 | normal | 0 |
4.185978 | 7,781 | 32,109 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 273 | 23 | 0.139002 | 0.371867 | normal | 0 |
40.65834 | 28,640 | 49,776 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 361 | 10 | 0.020973 | 0.612821 | normal | 0 |
98.347399 | 31,814 | 17,536 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 276 | 99 | 0.133547 | 0.65691 | normal | 0 |
157.706524 | 3,214 | 66,834 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 30 | 81 | 0.132432 | 0.282962 | normal | 0 |
78.979575 | 46,521 | 32,000 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 461 | 85 | 0.079274 | 0.108157 | normal | 0 |
86.928496 | 4,953 | 82,295 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 83 | 56 | 0.121177 | 0.80454 | normal | 0 |
7.468492 | 27,519 | 54,359 | 0 | 0 | 2 | 9 | 1 | 0 | 0 | 287 | 30 | 0.122691 | 0.252158 | r2l | 1 |
75.25647 | 40,963 | 88,279 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 199 | 3 | 0.043079 | 0.905213 | normal | 0 |
26.82492 | 2,378,050 | 66,918 | 3 | 1 | 2 | 0 | 1 | 0 | 0 | 237 | 2 | 0.813107 | 0.052211 | dos | 1 |
72.611952 | 31,205 | 71,136 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 68 | 25 | 0.125791 | 0.035015 | normal | 0 |
212.408946 | 6,699 | 75,035 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 72 | 69 | 0.08192 | 0.5721 | normal | 0 |
26.855499 | 29,546 | 46,892 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 12 | 7 | 0.05475 | 0.506753 | normal | 0 |
30.651644 | 2,441 | 41,442 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 400 | 1 | 0.141047 | 0.433713 | normal | 0 |
3.089379 | 45,112 | 91,159 | 0 | 0 | 9 | 1 | 1 | 0 | 0 | 316 | 32 | 0.079749 | 0.121173 | probe | 1 |
171.184032 | 17,593 | 81,127 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 137 | 97 | 0.137789 | 0.202374 | normal | 0 |
53.064965 | 27,317 | 70,699 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 434 | 37 | 0.117471 | 0.903544 | normal | 0 |
9.281351 | 22,956 | 74,646 | 2 | 1 | 16 | 2 | 0 | 0 | 0 | 265 | 76 | 0.039761 | 0.521871 | probe | 1 |
398.184035 | 7,508 | 94,195 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 252 | 67 | 0.1865 | 0.745984 | normal | 0 |
261.460585 | 35,941 | 55,373 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 342 | 19 | 0.109575 | 0.076826 | normal | 0 |
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