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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
163.834773 | 22,031 | 75,883 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 350 | 23 | 0.144036 | 0.360493 | normal | 0 |
7.430544 | 3,394 | 39,629 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 260 | 96 | 0.008255 | 0.100592 | normal | 0 |
28.623474 | 20,038 | 17,067 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 115 | 69 | 0.041306 | 0.152068 | normal | 0 |
170.965548 | 31,025 | 83,963 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 181 | 61 | 0.034286 | 0.099835 | normal | 0 |
7.540934 | 7,829 | 50,684 | 0 | 2 | 3 | 1 | 0 | 7 | 1 | 28 | 25 | 0.029319 | 0.049573 | u2r | 1 |
290.864765 | 44,784 | 99,264 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 459 | 22 | 0.166821 | 0.790695 | normal | 0 |
0.413437 | 49,509 | 68,613 | 4 | 2 | 2 | 8 | 1 | 0 | 0 | 298 | 39 | 0.110637 | 0.520576 | r2l | 1 |
374.101787 | 36,911 | 98,810 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 49 | 65 | 0.075901 | 0.575756 | normal | 0 |
52.786664 | 10,302 | 42,782 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 324 | 23 | 0.042344 | 0.728219 | normal | 0 |
28.812009 | 43,653 | 58,538 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 272 | 19 | 0.09322 | 0.825694 | normal | 0 |
142.051399 | 7,051 | 51,467 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 8 | 0.15755 | 0.632406 | normal | 0 |
35.563676 | 16,736 | 12,480 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 92 | 10 | 0.130293 | 0.684363 | normal | 0 |
164.196296 | 22,184 | 68,339 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 121 | 13 | 0.10558 | 0.475957 | normal | 0 |
76.34725 | 42,272 | 70,835 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 415 | 76 | 0.189557 | 0.915436 | normal | 0 |
157.952614 | 6,396 | 60,151 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 119 | 92 | 0.130042 | 0.399899 | normal | 0 |
32.279799 | 14,126 | 16,092 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 183 | 19 | 0.025352 | 0.415482 | normal | 0 |
70.933208 | 18,686 | 52,940 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 391 | 1 | 0.125221 | 0.566064 | normal | 0 |
83.016761 | 19,325 | 94,717 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 144 | 37 | 0.121323 | 0.290233 | normal | 0 |
286.660174 | 33,138 | 66,269 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 366 | 84 | 0.183305 | 0.090606 | normal | 0 |
31.006072 | 30,304 | 70,091 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 176 | 94 | 0.116857 | 0.816594 | normal | 0 |
275.968417 | 19,623 | 99,965 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 314 | 53 | 0.150537 | 0.010821 | normal | 0 |
7.729255 | 10,471 | 37,321 | 4 | 0 | 0 | 15 | 1 | 0 | 0 | 244 | 72 | 0.172498 | 0.944617 | r2l | 1 |
131.265013 | 41,904 | 4,662 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 369 | 50 | 0.159592 | 0.928435 | normal | 0 |
1.047625 | 5,280,736 | 86,054 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 475 | 39 | 0.667279 | 0.949665 | dos | 1 |
92.994616 | 28,529 | 33,737 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 255 | 42 | 0.022385 | 0.483344 | normal | 0 |
27.981974 | 45,375 | 30,545 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 166 | 49 | 0.053215 | 0.726011 | normal | 0 |
21.009773 | 3,723 | 261 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 112 | 26 | 0.031023 | 0.319807 | normal | 0 |
201.246676 | 21,478 | 86,199 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 269 | 36 | 0.094065 | 0.65161 | normal | 0 |
129.149123 | 9,394 | 64,467 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 342 | 8 | 0.143267 | 0.172695 | normal | 0 |
0.924204 | 7,338,331 | 97,078 | 2 | 1 | 1 | 2 | 0 | 0 | 0 | 54 | 27 | 0.754119 | 0.413237 | dos | 1 |
95.475448 | 24,223 | 47,976 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 182 | 92 | 0.111833 | 0.373806 | normal | 0 |
59.338598 | 43,427 | 36,367 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 37 | 52 | 0.026552 | 0.465719 | normal | 0 |
17.275368 | 8,114 | 85,879 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 192 | 49 | 0.098215 | 0.997554 | normal | 0 |
19.565132 | 42,832 | 82,305 | 3 | 0 | 12 | 0 | 1 | 0 | 0 | 407 | 23 | 0.148708 | 0.469988 | probe | 1 |
33.061615 | 29,359 | 14,911 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 83 | 89 | 0.105608 | 0.15218 | normal | 0 |
10.1196 | 46,997 | 45,308 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 52 | 41 | 0.007213 | 0.823967 | normal | 0 |
62.915562 | 44,330 | 66,570 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 6 | 54 | 0.181612 | 0.432064 | normal | 0 |
5.835823 | 2,309,185 | 64,087 | 4 | 0 | 0 | 2 | 1 | 0 | 0 | 245 | 43 | 0.900711 | 0.92347 | dos | 1 |
10.64885 | 12,492 | 96,466 | 1 | 1 | 0 | 1 | 0 | 8 | 1 | 376 | 50 | 0.172791 | 0.670364 | u2r | 1 |
51.431964 | 41,566 | 34,574 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 140 | 73 | 0.186717 | 0.681225 | normal | 0 |
3.894332 | 33,196 | 45,123 | 2 | 2 | 27 | 0 | 1 | 0 | 0 | 139 | 18 | 0.141538 | 0.689013 | probe | 1 |
5.524012 | 3,244,766 | 27,050 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 302 | 70 | 0.85211 | 0.172768 | dos | 1 |
13.428888 | 43,763 | 14,160 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 396 | 67 | 0.18517 | 0.648144 | normal | 0 |
14.970045 | 20,371 | 61,976 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 200 | 27 | 0.166395 | 0.739164 | normal | 0 |
20.196228 | 15,486 | 99,904 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 267 | 47 | 0.154697 | 0.185778 | normal | 0 |
5.110749 | 28,922 | 85,607 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 10 | 95 | 0.029998 | 0.269387 | r2l | 1 |
57.891153 | 39,184 | 64,577 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 285 | 27 | 0.077036 | 0.888998 | normal | 0 |
6.864175 | 4,935,393 | 37,558 | 3 | 0 | 1 | 1 | 0 | 0 | 0 | 335 | 89 | 0.929908 | 0.256594 | dos | 1 |
10.569053 | 12,231 | 82,720 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 125 | 15 | 0.130116 | 0.063088 | normal | 0 |
31.349512 | 7,227,785 | 11,467 | 1 | 2 | 0 | 1 | 0 | 0 | 0 | 109 | 54 | 0.700783 | 0.099238 | dos | 1 |
159.956441 | 7,053 | 94,362 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 98 | 73 | 0.128381 | 0.511047 | normal | 0 |
45.328001 | 27,600 | 77,322 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 65 | 18 | 0.099661 | 0.928937 | normal | 0 |
6.409628 | 6,870,977 | 92,969 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 423 | 1 | 0.972847 | 0.288183 | dos | 1 |
35.507267 | 235,195 | 83,405 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 6 | 12 | 0.601959 | 0.973628 | dos | 1 |
4.657986 | 39,058 | 53,325 | 2 | 1 | 9 | 0 | 1 | 0 | 0 | 45 | 27 | 0.051855 | 0.934508 | probe | 1 |
3.003062 | 9,923 | 63,765 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 180 | 46 | 0.118857 | 0.65542 | normal | 0 |
98.789899 | 44,466 | 81,544 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 477 | 71 | 0.193835 | 0.514407 | normal | 0 |
50.269337 | 31,709 | 78,586 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 347 | 18 | 0.097449 | 0.235813 | normal | 0 |
0.977348 | 42,897 | 14,048 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 34 | 34 | 0.080176 | 0.593575 | normal | 0 |
112.051869 | 5,035 | 28,728 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 430 | 17 | 0.090404 | 0.364933 | normal | 0 |
124.614166 | 30,614 | 7,966 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 313 | 36 | 0.004618 | 0.575117 | normal | 0 |
99.112147 | 9,852 | 74,001 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 112 | 58 | 0.081922 | 0.681668 | normal | 0 |
2.788578 | 16,370 | 89,767 | 4 | 2 | 3 | 0 | 0 | 1 | 1 | 397 | 54 | 0.108472 | 0.003346 | u2r | 1 |
75.41822 | 39,581 | 20,345 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 167 | 2 | 0.080375 | 0.051031 | normal | 0 |
48.964765 | 22,558 | 52,908 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 18 | 38 | 0.031441 | 0.360975 | normal | 0 |
120.604739 | 23,165 | 4,528 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 398 | 77 | 0.143975 | 0.557431 | normal | 0 |
87.606136 | 41,103 | 8,064 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 405 | 43 | 0.016869 | 0.360323 | normal | 0 |
8.533908 | 45,752 | 55,905 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 160 | 35 | 0.156737 | 0.062108 | normal | 0 |
8.797175 | 28,793 | 42,881 | 4 | 1 | 1 | 3 | 1 | 0 | 0 | 287 | 11 | 0.01627 | 0.840457 | r2l | 1 |
2.419075 | 16,337 | 60,757 | 3 | 2 | 8 | 2 | 0 | 0 | 0 | 256 | 97 | 0.049897 | 0.095561 | probe | 1 |
21.990925 | 28,997 | 99,587 | 4 | 1 | 6 | 2 | 1 | 0 | 0 | 292 | 27 | 0.195436 | 0.537911 | probe | 1 |
50.147721 | 20,953 | 69,627 | 3 | 0 | 0 | 1 | 0 | 4 | 0 | 110 | 42 | 0.064296 | 0.816987 | u2r | 1 |
185.160091 | 33,895 | 97,964 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 349 | 53 | 0.136663 | 0.207956 | normal | 0 |
19.257376 | 9,124 | 67,757 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 152 | 69 | 0.168633 | 0.581245 | normal | 0 |
234.618499 | 11,685 | 9,939 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 413 | 15 | 0.10596 | 0.70052 | normal | 0 |
58.137752 | 14,192 | 30,472 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 10 | 55 | 0.09462 | 0.390371 | normal | 0 |
128.644777 | 45,527 | 52,664 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 356 | 6 | 0.029568 | 0.388378 | normal | 0 |
168.253028 | 7,900 | 6,415 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 451 | 96 | 0.058098 | 0.03684 | normal | 0 |
70.342466 | 17,872 | 93,490 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 88 | 49 | 0.150896 | 0.813816 | normal | 0 |
50.932998 | 7,772 | 12,595 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 59 | 27 | 0.075633 | 0.127205 | normal | 0 |
247.042839 | 38,300 | 54,920 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 357 | 2 | 0.015158 | 0.122621 | normal | 0 |
26.247389 | 42,329 | 89,989 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 150 | 22 | 0.138319 | 0.135065 | normal | 0 |
29.701896 | 26,464 | 33,323 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 78 | 22 | 0.1264 | 0.729258 | normal | 0 |
44.882205 | 8,143 | 1,140 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 382 | 83 | 0.14607 | 0.151399 | normal | 0 |
196.230425 | 5,292 | 46,981 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 2 | 70 | 0.07354 | 0.410019 | normal | 0 |
5.195734 | 4,377,704 | 14,253 | 3 | 1 | 1 | 1 | 0 | 0 | 0 | 342 | 21 | 0.953047 | 0.84163 | dos | 1 |
24.854818 | 40,563 | 57,114 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 24 | 31 | 0.102977 | 0.381361 | normal | 0 |
199.414605 | 35,929 | 63,986 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 146 | 7 | 0.068828 | 0.549089 | normal | 0 |
2.35392 | 6,954,141 | 5,745 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 274 | 28 | 0.880407 | 0.599204 | dos | 1 |
352.816454 | 27,468 | 48,428 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 181 | 68 | 0.013224 | 0.685904 | normal | 0 |
90.983137 | 45,721 | 73,128 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 63 | 65 | 0.185424 | 0.246949 | normal | 0 |
0.71117 | 19,727 | 88,051 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 356 | 9 | 0.166285 | 0.238251 | normal | 0 |
3.472593 | 45,457 | 58,457 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 116 | 7 | 0.000355 | 0.25969 | normal | 0 |
0.746152 | 3,916,856 | 62,389 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | 478 | 55 | 0.534068 | 0.710923 | dos | 1 |
12.57633 | 3,967,201 | 19,999 | 3 | 2 | 1 | 2 | 1 | 0 | 0 | 485 | 70 | 0.691236 | 0.831457 | dos | 1 |
145.937754 | 34,592 | 66,776 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 311 | 68 | 0.031372 | 0.355521 | normal | 0 |
25.201366 | 9,225 | 61,236 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 386 | 45 | 0.008952 | 0.34173 | normal | 0 |
347.834693 | 33,422 | 90,182 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 467 | 30 | 0.130578 | 0.139071 | normal | 0 |
101.090931 | 24,679 | 73,467 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 420 | 46 | 0.000815 | 0.80066 | normal | 0 |
117.933713 | 34,152 | 45,085 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 486 | 32 | 0.050639 | 0.657353 | normal | 0 |
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