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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
75.748035 | 36,498 | 12,232 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 186 | 69 | 0.129322 | 0.419776 | normal | 0 |
131.152622 | 23,387 | 98,189 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 173 | 32 | 0.069268 | 0.669771 | normal | 0 |
9.907376 | 27,981 | 43,963 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 489 | 11 | 0.085374 | 0.717386 | normal | 0 |
5.467834 | 4,783,880 | 18,406 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 306 | 80 | 0.67514 | 0.544459 | dos | 1 |
34.42898 | 13,641 | 73,937 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 493 | 26 | 0.154785 | 0.948326 | normal | 0 |
359.792285 | 6,021 | 89,211 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 99 | 59 | 0.12206 | 0.936463 | normal | 0 |
2.130406 | 1,651,872 | 46,104 | 4 | 1 | 0 | 0 | 0 | 0 | 0 | 34 | 96 | 0.94679 | 0.726529 | dos | 1 |
8.70138 | 4,700,313 | 9,379 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 468 | 95 | 0.975899 | 0.83445 | dos | 1 |
271.428412 | 33,184 | 24,414 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 194 | 80 | 0.043386 | 0.833179 | normal | 0 |
5.085637 | 22,728 | 3,053 | 4 | 1 | 23 | 1 | 1 | 0 | 0 | 154 | 32 | 0.049414 | 0.782173 | probe | 1 |
231.142302 | 14,683 | 91,388 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 129 | 28 | 0.153847 | 0.797187 | normal | 0 |
39.339559 | 3,651 | 45,530 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 261 | 3 | 0.014055 | 0.333104 | normal | 0 |
131.974556 | 38,966 | 21,238 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 416 | 84 | 0.196422 | 0.411758 | normal | 0 |
133.338664 | 35,785 | 19,338 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 130 | 66 | 0.139988 | 0.443913 | normal | 0 |
1.852032 | 7,892 | 64,009 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 154 | 16 | 0.030016 | 0.566656 | normal | 0 |
3.643925 | 28,992 | 8,455 | 2 | 1 | 3 | 15 | 1 | 0 | 0 | 266 | 9 | 0.190971 | 0.80511 | r2l | 1 |
1.962397 | 26,038 | 42,088 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 429 | 49 | 0.189067 | 0.698733 | normal | 0 |
584.029578 | 41,207 | 85,211 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 80 | 31 | 0.003645 | 0.120362 | normal | 0 |
13.033281 | 15,448 | 57,750 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 347 | 68 | 0.068632 | 0.179667 | normal | 0 |
7.555494 | 47,078 | 92,805 | 0 | 2 | 0 | 4 | 0 | 0 | 0 | 333 | 21 | 0.018921 | 0.107026 | r2l | 1 |
156.330002 | 23,947 | 25,805 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 187 | 71 | 0.027977 | 0.125939 | normal | 0 |
22.47243 | 42,792 | 46,295 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 344 | 75 | 0.150411 | 0.957451 | normal | 0 |
66.369065 | 7,674 | 51,263 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 186 | 91 | 0.042398 | 0.049587 | normal | 0 |
93.503726 | 35,496 | 56,109 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 61 | 43 | 0.050616 | 0.508589 | normal | 0 |
17.79776 | 21,057 | 86,053 | 0 | 1 | 1 | 1 | 1 | 6 | 1 | 469 | 66 | 0.013846 | 0.01837 | u2r | 1 |
4.542022 | 14,211 | 70,391 | 4 | 2 | 0 | 4 | 1 | 0 | 0 | 261 | 38 | 0.112537 | 0.40144 | r2l | 1 |
35.572747 | 31,867 | 21,144 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 122 | 61 | 0.086368 | 0.644439 | normal | 0 |
11.199738 | 24,532 | 47,077 | 2 | 0 | 1 | 6 | 1 | 0 | 0 | 334 | 95 | 0.168115 | 0.811851 | r2l | 1 |
81.709888 | 12,310 | 30,037 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 210 | 73 | 0.185775 | 0.655311 | normal | 0 |
6.449152 | 48,086 | 21,249 | 1 | 2 | 5 | 2 | 1 | 0 | 0 | 435 | 86 | 0.026604 | 0.89013 | probe | 1 |
252.930936 | 1,309 | 73,239 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 171 | 85 | 0.157356 | 0.254564 | normal | 0 |
212.078616 | 16,653 | 31,076 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 103 | 29 | 0.006285 | 0.498182 | normal | 0 |
66.03909 | 42,627 | 70,210 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 221 | 39 | 0.149645 | 0.44427 | normal | 0 |
44.513741 | 31,257 | 52,984 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 380 | 8 | 0.057712 | 0.347355 | normal | 0 |
39.381026 | 31,836 | 37,098 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 425 | 60 | 0.147565 | 0.042866 | normal | 0 |
31.13788 | 20,880 | 51,293 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 375 | 98 | 0.171389 | 0.181316 | normal | 0 |
78.646463 | 15,123 | 68,444 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 466 | 56 | 0.153476 | 0.179595 | normal | 0 |
26.653283 | 8,580,400 | 60,230 | 4 | 1 | 3 | 2 | 0 | 0 | 0 | 448 | 66 | 0.880303 | 0.283537 | dos | 1 |
37.216082 | 1,977 | 6,332 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 201 | 88 | 0.060481 | 0.45669 | normal | 0 |
21.08372 | 20,536 | 94,856 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 271 | 90 | 0.073828 | 0.265685 | normal | 0 |
3.513403 | 35,903 | 46,764 | 1 | 2 | 1 | 14 | 1 | 0 | 0 | 297 | 98 | 0.055312 | 0.556412 | r2l | 1 |
7.153297 | 3,348 | 65,501 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 449 | 52 | 0.090656 | 0.285174 | normal | 0 |
120.824527 | 10,483 | 20,495 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 336 | 39 | 0.107951 | 0.607074 | normal | 0 |
73.055473 | 8,814 | 50,550 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 291 | 57 | 0.026931 | 0.237852 | normal | 0 |
6.620615 | 36,420 | 24,939 | 4 | 0 | 17 | 1 | 0 | 0 | 0 | 271 | 45 | 0.003693 | 0.668427 | probe | 1 |
35.73114 | 32,335 | 58,087 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 82 | 40 | 0.07976 | 0.799325 | normal | 0 |
235.044678 | 22,089 | 22,701 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 36 | 3 | 0.178741 | 0.499368 | normal | 0 |
5.354942 | 9,202,912 | 84,153 | 4 | 0 | 1 | 0 | 1 | 0 | 0 | 422 | 18 | 0.944932 | 0.721529 | dos | 1 |
0.17863 | 16,319 | 66,005 | 2 | 0 | 2 | 15 | 1 | 0 | 0 | 276 | 36 | 0.182173 | 0.718171 | r2l | 1 |
47.273568 | 32,768 | 71,035 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 332 | 69 | 0.116882 | 0.465711 | normal | 0 |
212.547305 | 2,632 | 57,181 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 490 | 98 | 0.144747 | 0.38365 | normal | 0 |
130.475662 | 36,376 | 60,191 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 419 | 22 | 0.13019 | 0.288848 | normal | 0 |
0.25288 | 49,446 | 29,206 | 1 | 0 | 15 | 2 | 1 | 0 | 0 | 331 | 66 | 0.095955 | 0.255431 | probe | 1 |
178.10349 | 16,949 | 23,056 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 149 | 55 | 0.046921 | 0.149313 | normal | 0 |
114.626013 | 35,893 | 43,129 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 382 | 46 | 0.018269 | 0.218515 | normal | 0 |
1.061315 | 48,387 | 4,323 | 1 | 1 | 1 | 15 | 1 | 0 | 0 | 400 | 7 | 0.15244 | 0.74679 | r2l | 1 |
14.352711 | 2,637 | 66,524 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 259 | 94 | 0.173007 | 0.080693 | normal | 0 |
100.958011 | 32,967 | 50,583 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 482 | 46 | 0.059023 | 0.687045 | normal | 0 |
108.64876 | 8,407 | 95,406 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 280 | 21 | 0.151843 | 0.272239 | normal | 0 |
137.2989 | 29,151 | 79,754 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 16 | 40 | 0.172197 | 0.849415 | normal | 0 |
127.384249 | 27,547 | 12,302 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 229 | 92 | 0.188444 | 0.734282 | normal | 0 |
107.739876 | 10,402 | 78,426 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 164 | 34 | 0.033696 | 0.199106 | normal | 0 |
145.345563 | 6,375 | 45,107 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 193 | 56 | 0.057593 | 0.734602 | normal | 0 |
85.586779 | 42,331 | 73,019 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 252 | 57 | 0.084745 | 0.553167 | normal | 0 |
11.14999 | 14,830 | 19,604 | 1 | 1 | 0 | 0 | 1 | 7 | 1 | 88 | 69 | 0.021968 | 0.694106 | u2r | 1 |
243.470735 | 19,174 | 59,799 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 408 | 32 | 0.042325 | 0.076565 | normal | 0 |
1.431769 | 34,302 | 86,547 | 3 | 0 | 1 | 18 | 0 | 0 | 0 | 231 | 84 | 0.009967 | 0.526082 | r2l | 1 |
45.659271 | 2,002 | 3,440 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 49 | 80 | 0.145356 | 0.248853 | normal | 0 |
2.387277 | 35,891 | 71,268 | 3 | 0 | 23 | 1 | 0 | 0 | 0 | 114 | 47 | 0.112785 | 0.913057 | probe | 1 |
19.490287 | 9,202,300 | 84,324 | 4 | 0 | 2 | 1 | 0 | 0 | 0 | 78 | 29 | 0.592712 | 0.477327 | dos | 1 |
2.514798 | 39,681 | 41,659 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 418 | 32 | 0.153125 | 0.952139 | normal | 0 |
2.426857 | 8,623,917 | 5,152 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 63 | 69 | 0.595667 | 0.711392 | dos | 1 |
65.432847 | 15,785 | 29,345 | 4 | 0 | 18 | 0 | 1 | 0 | 0 | 58 | 5 | 0.021766 | 0.013256 | probe | 1 |
334.854609 | 19,077 | 9,501 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 379 | 69 | 0.00509 | 0.092882 | normal | 0 |
80.265771 | 39,386 | 82,600 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 170 | 36 | 0.029048 | 0.957888 | normal | 0 |
70.675498 | 37,807 | 26,284 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 229 | 80 | 0.088565 | 0.338674 | normal | 0 |
9.41272 | 6,361,545 | 21,206 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 395 | 55 | 0.542119 | 0.391023 | dos | 1 |
12.950144 | 6,884,529 | 36,668 | 2 | 0 | 2 | 2 | 1 | 0 | 0 | 131 | 47 | 0.952788 | 0.181895 | dos | 1 |
3.775727 | 696,098 | 47,870 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 475 | 63 | 0.530911 | 0.014477 | dos | 1 |
31.876672 | 28,886 | 37,132 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 251 | 95 | 0.177743 | 0.096709 | normal | 0 |
9.248714 | 1,725,756 | 47,099 | 2 | 2 | 2 | 2 | 0 | 0 | 0 | 172 | 52 | 0.952162 | 0.006052 | dos | 1 |
22.058406 | 7,324 | 83,707 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 434 | 69 | 0.160785 | 0.935784 | normal | 0 |
9.140062 | 44,273 | 65,416 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 428 | 24 | 0.175163 | 0.709143 | normal | 0 |
126.488366 | 39,730 | 49,869 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 29 | 93 | 0.14411 | 0.257787 | normal | 0 |
225.018497 | 31,471 | 93,346 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 407 | 30 | 0.140212 | 0.247099 | normal | 0 |
276.100914 | 10,958 | 3,857 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 277 | 38 | 0.046259 | 0.407428 | normal | 0 |
96.233134 | 38,872 | 89,982 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 456 | 77 | 0.092695 | 0.307377 | normal | 0 |
5.421818 | 34,694 | 34,955 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 356 | 97 | 0.034607 | 0.826792 | normal | 0 |
135.039697 | 48,305 | 52,904 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 21 | 52 | 0.031102 | 0.068463 | normal | 0 |
11.664091 | 33,893 | 77,967 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 152 | 72 | 0.042304 | 0.167573 | normal | 0 |
110.789964 | 885 | 75,997 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 140 | 38 | 0.052283 | 0.579597 | normal | 0 |
151.124931 | 45,190 | 780 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 48 | 39 | 0.153888 | 0.321663 | normal | 0 |
129.413354 | 31,214 | 29,563 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 211 | 52 | 0.185852 | 0.13926 | normal | 0 |
303.413648 | 27,965 | 16,273 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 295 | 11 | 0.0166 | 0.787108 | normal | 0 |
133.996927 | 5,286 | 17,013 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 19 | 99 | 0.094133 | 0.22102 | normal | 0 |
118.159108 | 7,336 | 5,664 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 177 | 20 | 0.176239 | 0.952517 | normal | 0 |
30.346351 | 48,451 | 23,618 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 419 | 51 | 0.080666 | 0.297871 | normal | 0 |
258.718773 | 39,469 | 16,181 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 356 | 65 | 0.177961 | 0.150045 | normal | 0 |
19.789484 | 34,094 | 98,083 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 5 | 46 | 0.088001 | 0.580639 | normal | 0 |
73.159082 | 2,740 | 36,080 | 0 | 2 | 28 | 2 | 1 | 0 | 0 | 203 | 18 | 0.131976 | 0.849757 | probe | 1 |
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