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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9.69194 | 33,430 | 58,371 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 312 | 49 | 0.147748 | 0.873352 | normal | 0 |
6.267757 | 6,560 | 50,413 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 302 | 74 | 0.053374 | 0.97367 | normal | 0 |
8.270599 | 38,806 | 27,175 | 4 | 0 | 29 | 0 | 0 | 0 | 0 | 415 | 66 | 0.071351 | 0.202535 | probe | 1 |
338.482187 | 20,484 | 60,300 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 321 | 53 | 0.063615 | 0.789093 | normal | 0 |
2.052794 | 8,311 | 56,709 | 1 | 1 | 6 | 2 | 1 | 0 | 0 | 229 | 89 | 0.068546 | 0.963733 | probe | 1 |
5.288954 | 20,444 | 44,360 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 469 | 78 | 0.105638 | 0.43268 | normal | 0 |
2.982231 | 4,474,511 | 67,353 | 2 | 2 | 4 | 2 | 0 | 0 | 0 | 173 | 2 | 0.908374 | 0.77075 | dos | 1 |
8.33337 | 8,879,743 | 5,734 | 4 | 1 | 1 | 1 | 0 | 0 | 0 | 43 | 93 | 0.773396 | 0.620784 | dos | 1 |
41.227393 | 36,025 | 87,534 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 455 | 79 | 0.062235 | 0.225786 | normal | 0 |
4.458258 | 12,032 | 28,457 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 400 | 54 | 0.148773 | 0.606683 | normal | 0 |
235.274956 | 6,648 | 47,999 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 82 | 94 | 0.12898 | 0.65334 | normal | 0 |
1.880566 | 6,113,170 | 81,869 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | 341 | 98 | 0.817684 | 0.967944 | dos | 1 |
111.148719 | 40,045 | 80,957 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 238 | 12 | 0.116795 | 0.12769 | normal | 0 |
6.953534 | 1,414 | 23,294 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 328 | 93 | 0.083849 | 0.84443 | normal | 0 |
5.563478 | 30,717 | 14,076 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 309 | 6 | 0.011352 | 0.393206 | normal | 0 |
88.301983 | 18,910 | 5,571 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 442 | 90 | 0.087047 | 0.848361 | normal | 0 |
218.299046 | 28,629 | 89,364 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 293 | 66 | 0.002246 | 0.158977 | normal | 0 |
75.1798 | 17,423 | 74,910 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 21 | 68 | 0.000012 | 0.392461 | normal | 0 |
210.225314 | 8,529 | 89,326 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 458 | 18 | 0.049608 | 0.770013 | normal | 0 |
11.660244 | 8,476 | 59,434 | 1 | 1 | 6 | 2 | 0 | 0 | 0 | 248 | 20 | 0.157221 | 0.3096 | probe | 1 |
7.888498 | 7,987 | 1,940 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 455 | 63 | 0.047407 | 0.33215 | normal | 0 |
22.559339 | 34,653 | 33,180 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 36 | 76 | 0.144202 | 0.946264 | normal | 0 |
0.874378 | 42,508 | 7,606 | 4 | 2 | 2 | 16 | 0 | 0 | 0 | 56 | 9 | 0.110334 | 0.124506 | r2l | 1 |
14.834163 | 8,077,409 | 19,607 | 2 | 2 | 3 | 1 | 0 | 0 | 0 | 35 | 41 | 0.880563 | 0.527047 | dos | 1 |
1.052904 | 7,590 | 81,708 | 0 | 1 | 3 | 5 | 0 | 0 | 0 | 427 | 29 | 0.025832 | 0.562801 | r2l | 1 |
54.237452 | 37,445 | 50,255 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 326 | 83 | 0.047527 | 0.523758 | normal | 0 |
58.914695 | 47,804 | 11,400 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 221 | 56 | 0.135847 | 0.456123 | normal | 0 |
241.410063 | 461 | 46,804 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 228 | 33 | 0.157902 | 0.730012 | normal | 0 |
6.68459 | 1,188,452 | 5,569 | 3 | 2 | 3 | 1 | 0 | 0 | 0 | 114 | 6 | 0.951038 | 0.966765 | dos | 1 |
32.813017 | 38,733 | 75,137 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 129 | 41 | 0.004394 | 0.121088 | normal | 0 |
77.124888 | 25,005 | 54,948 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 47 | 52 | 0.19134 | 0.301001 | normal | 0 |
119.82788 | 22,896 | 55,678 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 399 | 12 | 0.150948 | 0.396558 | normal | 0 |
99.597616 | 3,241 | 90,276 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 461 | 32 | 0.197653 | 0.45824 | normal | 0 |
284.117147 | 20,223 | 86,724 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 265 | 63 | 0.092204 | 0.860087 | normal | 0 |
158.772009 | 46,110 | 80,173 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 484 | 43 | 0.001708 | 0.709541 | normal | 0 |
81.435898 | 16,776 | 13,061 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 332 | 17 | 0.048439 | 0.94108 | normal | 0 |
24.166743 | 38,898 | 49,147 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 9 | 18 | 0.016067 | 0.361909 | normal | 0 |
6.383616 | 38,273 | 17,455 | 3 | 0 | 3 | 5 | 0 | 0 | 0 | 391 | 40 | 0.182739 | 0.428889 | r2l | 1 |
20.314193 | 1,818,520 | 25,726 | 4 | 0 | 2 | 1 | 1 | 0 | 0 | 77 | 25 | 0.829753 | 0.348167 | dos | 1 |
5.358836 | 1,709 | 57,711 | 1 | 2 | 24 | 2 | 1 | 0 | 0 | 81 | 69 | 0.106209 | 0.098163 | probe | 1 |
7.64986 | 9,201,746 | 6,791 | 4 | 2 | 1 | 1 | 0 | 0 | 0 | 170 | 99 | 0.81384 | 0.481489 | dos | 1 |
93.001641 | 34,228 | 68,090 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 197 | 93 | 0.046664 | 0.594722 | normal | 0 |
74.848943 | 723 | 98,916 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 262 | 88 | 0.151043 | 0.479839 | normal | 0 |
1.78503 | 34,433 | 8,268 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 168 | 71 | 0.052043 | 0.826398 | normal | 0 |
7.483031 | 34,788 | 10,946 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 155 | 58 | 0.125989 | 0.30248 | normal | 0 |
16.97272 | 22,971 | 66,587 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 294 | 43 | 0.083375 | 0.902006 | normal | 0 |
5.631634 | 49,016 | 2,983 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 328 | 38 | 0.121743 | 0.186534 | normal | 0 |
51.226539 | 21,197 | 22,927 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 385 | 91 | 0.097576 | 0.657757 | normal | 0 |
41.079712 | 22,403 | 10,296 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 99 | 6 | 0.040569 | 0.457526 | normal | 0 |
101.432856 | 24,413 | 99,530 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 129 | 54 | 0.052126 | 0.508966 | normal | 0 |
76.714924 | 8,866 | 3,154 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 14 | 34 | 0.180509 | 0.371231 | normal | 0 |
14.954908 | 7,848,183 | 64,105 | 4 | 2 | 0 | 1 | 1 | 0 | 0 | 121 | 30 | 0.891819 | 0.170554 | dos | 1 |
63.861582 | 496 | 34,042 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 405 | 29 | 0.025036 | 0.186582 | normal | 0 |
32.536615 | 31,240 | 84,309 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 179 | 25 | 0.03883 | 0.11212 | normal | 0 |
305.389786 | 43,768 | 96,678 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 114 | 29 | 0.006303 | 0.219855 | normal | 0 |
9.037247 | 4,597 | 98,123 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 311 | 79 | 0.091969 | 0.018647 | normal | 0 |
279.509612 | 34,379 | 78,262 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 110 | 55 | 0.096625 | 0.056722 | normal | 0 |
37.285956 | 10,385 | 6,557 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 60 | 34 | 0.05551 | 0.374638 | normal | 0 |
71.879621 | 45,309 | 82,791 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 274 | 49 | 0.09151 | 0.003445 | normal | 0 |
11.52339 | 2,792 | 83,881 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 347 | 27 | 0.123433 | 0.897512 | normal | 0 |
0.170067 | 47,490 | 26,756 | 0 | 1 | 2 | 19 | 0 | 0 | 0 | 332 | 86 | 0.018565 | 0.864088 | r2l | 1 |
1.644156 | 2,132 | 12,132 | 2 | 2 | 9 | 2 | 1 | 0 | 0 | 99 | 2 | 0.089797 | 0.725046 | probe | 1 |
135.362342 | 39,856 | 43,436 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 422 | 26 | 0.049169 | 0.87898 | normal | 0 |
31.384096 | 42,414 | 96,959 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 384 | 11 | 0.1255 | 0.925965 | normal | 0 |
1.053806 | 187,633 | 26,143 | 3 | 2 | 2 | 0 | 0 | 0 | 0 | 420 | 56 | 0.833893 | 0.347813 | dos | 1 |
32.663129 | 27,428 | 95,841 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 256 | 46 | 0.162358 | 0.401125 | normal | 0 |
49.202523 | 7,739 | 26,891 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 392 | 67 | 0.096069 | 0.929041 | normal | 0 |
236.921987 | 48,861 | 51,306 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 359 | 32 | 0.012669 | 0.553379 | normal | 0 |
1.516463 | 44,795 | 4,161 | 1 | 2 | 22 | 0 | 1 | 0 | 0 | 495 | 43 | 0.130344 | 0.635846 | probe | 1 |
72.570662 | 4,352 | 99,379 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 199 | 20 | 0.199174 | 0.859485 | normal | 0 |
27.194735 | 44,799 | 96,487 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 259 | 42 | 0.126926 | 0.991405 | normal | 0 |
2.555416 | 1,892,946 | 7,330 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 8 | 20 | 0.811389 | 0.596882 | dos | 1 |
308.101467 | 10,768 | 38,128 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 286 | 72 | 0.025405 | 0.857899 | normal | 0 |
22.654508 | 5,177 | 83,955 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 296 | 51 | 0.070085 | 0.903394 | normal | 0 |
26.851427 | 27,575 | 33,157 | 0 | 0 | 3 | 15 | 0 | 0 | 0 | 40 | 23 | 0.151465 | 0.978322 | r2l | 1 |
46.040221 | 1,375 | 21,525 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 43 | 22 | 0.036792 | 0.226865 | normal | 0 |
424.469181 | 29,038 | 29,400 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 348 | 94 | 0.010216 | 0.492417 | normal | 0 |
45.911234 | 32,662 | 92,846 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 363 | 89 | 0.106611 | 0.40151 | normal | 0 |
43.311891 | 32,926 | 43,916 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 452 | 21 | 0.075982 | 0.006141 | normal | 0 |
101.463048 | 20,407 | 53,014 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 3 | 37 | 0.051309 | 0.137448 | normal | 0 |
325.753367 | 17,100 | 11,756 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 83 | 3 | 0.061719 | 0.076349 | normal | 0 |
373.847338 | 14,192 | 87,723 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 147 | 88 | 0.182704 | 0.700336 | normal | 0 |
4.840574 | 446,125 | 69,613 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 277 | 22 | 0.725673 | 0.967537 | dos | 1 |
140.489169 | 3,771 | 10,760 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 453 | 42 | 0.184648 | 0.248635 | normal | 0 |
82.874282 | 18,195 | 24,937 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 364 | 20 | 0.019276 | 0.867486 | normal | 0 |
140.966837 | 1,442 | 73,786 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 223 | 58 | 0.063637 | 0.926647 | normal | 0 |
16.476525 | 3,958,360 | 20,964 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 281 | 66 | 0.74257 | 0.393625 | dos | 1 |
66.571745 | 37,800 | 48,756 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 241 | 4 | 0.132516 | 0.162458 | normal | 0 |
96.722163 | 33,891 | 58,468 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 221 | 17 | 0.085063 | 0.947507 | normal | 0 |
77.071247 | 39,833 | 6,941 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 273 | 28 | 0.01993 | 0.973789 | normal | 0 |
82.661141 | 17,217 | 90,451 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 127 | 84 | 0.132597 | 0.948888 | normal | 0 |
220.771055 | 41,457 | 19,120 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 405 | 47 | 0.188613 | 0.088284 | normal | 0 |
6.106502 | 5,979,917 | 33,807 | 2 | 0 | 3 | 0 | 1 | 0 | 0 | 450 | 57 | 0.959998 | 0.017857 | dos | 1 |
23.342627 | 9,260 | 8,312 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 44 | 63 | 0.056754 | 0.39576 | normal | 0 |
60.932107 | 561 | 81,109 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 396 | 6 | 0.168918 | 0.824103 | normal | 0 |
23.330146 | 24,813 | 3,813 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 182 | 90 | 0.144646 | 0.534441 | normal | 0 |
3.616648 | 8,117,032 | 22,857 | 1 | 2 | 3 | 2 | 0 | 0 | 0 | 381 | 73 | 0.704989 | 0.412073 | dos | 1 |
233.829627 | 43,257 | 88,147 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 259 | 60 | 0.184664 | 0.654235 | normal | 0 |
96.085284 | 25,538 | 15,540 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 365 | 95 | 0.003458 | 0.772669 | normal | 0 |
193.40112 | 29,552 | 70,017 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 315 | 31 | 0.193033 | 0.375618 | normal | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.