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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.363606 | 18,132 | 55,081 | 0 | 0 | 2 | 0 | 1 | 1 | 1 | 145 | 52 | 0.104255 | 0.891705 | u2r | 1 |
1.189115 | 3,641,937 | 58,338 | 4 | 2 | 4 | 1 | 1 | 0 | 0 | 83 | 50 | 0.775131 | 0.851741 | dos | 1 |
170.963857 | 4,470 | 66,937 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 188 | 3 | 0.186623 | 0.867784 | normal | 0 |
18.791608 | 42,019 | 55,343 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 69 | 67 | 0.132608 | 0.260341 | normal | 0 |
127.336261 | 3,915 | 50,705 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 197 | 35 | 0.189502 | 0.367893 | normal | 0 |
66.468802 | 37,275 | 6,744 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 162 | 36 | 0.122365 | 0.235315 | normal | 0 |
20.707972 | 47,621 | 27,451 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 303 | 85 | 0.134803 | 0.783961 | normal | 0 |
0.156213 | 1,466,967 | 11,419 | 2 | 0 | 3 | 1 | 0 | 0 | 0 | 417 | 51 | 0.616625 | 0.894854 | dos | 1 |
79.27191 | 21,706 | 64,180 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 271 | 33 | 0.001486 | 0.428007 | normal | 0 |
1.062551 | 1,294,826 | 36,338 | 4 | 0 | 3 | 0 | 1 | 0 | 0 | 239 | 55 | 0.656991 | 0.856815 | dos | 1 |
104.012062 | 27,005 | 46,088 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 58 | 23 | 0.041429 | 0.35981 | normal | 0 |
100.782256 | 13,656 | 88,215 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 386 | 37 | 0.110633 | 0.265003 | normal | 0 |
15.558439 | 13,544 | 41,619 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 312 | 83 | 0.04925 | 0.469764 | normal | 0 |
42.922678 | 47,874 | 62,937 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 164 | 86 | 0.09538 | 0.513814 | normal | 0 |
88.16453 | 14,203 | 17,348 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 342 | 51 | 0.165024 | 0.008675 | normal | 0 |
4.328089 | 37,304 | 92,186 | 0 | 1 | 4 | 17 | 1 | 0 | 0 | 390 | 12 | 0.114726 | 0.701717 | r2l | 1 |
191.544268 | 121 | 81,831 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 411 | 98 | 0.112097 | 0.144198 | normal | 0 |
3.955318 | 16,073 | 72,902 | 2 | 1 | 26 | 0 | 1 | 0 | 0 | 234 | 45 | 0.189773 | 0.251277 | probe | 1 |
10.851818 | 40,185 | 84,050 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 358 | 79 | 0.063625 | 0.673111 | normal | 0 |
9.387079 | 18,488 | 81,489 | 1 | 2 | 3 | 1 | 1 | 8 | 1 | 29 | 76 | 0.15558 | 0.973326 | u2r | 1 |
75.100328 | 6,812 | 44,174 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 80 | 46 | 0.174179 | 0.932613 | normal | 0 |
3.668442 | 12,244 | 92,256 | 0 | 1 | 1 | 5 | 1 | 0 | 0 | 384 | 77 | 0.170763 | 0.98086 | r2l | 1 |
51.70798 | 28,562 | 37,734 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 249 | 51 | 0.087025 | 0.042484 | normal | 0 |
18.237312 | 824,719 | 85,426 | 1 | 1 | 3 | 0 | 0 | 0 | 0 | 99 | 36 | 0.820123 | 0.34669 | dos | 1 |
13.539562 | 3,878 | 7,719 | 2 | 0 | 25 | 0 | 1 | 0 | 0 | 63 | 24 | 0.085529 | 0.023617 | probe | 1 |
7.072936 | 30,784 | 41,188 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 41 | 70 | 0.014934 | 0.786398 | normal | 0 |
32.890951 | 8,636 | 17,402 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 170 | 22 | 0.183921 | 0.558893 | normal | 0 |
3.990115 | 26,405 | 74,948 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 70 | 77 | 0.145204 | 0.010763 | normal | 0 |
7.79641 | 49,152 | 32,228 | 2 | 1 | 1 | 3 | 1 | 0 | 0 | 319 | 75 | 0.161494 | 0.770347 | r2l | 1 |
43.599631 | 24,561 | 68,415 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 354 | 64 | 0.046395 | 0.214937 | normal | 0 |
21.669397 | 3,431 | 46,982 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 363 | 49 | 0.116121 | 0.235827 | normal | 0 |
31.247469 | 4,395 | 36,125 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 489 | 31 | 0.0295 | 0.60445 | normal | 0 |
172.007431 | 22,927 | 47,562 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 62 | 59 | 0.152905 | 0.026442 | normal | 0 |
6.53184 | 4,410,667 | 32,307 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 290 | 36 | 0.539593 | 0.723731 | dos | 1 |
151.518906 | 44,667 | 81,764 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 371 | 83 | 0.108459 | 0.323764 | normal | 0 |
112.408587 | 19,791 | 5,734 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 153 | 98 | 0.077571 | 0.431185 | normal | 0 |
11.377087 | 15,173 | 44,064 | 4 | 0 | 10 | 1 | 0 | 0 | 0 | 92 | 89 | 0.180616 | 0.014982 | probe | 1 |
79.088382 | 49,791 | 34,314 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 422 | 59 | 0.091736 | 0.230124 | normal | 0 |
58.777076 | 48,099 | 79,227 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 174 | 87 | 0.061165 | 0.594968 | normal | 0 |
13.74193 | 10,585 | 67,147 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 490 | 74 | 0.00375 | 0.346942 | normal | 0 |
237.715048 | 43,120 | 3,977 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 397 | 17 | 0.12544 | 0.480506 | normal | 0 |
84.308202 | 13,365 | 37,875 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 141 | 91 | 0.100952 | 0.42286 | normal | 0 |
11.042033 | 9,942,051 | 53,301 | 4 | 1 | 2 | 1 | 0 | 0 | 0 | 423 | 71 | 0.545654 | 0.461319 | dos | 1 |
173.628604 | 33,153 | 96,352 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 186 | 92 | 0.116067 | 0.23741 | normal | 0 |
8.313808 | 5,833 | 94,712 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 99 | 59 | 0.151817 | 0.039912 | normal | 0 |
23.227343 | 48,148 | 37,380 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 67 | 14 | 0.022567 | 0.331567 | normal | 0 |
15.695925 | 16,596 | 24,046 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 182 | 15 | 0.006228 | 0.348467 | normal | 0 |
3.061153 | 2,872,194 | 43,287 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 484 | 89 | 0.896766 | 0.602854 | dos | 1 |
198.374327 | 7,026 | 20,895 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 124 | 68 | 0.170947 | 0.959431 | normal | 0 |
75.071593 | 43,866 | 14,325 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 309 | 25 | 0.190842 | 0.269702 | normal | 0 |
11.001363 | 26,175 | 97,385 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 435 | 78 | 0.04739 | 0.464296 | normal | 0 |
14.573888 | 1,663 | 98,859 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 29 | 42 | 0.069855 | 0.31747 | normal | 0 |
167.95858 | 15,927 | 24,781 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 342 | 9 | 0.193476 | 0.26243 | normal | 0 |
264.775697 | 46,567 | 14,226 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 327 | 17 | 0.062517 | 0.721984 | normal | 0 |
22.248837 | 13,991 | 20,247 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 62 | 31 | 0.124759 | 0.031682 | normal | 0 |
4.00906 | 2,674,455 | 16,501 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 133 | 18 | 0.539942 | 0.791341 | dos | 1 |
40.190083 | 39,557 | 51,679 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 307 | 15 | 0.172108 | 0.833939 | normal | 0 |
9.4676 | 21,038 | 36,529 | 2 | 1 | 22 | 1 | 1 | 0 | 0 | 317 | 33 | 0.143899 | 0.687585 | probe | 1 |
1.275816 | 8,762 | 76,628 | 3 | 1 | 18 | 0 | 0 | 0 | 0 | 491 | 78 | 0.033547 | 0.269553 | probe | 1 |
67.631417 | 19,398 | 21,874 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 38 | 38 | 0.109999 | 0.926814 | normal | 0 |
102.683348 | 35,854 | 39,139 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 138 | 70 | 0.091102 | 0.654228 | normal | 0 |
53.015265 | 15,686 | 79,128 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 449 | 26 | 0.154048 | 0.972637 | normal | 0 |
42.389522 | 14,126 | 27,277 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 264 | 96 | 0.145529 | 0.376615 | normal | 0 |
9.046358 | 8,483,316 | 38,471 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 342 | 56 | 0.946302 | 0.825143 | dos | 1 |
147.199408 | 11,554 | 42,008 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 371 | 19 | 0.141174 | 0.217681 | normal | 0 |
118.924047 | 9,433 | 55,382 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 122 | 23 | 0.178633 | 0.888143 | normal | 0 |
44.742679 | 37,271 | 29,882 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 128 | 50 | 0.154346 | 0.782202 | normal | 0 |
38.73052 | 21,143 | 96,867 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 342 | 26 | 0.111588 | 0.895685 | normal | 0 |
0.124365 | 17,522 | 68,536 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 186 | 75 | 0.176887 | 0.781303 | normal | 0 |
16.935022 | 1,688,247 | 64,495 | 3 | 1 | 0 | 2 | 1 | 0 | 0 | 335 | 77 | 0.509331 | 0.256562 | dos | 1 |
97.618811 | 28,543 | 5,515 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 487 | 85 | 0.174845 | 0.233422 | normal | 0 |
17.645973 | 7,045,130 | 51,377 | 3 | 1 | 3 | 2 | 1 | 0 | 0 | 286 | 49 | 0.893199 | 0.089842 | dos | 1 |
57.05813 | 29,891 | 43,147 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 18 | 42 | 0.163516 | 0.508491 | normal | 0 |
175.737103 | 16,538 | 55,139 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 70 | 23 | 0.14093 | 0.4665 | normal | 0 |
70.097414 | 25,977 | 12,719 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 374 | 99 | 0.057215 | 0.221801 | normal | 0 |
48.530991 | 45,568 | 90,642 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 140 | 94 | 0.198849 | 0.545955 | normal | 0 |
17.585016 | 40,280 | 29,039 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 117 | 56 | 0.056597 | 0.184976 | normal | 0 |
0.132204 | 3,880,433 | 70,398 | 1 | 1 | 3 | 2 | 1 | 0 | 0 | 359 | 51 | 0.856341 | 0.389523 | dos | 1 |
4.376706 | 39,993 | 43,060 | 4 | 0 | 19 | 2 | 0 | 0 | 0 | 366 | 39 | 0.055979 | 0.160052 | probe | 1 |
9.70176 | 3,567 | 94,754 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 66 | 15 | 0.092337 | 0.758603 | normal | 0 |
104.667963 | 1,594 | 78,490 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 326 | 67 | 0.122873 | 0.760179 | normal | 0 |
55.350828 | 37,001 | 99,378 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 440 | 72 | 0.043697 | 0.873101 | normal | 0 |
5.604935 | 3,803 | 23,912 | 0 | 1 | 21 | 2 | 1 | 0 | 0 | 214 | 42 | 0.105743 | 0.536162 | probe | 1 |
251.225232 | 21,349 | 93,074 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 172 | 48 | 0.165921 | 0.629673 | normal | 0 |
2.691555 | 48,367 | 96,782 | 2 | 0 | 1 | 12 | 1 | 0 | 0 | 388 | 47 | 0.176564 | 0.636781 | r2l | 1 |
131.532464 | 49,434 | 99,170 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 182 | 46 | 0.057829 | 0.171021 | normal | 0 |
5.825521 | 34,104 | 69,318 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 143 | 42 | 0.031345 | 0.380112 | normal | 0 |
9.984147 | 28,897 | 43,092 | 1 | 1 | 26 | 2 | 1 | 0 | 0 | 37 | 38 | 0.064992 | 0.941683 | probe | 1 |
140.78857 | 12,527 | 91,304 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 370 | 49 | 0.040757 | 0.295947 | normal | 0 |
68.669236 | 41,680 | 20,405 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 161 | 71 | 0.145674 | 0.586103 | normal | 0 |
90.029458 | 48,706 | 14,016 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 286 | 87 | 0.19208 | 0.60906 | normal | 0 |
229.212188 | 30,258 | 64,472 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 187 | 54 | 0.06378 | 0.744128 | normal | 0 |
22.077083 | 36,995 | 10,269 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 233 | 49 | 0.062974 | 0.212673 | normal | 0 |
10.341409 | 334 | 74,898 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 18 | 99 | 0.141352 | 0.914172 | normal | 0 |
24.036636 | 1,027,272 | 13,115 | 1 | 1 | 3 | 2 | 1 | 0 | 0 | 296 | 19 | 0.917327 | 0.977405 | dos | 1 |
173.075227 | 29,243 | 16,974 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 398 | 3 | 0.087257 | 0.534913 | normal | 0 |
5.9464 | 22,251 | 72,727 | 1 | 1 | 1 | 16 | 1 | 0 | 0 | 363 | 43 | 0.062841 | 0.427457 | r2l | 1 |
102.622976 | 1,889 | 60,835 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 499 | 75 | 0.096115 | 0.235853 | normal | 0 |
179.104024 | 41,727 | 2,224 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 427 | 84 | 0.140541 | 0.438486 | normal | 0 |
120.618928 | 36,891 | 89,274 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 212 | 45 | 0.082904 | 0.94333 | normal | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.