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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
148.061368 | 39,947 | 77,488 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 113 | 46 | 0.1613 | 0.466636 | normal | 0 |
65.612958 | 44,549 | 19,285 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 252 | 36 | 0.134978 | 0.723998 | normal | 0 |
8.946342 | 27,345 | 85,512 | 0 | 0 | 27 | 1 | 1 | 0 | 0 | 108 | 85 | 0.027205 | 0.856071 | probe | 1 |
3.780235 | 159,049 | 24,758 | 3 | 2 | 0 | 0 | 1 | 0 | 0 | 246 | 41 | 0.635322 | 0.811149 | dos | 1 |
0.537687 | 846,918 | 29,610 | 2 | 1 | 0 | 2 | 1 | 0 | 0 | 189 | 59 | 0.628195 | 0.879291 | dos | 1 |
80.192297 | 45,028 | 88,585 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 270 | 16 | 0.038142 | 0.551239 | normal | 0 |
293.913126 | 36,369 | 39,600 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 411 | 87 | 0.04851 | 0.993507 | normal | 0 |
20.949121 | 8,934,886 | 42,582 | 4 | 2 | 4 | 2 | 0 | 0 | 0 | 86 | 35 | 0.743375 | 0.89002 | dos | 1 |
4.403989 | 23,126 | 98,387 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 315 | 29 | 0.129121 | 0.331741 | normal | 0 |
17.025546 | 33,216 | 64,908 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 420 | 60 | 0.113767 | 0.485546 | normal | 0 |
102.485952 | 34,990 | 82,005 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 17 | 83 | 0.033035 | 0.406339 | normal | 0 |
11.262305 | 48,116 | 9,934 | 3 | 1 | 0 | 2 | 0 | 6 | 0 | 268 | 95 | 0.119832 | 0.648287 | u2r | 1 |
32.252039 | 47,927 | 47,647 | 3 | 2 | 0 | 6 | 0 | 0 | 0 | 142 | 31 | 0.058619 | 0.636707 | r2l | 1 |
7.465151 | 20,617 | 9,132 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 326 | 17 | 0.085732 | 0.129138 | normal | 0 |
20.79258 | 9,918,567 | 17,420 | 3 | 1 | 2 | 0 | 1 | 0 | 0 | 384 | 26 | 0.790602 | 0.706864 | dos | 1 |
25.780462 | 28,193 | 83,320 | 0 | 0 | 9 | 2 | 0 | 0 | 0 | 10 | 17 | 0.065666 | 0.17002 | probe | 1 |
98.545349 | 16,695 | 36,248 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 43 | 60 | 0.173141 | 0.418279 | normal | 0 |
115.573101 | 3,629 | 53,972 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 237 | 75 | 0.070627 | 0.234284 | normal | 0 |
5.072962 | 14,061 | 60,355 | 4 | 2 | 18 | 0 | 1 | 0 | 0 | 206 | 77 | 0.162206 | 0.835754 | probe | 1 |
287.892232 | 29,556 | 55,310 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 86 | 67 | 0.024052 | 0.743876 | normal | 0 |
41.709872 | 28,312 | 66,260 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 128 | 18 | 0.050733 | 0.833268 | normal | 0 |
124.886126 | 39,217 | 32,955 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 237 | 53 | 0.121622 | 0.527713 | normal | 0 |
23.737893 | 14,030 | 88,297 | 0 | 1 | 11 | 1 | 0 | 0 | 0 | 256 | 60 | 0.019119 | 0.176736 | probe | 1 |
6.625652 | 42,326 | 63,348 | 0 | 2 | 0 | 14 | 1 | 0 | 0 | 451 | 46 | 0.083314 | 0.500549 | r2l | 1 |
6.167919 | 33,015 | 96,007 | 1 | 1 | 0 | 3 | 1 | 0 | 0 | 264 | 54 | 0.150245 | 0.875306 | r2l | 1 |
170.50573 | 1,809 | 53,982 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 102 | 93 | 0.02621 | 0.867722 | normal | 0 |
1.617951 | 19,506 | 35,540 | 4 | 2 | 26 | 2 | 1 | 0 | 0 | 245 | 92 | 0.001162 | 0.172664 | probe | 1 |
6.33306 | 3,959,735 | 52,852 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 164 | 63 | 0.537064 | 0.608606 | dos | 1 |
29.817115 | 31,206 | 19,323 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 453 | 26 | 0.02709 | 0.657863 | normal | 0 |
0.156036 | 2,076,942 | 66,674 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 290 | 35 | 0.999772 | 0.642871 | dos | 1 |
36.965426 | 28,140 | 7,211 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 321 | 56 | 0.125442 | 0.066143 | normal | 0 |
185.840411 | 14,062 | 57,547 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 261 | 90 | 0.168222 | 0.120394 | normal | 0 |
24.511454 | 7,954 | 89,560 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 77 | 99 | 0.09077 | 0.409557 | normal | 0 |
1.491409 | 36,704 | 47,003 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 154 | 35 | 0.071947 | 0.911671 | normal | 0 |
31.266905 | 14,356 | 32,148 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 46 | 93 | 0.194725 | 0.254128 | normal | 0 |
21.202124 | 4,623 | 24,936 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 42 | 5 | 0.008892 | 0.247061 | normal | 0 |
70.985893 | 33,236 | 98,517 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 162 | 93 | 0.127949 | 0.418533 | normal | 0 |
2.938703 | 2,255,000 | 83,768 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 235 | 51 | 0.972394 | 0.700604 | dos | 1 |
144.04966 | 27,769 | 60,726 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 95 | 89 | 0.021454 | 0.405627 | normal | 0 |
27.624194 | 2,697 | 66,141 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 435 | 32 | 0.054578 | 0.919519 | normal | 0 |
122.747407 | 29,310 | 15,424 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 294 | 83 | 0.032247 | 0.927955 | normal | 0 |
11.895448 | 6,407,316 | 16,749 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 150 | 38 | 0.596087 | 0.948894 | dos | 1 |
428.670602 | 11,616 | 83,148 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 412 | 25 | 0.190911 | 0.332872 | normal | 0 |
922.01585 | 34,762 | 33,666 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 55 | 95 | 0.091135 | 0.455945 | normal | 0 |
4.594586 | 12,354 | 28,858 | 4 | 0 | 22 | 1 | 0 | 0 | 0 | 74 | 25 | 0.117356 | 0.729948 | probe | 1 |
142.704706 | 2,624 | 43,731 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 340 | 74 | 0.149661 | 0.946339 | normal | 0 |
48.850397 | 7,584 | 27,640 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 111 | 85 | 0.059754 | 0.623224 | normal | 0 |
139.948792 | 14,311 | 21,764 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 140 | 72 | 0.162752 | 0.488702 | normal | 0 |
5.214199 | 24,066 | 47,937 | 2 | 0 | 9 | 0 | 0 | 0 | 0 | 210 | 40 | 0.199057 | 0.583351 | probe | 1 |
2.365517 | 3,456 | 16,473 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 485 | 70 | 0.108356 | 0.202733 | normal | 0 |
0.233561 | 22,700 | 50,140 | 3 | 1 | 12 | 0 | 0 | 0 | 0 | 317 | 71 | 0.126478 | 0.914359 | probe | 1 |
24.589837 | 33,970 | 56,209 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 101 | 30 | 0.058737 | 0.646106 | normal | 0 |
10.631143 | 17,551 | 67,976 | 3 | 1 | 1 | 6 | 0 | 0 | 0 | 329 | 51 | 0.029667 | 0.206436 | r2l | 1 |
16.20948 | 9,068,051 | 13,461 | 1 | 0 | 4 | 1 | 0 | 0 | 0 | 91 | 24 | 0.577361 | 0.437553 | dos | 1 |
44.399518 | 3,174 | 5,563 | 4 | 2 | 3 | 0 | 1 | 4 | 0 | 374 | 8 | 0.04817 | 0.226168 | u2r | 1 |
80.064826 | 30,958 | 11,403 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 300 | 8 | 0.089001 | 0.731929 | normal | 0 |
9.1474 | 3,687,719 | 82,212 | 1 | 2 | 4 | 2 | 0 | 0 | 0 | 364 | 60 | 0.561348 | 0.766264 | dos | 1 |
80.337755 | 27,754 | 26,065 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 465 | 31 | 0.002694 | 0.853653 | normal | 0 |
187.231088 | 14,289 | 48,374 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 194 | 45 | 0.080381 | 0.865407 | normal | 0 |
38.539823 | 2,660 | 76,897 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 193 | 63 | 0.077578 | 0.352254 | normal | 0 |
14.064103 | 37,659 | 86,185 | 0 | 0 | 25 | 0 | 1 | 0 | 0 | 42 | 68 | 0.041814 | 0.903342 | probe | 1 |
0.931855 | 36,702 | 5,429 | 4 | 1 | 4 | 2 | 1 | 5 | 1 | 45 | 2 | 0.006533 | 0.421148 | u2r | 1 |
19.750771 | 3,155,029 | 58,793 | 2 | 2 | 1 | 2 | 1 | 0 | 0 | 143 | 22 | 0.716127 | 0.9272 | dos | 1 |
47.769757 | 47,103 | 9,282 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 268 | 85 | 0.168643 | 0.652505 | normal | 0 |
91.258032 | 46,399 | 55,351 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 466 | 35 | 0.031637 | 0.788274 | normal | 0 |
0.955031 | 2,488,632 | 77,357 | 2 | 1 | 4 | 2 | 1 | 0 | 0 | 88 | 39 | 0.677601 | 0.907147 | dos | 1 |
101.179813 | 37,153 | 51,767 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 225 | 96 | 0.037764 | 0.103225 | normal | 0 |
43.358363 | 41,934 | 8,342 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 491 | 57 | 0.106911 | 0.395455 | normal | 0 |
37.955104 | 20,841 | 14,653 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 184 | 69 | 0.117086 | 0.941739 | normal | 0 |
94.576559 | 36,424 | 64,652 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 442 | 65 | 0.14483 | 0.501417 | normal | 0 |
14.255686 | 47,844 | 5,434 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 496 | 31 | 0.01907 | 0.782377 | normal | 0 |
29.173232 | 2,425 | 66,519 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 36 | 47 | 0.121673 | 0.926475 | normal | 0 |
4.304085 | 26,401 | 67,355 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 95 | 90 | 0.130322 | 0.771252 | normal | 0 |
7.538201 | 32,506 | 82,896 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 84 | 90 | 0.18795 | 0.3056 | normal | 0 |
3.569994 | 20,472 | 6,460 | 0 | 2 | 1 | 0 | 1 | 3 | 1 | 358 | 87 | 0.069807 | 0.599439 | u2r | 1 |
1.97225 | 18,838 | 13,916 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 412 | 17 | 0.12475 | 0.147449 | normal | 0 |
28.158151 | 12,259 | 84,491 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 459 | 99 | 0.157662 | 0.294258 | normal | 0 |
106.414224 | 10,946 | 9,378 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 91 | 83 | 0.165801 | 0.111372 | normal | 0 |
6.305384 | 11,519 | 68,975 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 328 | 67 | 0.060214 | 0.666345 | normal | 0 |
17.101675 | 45,455 | 27,140 | 2 | 0 | 0 | 17 | 1 | 0 | 0 | 333 | 69 | 0.066878 | 0.197855 | r2l | 1 |
55.584471 | 3,948,795 | 56,385 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 85 | 93 | 0.54534 | 0.147783 | dos | 1 |
156.678477 | 38,410 | 16,213 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 387 | 59 | 0.116636 | 0.801975 | normal | 0 |
36.447313 | 37,389 | 95,424 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 310 | 89 | 0.018087 | 0.510707 | normal | 0 |
9.624329 | 16,525 | 38,252 | 1 | 0 | 25 | 0 | 1 | 0 | 0 | 165 | 92 | 0.057775 | 0.735162 | probe | 1 |
12.674149 | 47,519 | 56,689 | 3 | 0 | 0 | 5 | 1 | 0 | 0 | 52 | 29 | 0.131293 | 0.472201 | r2l | 1 |
7.527919 | 29,409 | 28,328 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 305 | 43 | 0.077165 | 0.368081 | normal | 0 |
512.53657 | 18,332 | 99,076 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 171 | 99 | 0.126522 | 0.608226 | normal | 0 |
204.039413 | 10,416 | 45,909 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 71 | 9 | 0.195938 | 0.894124 | normal | 0 |
5.985465 | 4,291 | 91,276 | 2 | 0 | 4 | 1 | 0 | 1 | 0 | 335 | 10 | 0.175623 | 0.72101 | u2r | 1 |
109.774224 | 13,124 | 63,823 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 389 | 58 | 0.046484 | 0.520444 | normal | 0 |
30.534429 | 26,322 | 4,953 | 3 | 0 | 2 | 14 | 0 | 0 | 0 | 54 | 80 | 0.023151 | 0.192392 | r2l | 1 |
21.627002 | 13,699 | 70,130 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 290 | 95 | 0.142073 | 0.204441 | normal | 0 |
22.320434 | 3,434 | 8,840 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 403 | 79 | 0.00626 | 0.918057 | normal | 0 |
63.408746 | 20,143 | 92,335 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 417 | 83 | 0.074042 | 0.333283 | normal | 0 |
242.557951 | 23,563 | 70,482 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 323 | 20 | 0.034507 | 0.846545 | normal | 0 |
1.004405 | 49,906 | 74,787 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 302 | 54 | 0.002156 | 0.887621 | normal | 0 |
152.558234 | 9,684 | 66,523 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 133 | 81 | 0.158271 | 0.638576 | normal | 0 |
5.924778 | 28,344 | 84,110 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 339 | 19 | 0.16653 | 0.388939 | normal | 0 |
13.143276 | 3,061,820 | 37,391 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 234 | 99 | 0.833356 | 0.546708 | dos | 1 |
101.575984 | 21,855 | 83,705 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 386 | 36 | 0.092271 | 0.037546 | normal | 0 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.