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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
152.01121 | 15,262 | 16,342 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 325 | 32 | 0.165445 | 0.011936 | normal | 0 |
177.100932 | 24,425 | 23,924 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 72 | 28 | 0.093532 | 0.287541 | normal | 0 |
519.647762 | 19,362 | 96,155 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 436 | 74 | 0.034311 | 0.595751 | normal | 0 |
55.975893 | 3,504 | 86,113 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 37 | 61 | 0.093039 | 0.341017 | normal | 0 |
207.222381 | 25,113 | 43,800 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 76 | 78 | 0.116958 | 0.553552 | normal | 0 |
34.189935 | 7,595,004 | 21,825 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 402 | 23 | 0.630255 | 0.361242 | dos | 1 |
5.781603 | 3,145,763 | 80,690 | 4 | 2 | 0 | 2 | 1 | 0 | 0 | 91 | 39 | 0.578568 | 0.421486 | dos | 1 |
65.284261 | 42,349 | 41,633 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 71 | 92 | 0.170554 | 0.044658 | normal | 0 |
6.188691 | 27,528 | 37,372 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 363 | 41 | 0.050317 | 0.575874 | normal | 0 |
96.949114 | 5,168 | 41,901 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 47 | 1 | 0.033729 | 0.888127 | normal | 0 |
11.450221 | 855,191 | 17,326 | 3 | 1 | 2 | 2 | 1 | 0 | 0 | 211 | 36 | 0.645261 | 0.761165 | dos | 1 |
22.831475 | 10,329 | 69,279 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 232 | 30 | 0.075599 | 0.658915 | normal | 0 |
159.900631 | 23,578 | 71,819 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 114 | 92 | 0.02263 | 0.127057 | normal | 0 |
4.667005 | 7,241,393 | 36,604 | 4 | 1 | 1 | 2 | 1 | 0 | 0 | 210 | 15 | 0.810792 | 0.775084 | dos | 1 |
164.106958 | 43,512 | 80,274 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 356 | 93 | 0.089884 | 0.389752 | normal | 0 |
2.700671 | 23,648 | 9,381 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 328 | 39 | 0.140228 | 0.118323 | normal | 0 |
106.952587 | 25,561 | 45,816 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 157 | 21 | 0.049132 | 0.562503 | normal | 0 |
0.642652 | 44,554 | 43,913 | 2 | 1 | 1 | 16 | 0 | 0 | 0 | 274 | 33 | 0.191272 | 0.348159 | r2l | 1 |
7.378788 | 46,839 | 10,505 | 3 | 2 | 16 | 1 | 0 | 0 | 0 | 325 | 81 | 0.101119 | 0.306222 | probe | 1 |
17.007183 | 5,606,583 | 62,818 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 317 | 27 | 0.757093 | 0.753005 | dos | 1 |
32.906645 | 37,042 | 15,414 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 445 | 25 | 0.105375 | 0.270525 | normal | 0 |
71.574837 | 24,984 | 72,927 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 126 | 48 | 0.001199 | 0.537374 | normal | 0 |
2.281669 | 3,204 | 24,311 | 1 | 1 | 4 | 19 | 1 | 0 | 0 | 389 | 45 | 0.151385 | 0.239111 | r2l | 1 |
1.28616 | 19,421 | 34,677 | 2 | 0 | 3 | 4 | 1 | 0 | 0 | 169 | 32 | 0.050225 | 0.519209 | r2l | 1 |
166.643054 | 14,117 | 59,590 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 153 | 57 | 0.177152 | 0.494916 | normal | 0 |
0.824566 | 4,937,734 | 35,442 | 2 | 2 | 0 | 2 | 0 | 0 | 0 | 321 | 79 | 0.645612 | 0.241565 | dos | 1 |
13.558475 | 12,163 | 3,324 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 237 | 2 | 0.145874 | 0.793355 | normal | 0 |
12.705993 | 48,682 | 87,753 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 75 | 11 | 0.165435 | 0.143511 | normal | 0 |
513.318999 | 49,964 | 68,138 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 206 | 67 | 0.019501 | 0.012493 | normal | 0 |
19.867818 | 17,434 | 87,717 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 297 | 81 | 0.182609 | 0.965315 | normal | 0 |
8.950367 | 4,665 | 65,690 | 4 | 0 | 4 | 10 | 1 | 0 | 0 | 366 | 25 | 0.156474 | 0.511438 | r2l | 1 |
470.302152 | 34,406 | 27,423 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 435 | 56 | 0.048889 | 0.35005 | normal | 0 |
48.415898 | 43,672 | 96,070 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 457 | 42 | 0.078375 | 0.215128 | normal | 0 |
18.232658 | 13,325 | 63,151 | 0 | 0 | 12 | 0 | 0 | 0 | 0 | 177 | 25 | 0.077192 | 0.843879 | probe | 1 |
12.812721 | 24,421 | 12,057 | 2 | 2 | 29 | 1 | 1 | 0 | 0 | 47 | 36 | 0.184637 | 0.59693 | probe | 1 |
49.864195 | 30,723 | 61,397 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 389 | 79 | 0.16782 | 0.379244 | normal | 0 |
17.651541 | 27,727 | 44,601 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 408 | 56 | 0.184982 | 0.085342 | normal | 0 |
56.874211 | 45,729 | 43,339 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 326 | 95 | 0.084995 | 0.7419 | normal | 0 |
147.791699 | 27,810 | 20,887 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 465 | 42 | 0.133218 | 0.20933 | normal | 0 |
19.334221 | 19,848 | 1,527 | 0 | 1 | 3 | 4 | 1 | 0 | 0 | 188 | 87 | 0.147541 | 0.100803 | r2l | 1 |
23.673092 | 18,599 | 95,925 | 2 | 2 | 29 | 1 | 1 | 0 | 0 | 123 | 89 | 0.165228 | 0.220875 | probe | 1 |
19.233024 | 41,284 | 98,929 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 331 | 19 | 0.173971 | 0.853642 | normal | 0 |
253.27621 | 946 | 17,069 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 30 | 45 | 0.177446 | 0.701662 | normal | 0 |
4.499635 | 32,492 | 75,193 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 140 | 65 | 0.023674 | 0.371796 | normal | 0 |
10.035713 | 32,450 | 16,348 | 4 | 2 | 29 | 0 | 0 | 0 | 0 | 143 | 80 | 0.087818 | 0.414226 | probe | 1 |
4.753341 | 48,079 | 31,999 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 142 | 8 | 0.109459 | 0.861613 | normal | 0 |
181.954216 | 14,682 | 92,575 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 136 | 28 | 0.003886 | 0.490251 | normal | 0 |
235.82544 | 36,937 | 93,583 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 112 | 24 | 0.051845 | 0.327555 | normal | 0 |
35.299476 | 24,131 | 21,593 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 304 | 68 | 0.052161 | 0.283761 | normal | 0 |
7.681155 | 26,937 | 96,197 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 397 | 64 | 0.071066 | 0.757519 | normal | 0 |
65.524375 | 7,011 | 12,428 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 284 | 87 | 0.17785 | 0.224433 | normal | 0 |
0.172704 | 42,643 | 82,789 | 3 | 0 | 1 | 13 | 0 | 0 | 0 | 491 | 18 | 0.109299 | 0.712562 | r2l | 1 |
12.000491 | 28,648 | 68,613 | 3 | 0 | 28 | 1 | 0 | 0 | 0 | 340 | 15 | 0.134622 | 0.890175 | probe | 1 |
30.961617 | 1,659,070 | 28,389 | 1 | 1 | 2 | 0 | 1 | 0 | 0 | 49 | 82 | 0.90245 | 0.40749 | dos | 1 |
23.550215 | 26,797 | 92,043 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 26 | 98 | 0.127039 | 0.777664 | normal | 0 |
44.153524 | 23,725 | 904 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 440 | 53 | 0.087627 | 0.043678 | normal | 0 |
152.584378 | 13,012 | 13,651 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 297 | 43 | 0.1303 | 0.177818 | normal | 0 |
103.215609 | 9,578 | 91,962 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 360 | 48 | 0.133609 | 0.176116 | normal | 0 |
17.545208 | 32,925 | 66,778 | 3 | 2 | 28 | 2 | 1 | 0 | 0 | 168 | 8 | 0.098502 | 0.216801 | probe | 1 |
109.154214 | 9,976 | 43,586 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 382 | 76 | 0.191525 | 0.766016 | normal | 0 |
144.950224 | 39,737 | 68,247 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 253 | 77 | 0.067202 | 0.965254 | normal | 0 |
3.741 | 16,271 | 1,294 | 4 | 1 | 12 | 0 | 0 | 0 | 0 | 23 | 88 | 0.178983 | 0.35202 | probe | 1 |
3.12732 | 1,404 | 38,705 | 2 | 1 | 0 | 19 | 0 | 0 | 0 | 189 | 65 | 0.008995 | 0.659448 | r2l | 1 |
0.024532 | 20,787 | 67,092 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 15 | 75 | 0.136826 | 0.458652 | normal | 0 |
162.378589 | 6,103 | 27,136 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 476 | 12 | 0.152798 | 0.291541 | normal | 0 |
172.953738 | 16,896 | 82,656 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 1 | 16 | 0.022745 | 0.474787 | normal | 0 |
119.601952 | 5,236 | 49,930 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 210 | 34 | 0.180261 | 0.733553 | normal | 0 |
7.967212 | 2,877 | 38,293 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 49 | 16 | 0.140856 | 0.040265 | normal | 0 |
88.001253 | 839 | 40,293 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 457 | 54 | 0.03261 | 0.90834 | normal | 0 |
10.992983 | 29,190 | 12,375 | 4 | 0 | 4 | 5 | 1 | 0 | 0 | 125 | 21 | 0.144379 | 0.522904 | r2l | 1 |
49.375273 | 48,651 | 30,064 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 322 | 64 | 0.156771 | 0.218767 | normal | 0 |
22.064759 | 26,924 | 70,320 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 50 | 38 | 0.056141 | 0.549499 | normal | 0 |
88.582772 | 40,453 | 57,152 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 333 | 57 | 0.14588 | 0.506216 | normal | 0 |
175.046376 | 46,621 | 96,575 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 14 | 91 | 0.120391 | 0.513637 | normal | 0 |
7.360592 | 28,758 | 95,129 | 0 | 0 | 20 | 0 | 1 | 0 | 0 | 201 | 79 | 0.139451 | 0.739294 | probe | 1 |
90.869768 | 5,721 | 72,330 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 26 | 16 | 0.158205 | 0.808478 | normal | 0 |
103.050644 | 31,925 | 31,682 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 480 | 49 | 0.185328 | 0.028154 | normal | 0 |
92.222591 | 24,291 | 98,825 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 387 | 87 | 0.067432 | 0.947719 | normal | 0 |
2.578675 | 9,922,706 | 71,233 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 402 | 35 | 0.898386 | 0.090743 | dos | 1 |
99.797625 | 22,816 | 68,383 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 469 | 25 | 0.19511 | 0.643426 | normal | 0 |
7.013711 | 3,048,313 | 69,647 | 3 | 0 | 1 | 0 | 1 | 0 | 0 | 287 | 92 | 0.956755 | 0.926429 | dos | 1 |
26.77968 | 927 | 26,991 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 216 | 44 | 0.133679 | 0.952838 | normal | 0 |
96.494017 | 19,715 | 22,778 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 290 | 24 | 0.004776 | 0.777667 | normal | 0 |
1.785156 | 15,189 | 78,617 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 298 | 4 | 0.036664 | 0.549661 | normal | 0 |
7.752648 | 9,909 | 45,415 | 4 | 1 | 1 | 15 | 0 | 0 | 0 | 325 | 70 | 0.156822 | 0.382448 | r2l | 1 |
5.574038 | 13,455 | 73,958 | 3 | 2 | 1 | 15 | 1 | 0 | 0 | 191 | 14 | 0.147242 | 0.428384 | r2l | 1 |
27.335159 | 22,336 | 30,537 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 32 | 67 | 0.168574 | 0.153351 | normal | 0 |
91.163367 | 42,744 | 56,572 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 383 | 85 | 0.101192 | 0.622188 | normal | 0 |
76.376293 | 14,047 | 40,887 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 213 | 34 | 0.178172 | 0.285592 | normal | 0 |
30.204005 | 25,185 | 62,051 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 238 | 2 | 0.124679 | 0.234435 | normal | 0 |
62.170879 | 5,732 | 39,517 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 27 | 7 | 0.015717 | 0.252366 | normal | 0 |
7.398773 | 8,986 | 11,656 | 1 | 1 | 23 | 2 | 1 | 0 | 0 | 225 | 35 | 0.177798 | 0.412287 | probe | 1 |
0.077276 | 20,500 | 92,676 | 2 | 0 | 1 | 6 | 1 | 0 | 0 | 387 | 23 | 0.076334 | 0.047886 | r2l | 1 |
99.383122 | 29,892 | 66,054 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 211 | 84 | 0.03654 | 0.116823 | normal | 0 |
3.599079 | 49,242 | 75,840 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 1 | 97 | 0.16494 | 0.45099 | normal | 0 |
10.842045 | 30,150 | 10,458 | 2 | 0 | 21 | 2 | 0 | 0 | 0 | 237 | 25 | 0.18449 | 0.496864 | probe | 1 |
0.712604 | 9,610,423 | 36,619 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 376 | 68 | 0.806407 | 0.84794 | dos | 1 |
150.616301 | 16,382 | 37,772 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 324 | 7 | 0.127278 | 0.733411 | normal | 0 |
43.117822 | 5,623 | 25,609 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 314 | 18 | 0.083426 | 0.488799 | normal | 0 |
25.826786 | 9,538 | 74,493 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 219 | 57 | 0.169027 | 0.045198 | normal | 0 |
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