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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.807201 | 22,490 | 45,122 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 392 | 20 | 0.046978 | 0.951332 | normal | 0 |
3.587126 | 7,600,887 | 76,950 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 483 | 54 | 0.993939 | 0.364692 | dos | 1 |
2.242326 | 23,923 | 53,228 | 2 | 1 | 21 | 2 | 0 | 0 | 0 | 355 | 33 | 0.090053 | 0.658783 | probe | 1 |
16.618863 | 2,290 | 55,111 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 427 | 10 | 0.167264 | 0.824792 | normal | 0 |
50.376826 | 48,157 | 9,565 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 228 | 11 | 0.051041 | 0.235035 | normal | 0 |
106.713719 | 37,559 | 25,203 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 127 | 35 | 0.127767 | 0.22648 | normal | 0 |
4.897458 | 2,209,524 | 68,231 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 294 | 60 | 0.678112 | 0.082708 | dos | 1 |
156.796527 | 21,854 | 58,514 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 74 | 35 | 0.042349 | 0.293377 | normal | 0 |
127.900387 | 16,646 | 29,036 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 439 | 27 | 0.030902 | 0.88901 | normal | 0 |
44.48762 | 41,409 | 66,213 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 178 | 14 | 0.098872 | 0.105465 | normal | 0 |
13.045535 | 130 | 15,587 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 177 | 67 | 0.078268 | 0.285559 | normal | 0 |
24.441088 | 6,701 | 71,347 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 234 | 57 | 0.033012 | 0.85397 | normal | 0 |
0.956859 | 7,163,890 | 77,089 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 480 | 21 | 0.758088 | 0.832139 | dos | 1 |
194.723061 | 43,198 | 3,401 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 292 | 56 | 0.030876 | 0.109267 | normal | 0 |
302.744696 | 18,659 | 18,826 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 30 | 41 | 0.076912 | 0.723353 | normal | 0 |
7.382985 | 21,549 | 66,090 | 1 | 1 | 10 | 2 | 1 | 0 | 0 | 207 | 82 | 0.133745 | 0.370793 | probe | 1 |
4.018346 | 6,118,294 | 41,762 | 4 | 0 | 4 | 1 | 1 | 0 | 0 | 400 | 95 | 0.605339 | 0.044949 | dos | 1 |
104.606646 | 24,376 | 83,082 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 102 | 89 | 0.066102 | 0.049883 | normal | 0 |
124.014375 | 49,760 | 16,807 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 87 | 27 | 0.048255 | 0.327707 | normal | 0 |
103.244045 | 29,516 | 75,004 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 335 | 2 | 0.06989 | 0.82381 | normal | 0 |
146.972549 | 45,895 | 41,375 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 198 | 42 | 0.078029 | 0.857415 | normal | 0 |
44.546178 | 8,077 | 11,184 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 455 | 91 | 0.093606 | 0.870404 | normal | 0 |
19.775944 | 37,200 | 13,818 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 207 | 53 | 0.077648 | 0.183965 | normal | 0 |
22.888924 | 14,394 | 83,925 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 280 | 20 | 0.184978 | 0.579829 | normal | 0 |
1.108636 | 2,459,499 | 60,088 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 451 | 75 | 0.903032 | 0.084239 | dos | 1 |
43.127823 | 19,508 | 12,864 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 309 | 49 | 0.00936 | 0.844159 | normal | 0 |
9.622906 | 35,938 | 35,631 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 184 | 44 | 0.154028 | 0.917106 | normal | 0 |
38.785413 | 17,558 | 67,548 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 432 | 76 | 0.082472 | 0.734254 | normal | 0 |
12.151718 | 22,452 | 4,309 | 1 | 0 | 3 | 9 | 0 | 0 | 0 | 383 | 24 | 0.130974 | 0.095218 | r2l | 1 |
2.262466 | 2,843,708 | 7,647 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 462 | 14 | 0.957936 | 0.278195 | dos | 1 |
11.034021 | 131,935 | 61,592 | 2 | 0 | 1 | 0 | 1 | 0 | 0 | 277 | 75 | 0.858894 | 0.788789 | dos | 1 |
2.014754 | 217,739 | 56,167 | 1 | 0 | 2 | 0 | 1 | 0 | 0 | 393 | 84 | 0.959714 | 0.551398 | dos | 1 |
9.505133 | 13,754 | 45,996 | 4 | 2 | 0 | 11 | 1 | 0 | 0 | 56 | 96 | 0.042533 | 0.141774 | r2l | 1 |
21.452117 | 23,804 | 95,644 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 41 | 51 | 0.164176 | 0.99412 | normal | 0 |
353.999928 | 17,219 | 77,668 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 496 | 27 | 0.097946 | 0.561927 | normal | 0 |
79.734055 | 8,233 | 3,871 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 299 | 44 | 0.065309 | 0.111336 | normal | 0 |
27.776731 | 6,085,238 | 78,970 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 396 | 87 | 0.61031 | 0.309441 | dos | 1 |
0.04291 | 4,687,558 | 72,285 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 115 | 22 | 0.67456 | 0.935195 | dos | 1 |
50.284298 | 22,305 | 55,163 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 280 | 86 | 0.01133 | 0.398621 | normal | 0 |
229.483671 | 43,916 | 34,411 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 300 | 45 | 0.186762 | 0.412173 | normal | 0 |
30.202055 | 22,160 | 60,143 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 233 | 75 | 0.188695 | 0.707651 | normal | 0 |
3.31043 | 16,179 | 75,531 | 1 | 0 | 21 | 1 | 1 | 0 | 0 | 20 | 47 | 0.028857 | 0.553694 | probe | 1 |
70.309199 | 20,961 | 99,257 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 419 | 12 | 0.078751 | 0.277477 | normal | 0 |
223.133788 | 16,579 | 93,426 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 163 | 4 | 0.15835 | 0.58457 | normal | 0 |
203.0708 | 9,203 | 94,995 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 226 | 77 | 0.191243 | 0.084919 | normal | 0 |
85.414978 | 29,558 | 87,345 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 92 | 21 | 0.046987 | 0.163749 | normal | 0 |
28.88354 | 37,256 | 60,551 | 2 | 0 | 16 | 1 | 1 | 0 | 0 | 305 | 83 | 0.011093 | 0.87484 | probe | 1 |
51.643629 | 11,598 | 91,294 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 133 | 44 | 0.132248 | 0.151801 | normal | 0 |
12.582531 | 3,445,593 | 53,399 | 3 | 1 | 4 | 1 | 1 | 0 | 0 | 48 | 86 | 0.538978 | 0.692787 | dos | 1 |
93.59151 | 9,010 | 23,421 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 431 | 37 | 0.041113 | 0.346152 | normal | 0 |
151.913002 | 44,064 | 82,828 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 338 | 42 | 0.086165 | 0.694742 | normal | 0 |
59.759102 | 23,499 | 88,519 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 439 | 38 | 0.112068 | 0.447526 | normal | 0 |
0.018745 | 7,134,124 | 90,574 | 1 | 0 | 3 | 2 | 0 | 0 | 0 | 201 | 16 | 0.814166 | 0.007422 | dos | 1 |
56.028571 | 7,758 | 71,502 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 70 | 86 | 0.166181 | 0.323427 | normal | 0 |
121.375718 | 43,488 | 91,161 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 71 | 97 | 0.077303 | 0.692144 | normal | 0 |
190.697515 | 31,984 | 60,581 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 367 | 78 | 0.103252 | 0.161667 | normal | 0 |
1.978759 | 15,365 | 11,629 | 0 | 1 | 1 | 9 | 1 | 0 | 0 | 257 | 10 | 0.100183 | 0.682306 | r2l | 1 |
65.559605 | 20,165 | 95,013 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 127 | 82 | 0.04054 | 0.847344 | normal | 0 |
24.636742 | 1,214,769 | 4,534 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 478 | 80 | 0.566847 | 0.135147 | dos | 1 |
19.491658 | 47,567 | 22,624 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 278 | 90 | 0.184446 | 0.233428 | normal | 0 |
280.095071 | 32,605 | 86,409 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 97 | 34 | 0.09433 | 0.501512 | normal | 0 |
37.991392 | 11,511 | 3,538 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 420 | 78 | 0.023199 | 0.108693 | normal | 0 |
161.290122 | 43,673 | 38,786 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 497 | 42 | 0.119645 | 0.933443 | normal | 0 |
125.648446 | 32,797 | 31,866 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 117 | 37 | 0.09347 | 0.983265 | normal | 0 |
156.502685 | 15,262 | 75,286 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 319 | 35 | 0.11546 | 0.568675 | normal | 0 |
276.094689 | 6,135 | 64,317 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 261 | 97 | 0.189103 | 0.296756 | normal | 0 |
5.036347 | 22,610 | 38,085 | 2 | 0 | 17 | 0 | 1 | 0 | 0 | 303 | 5 | 0.111183 | 0.319423 | probe | 1 |
228.229575 | 47,025 | 89,128 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 91 | 38 | 0.159359 | 0.41967 | normal | 0 |
8.246978 | 8,282,889 | 26,744 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 306 | 11 | 0.794957 | 0.860601 | dos | 1 |
98.540658 | 26,941 | 22,952 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 440 | 40 | 0.101937 | 0.810659 | normal | 0 |
147.961921 | 38,846 | 26,460 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 365 | 58 | 0.158246 | 0.899728 | normal | 0 |
31.69614 | 14,917 | 63,491 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 468 | 53 | 0.071044 | 0.925498 | normal | 0 |
134.997709 | 20,544 | 7,422 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 226 | 83 | 0.098595 | 0.330595 | normal | 0 |
150.722809 | 48,643 | 94,850 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 420 | 70 | 0.139024 | 0.715117 | normal | 0 |
177.896935 | 3,084 | 15,358 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 85 | 31 | 0.185916 | 0.206917 | normal | 0 |
37.525057 | 19,280 | 69,075 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 15 | 81 | 0.122832 | 0.673367 | normal | 0 |
114.446752 | 5,544 | 68,402 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 210 | 37 | 0.113485 | 0.559907 | normal | 0 |
5.433488 | 37,799 | 37,046 | 3 | 1 | 18 | 1 | 0 | 0 | 0 | 373 | 11 | 0.043006 | 0.317394 | probe | 1 |
3.528261 | 2,264,204 | 64,618 | 3 | 0 | 4 | 2 | 1 | 0 | 0 | 49 | 49 | 0.700705 | 0.08071 | dos | 1 |
62.170814 | 3,908 | 28,094 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 342 | 41 | 0.061703 | 0.357518 | normal | 0 |
91.017044 | 8,780 | 96,327 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 167 | 16 | 0.144791 | 0.397578 | normal | 0 |
53.758033 | 46,587 | 80,452 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 114 | 7 | 0.142624 | 0.874973 | normal | 0 |
17.671681 | 40,179 | 50,951 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 70 | 33 | 0.049867 | 0.919677 | normal | 0 |
19.605081 | 23,427 | 90,234 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 109 | 45 | 0.006168 | 0.950338 | normal | 0 |
8.07426 | 26,934 | 65,927 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 16 | 39 | 0.017249 | 0.281807 | normal | 0 |
96.252495 | 19,197 | 68,834 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 310 | 35 | 0.132195 | 0.865525 | normal | 0 |
188.808359 | 25,926 | 78,738 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 366 | 82 | 0.128227 | 0.785019 | normal | 0 |
2.105698 | 6,218 | 26,991 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 348 | 46 | 0.171487 | 0.929805 | normal | 0 |
30.990484 | 4,163,812 | 37,321 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 158 | 42 | 0.761275 | 0.596701 | dos | 1 |
31.918592 | 4,288,324 | 14,518 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 486 | 67 | 0.996597 | 0.04534 | dos | 1 |
133.834545 | 14,807 | 81,122 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 442 | 32 | 0.168585 | 0.631411 | normal | 0 |
4.522817 | 25,667 | 77,768 | 1 | 2 | 7 | 0 | 1 | 0 | 0 | 367 | 93 | 0.152396 | 0.675114 | probe | 1 |
0.754608 | 25,075 | 68,679 | 0 | 2 | 0 | 17 | 1 | 0 | 0 | 458 | 31 | 0.193291 | 0.52515 | r2l | 1 |
26.397362 | 12,696 | 18,943 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 330 | 99 | 0.069628 | 0.056668 | normal | 0 |
50.924557 | 36,967 | 15,367 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 67 | 77 | 0.168052 | 0.939407 | normal | 0 |
25.489054 | 26,243 | 38,840 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 297 | 41 | 0.065606 | 0.101085 | normal | 0 |
55.192262 | 3,917 | 27,347 | 0 | 0 | 2 | 10 | 1 | 0 | 0 | 367 | 68 | 0.153372 | 0.007252 | r2l | 1 |
7.095963 | 26,949 | 5,894 | 3 | 1 | 5 | 2 | 1 | 0 | 0 | 274 | 42 | 0.132198 | 0.427582 | probe | 1 |
94.419971 | 6,582 | 20,525 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 86 | 74 | 0.121677 | 0.308697 | normal | 0 |
8.46669 | 9,417 | 97,429 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 63 | 20 | 0.059517 | 0.753283 | normal | 0 |
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