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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
190.513258 | 26,208 | 34,092 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 416 | 85 | 0.051721 | 0.342446 | normal | 0 |
37.921104 | 26,592 | 32,868 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 106 | 46 | 0.11088 | 0.616587 | normal | 0 |
332.502251 | 15,970 | 16,799 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 432 | 19 | 0.134631 | 0.6894 | normal | 0 |
116.9059 | 9,539 | 86,979 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 331 | 77 | 0.185371 | 0.180349 | normal | 0 |
49.912786 | 6,021 | 75,111 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 224 | 3 | 0.011163 | 0.17394 | normal | 0 |
120.95715 | 29,308 | 46,210 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 433 | 48 | 0.100275 | 0.918253 | normal | 0 |
1.666075 | 19,995 | 15,230 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 281 | 98 | 0.031703 | 0.306396 | normal | 0 |
15.800523 | 29,315 | 99,347 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 380 | 91 | 0.02145 | 0.631112 | normal | 0 |
177.010979 | 38,609 | 18,130 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 53 | 56 | 0.173704 | 0.034578 | normal | 0 |
103.725467 | 32,456 | 96,550 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 325 | 82 | 0.013682 | 0.971081 | normal | 0 |
45.28629 | 13,561 | 20,875 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 379 | 3 | 0.081473 | 0.89999 | normal | 0 |
13.938276 | 4,350,974 | 62,908 | 2 | 0 | 4 | 0 | 1 | 0 | 0 | 143 | 58 | 0.859852 | 0.413466 | dos | 1 |
235.537582 | 24,356 | 80,163 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 384 | 37 | 0.032669 | 0.044665 | normal | 0 |
99.852656 | 22,983 | 24,041 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 246 | 67 | 0.135372 | 0.820252 | normal | 0 |
4.935575 | 49,016 | 4,443 | 3 | 1 | 21 | 2 | 0 | 0 | 0 | 485 | 53 | 0.100058 | 0.403038 | probe | 1 |
7.159978 | 45,900 | 9,480 | 4 | 2 | 19 | 1 | 1 | 0 | 0 | 286 | 38 | 0.085037 | 0.139335 | probe | 1 |
34.778147 | 30,771 | 54,012 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 388 | 17 | 0.138646 | 0.258916 | normal | 0 |
383.229879 | 41,027 | 61,483 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 196 | 90 | 0.037742 | 0.311735 | normal | 0 |
1.444774 | 4,543,090 | 4,170 | 2 | 2 | 0 | 1 | 1 | 0 | 0 | 72 | 61 | 0.87729 | 0.394114 | dos | 1 |
1.896963 | 5,051,941 | 88,129 | 4 | 1 | 2 | 2 | 0 | 0 | 0 | 248 | 18 | 0.613259 | 0.897692 | dos | 1 |
69.034717 | 39,384 | 32,805 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 398 | 85 | 0.016545 | 0.825945 | normal | 0 |
215.506224 | 3,583 | 41,725 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 273 | 25 | 0.162293 | 0.579885 | normal | 0 |
92.615998 | 10,230 | 44,837 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 75 | 33 | 0.175569 | 0.236525 | normal | 0 |
118.31153 | 6,257 | 43,424 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 262 | 31 | 0.1797 | 0.798987 | normal | 0 |
49.333538 | 39,226 | 4,806 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 223 | 8 | 0.053218 | 0.663722 | normal | 0 |
2.951905 | 5,239 | 37,611 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 12 | 98 | 0.178353 | 0.80501 | normal | 0 |
267.32563 | 17,411 | 93,003 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 489 | 54 | 0.060579 | 0.292567 | normal | 0 |
7.448663 | 7,491,491 | 98,419 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 371 | 48 | 0.647454 | 0.48067 | dos | 1 |
297.89352 | 39,447 | 16,662 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 166 | 20 | 0.146223 | 0.177101 | normal | 0 |
287.68314 | 13,732 | 49,605 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 347 | 44 | 0.126014 | 0.485288 | normal | 0 |
8.098666 | 7,472,068 | 86,623 | 3 | 1 | 3 | 2 | 0 | 0 | 0 | 250 | 43 | 0.803062 | 0.986375 | dos | 1 |
13.565708 | 7,319 | 46,128 | 3 | 1 | 28 | 2 | 1 | 0 | 0 | 5 | 59 | 0.09936 | 0.557747 | probe | 1 |
186.117333 | 6,600 | 20,848 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 93 | 26 | 0.098127 | 0.209435 | normal | 0 |
91.765726 | 18,205 | 94,577 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 369 | 89 | 0.075435 | 0.209759 | normal | 0 |
14.429727 | 29,378 | 49,452 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 350 | 29 | 0.096743 | 0.050304 | normal | 0 |
49.629531 | 28,095 | 6,042 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 382 | 24 | 0.062725 | 0.393562 | normal | 0 |
355.068089 | 2,925 | 70,602 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 333 | 60 | 0.044845 | 0.275181 | normal | 0 |
43.253493 | 23,154 | 98,498 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 141 | 11 | 0.165876 | 0.31592 | normal | 0 |
202.365052 | 43,794 | 66,864 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 252 | 71 | 0.184618 | 0.674327 | normal | 0 |
9.784601 | 41,278 | 71,929 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 57 | 6 | 0.130534 | 0.623299 | normal | 0 |
40.674169 | 41,581 | 59,323 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 184 | 49 | 0.173474 | 0.942726 | normal | 0 |
43.225065 | 16,888 | 79,297 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 377 | 24 | 0.060033 | 0.378363 | normal | 0 |
5.298161 | 13,177 | 14,182 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 285 | 55 | 0.026693 | 0.838397 | normal | 0 |
12.680473 | 31,113 | 14,394 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 429 | 10 | 0.053131 | 0.8964 | normal | 0 |
21.463635 | 6,258 | 56,540 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 325 | 29 | 0.046396 | 0.303312 | normal | 0 |
0.770529 | 20,905 | 13,883 | 4 | 0 | 19 | 1 | 0 | 0 | 0 | 334 | 74 | 0.050385 | 0.317046 | probe | 1 |
6.550111 | 37,934 | 17,941 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 342 | 69 | 0.027693 | 0.941641 | normal | 0 |
35.482081 | 10,127 | 22,360 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 307 | 51 | 0.12943 | 0.390303 | normal | 0 |
49.049081 | 6,302,081 | 56,681 | 3 | 0 | 2 | 1 | 1 | 0 | 0 | 401 | 77 | 0.575098 | 0.941066 | dos | 1 |
118.95038 | 22,395 | 97,197 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 211 | 89 | 0.13981 | 0.294095 | normal | 0 |
96.838195 | 42,681 | 64,048 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 430 | 11 | 0.114494 | 0.872239 | normal | 0 |
103.558752 | 28,353 | 56,271 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 245 | 68 | 0.034438 | 0.440135 | normal | 0 |
46.901657 | 39,911 | 8,720 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 173 | 97 | 0.089838 | 0.584294 | normal | 0 |
8.419757 | 7,824,862 | 74,225 | 1 | 2 | 1 | 0 | 1 | 0 | 0 | 233 | 16 | 0.541374 | 0.489892 | dos | 1 |
127.410995 | 46,953 | 39,550 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 246 | 39 | 0.040102 | 0.83743 | normal | 0 |
166.663212 | 17,289 | 72,682 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 484 | 60 | 0.046926 | 0.260857 | normal | 0 |
14.919805 | 25,981 | 7,914 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 368 | 33 | 0.091697 | 0.109657 | normal | 0 |
66.714699 | 43,254 | 62,953 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 396 | 80 | 0.127068 | 0.267344 | normal | 0 |
28.597111 | 40,103 | 84,765 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 217 | 52 | 0.020562 | 0.981672 | normal | 0 |
18.405129 | 16,987 | 51,277 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 247 | 14 | 0.072784 | 0.867647 | normal | 0 |
132.54827 | 24,210 | 72,877 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 151 | 15 | 0.104803 | 0.163328 | normal | 0 |
0.491562 | 5,283 | 65,129 | 0 | 0 | 2 | 0 | 0 | 4 | 1 | 209 | 57 | 0.109103 | 0.937092 | u2r | 1 |
24.358268 | 19,123 | 98,623 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 483 | 43 | 0.057692 | 0.469697 | normal | 0 |
37.10637 | 9,057 | 15,391 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 295 | 96 | 0.125245 | 0.360334 | normal | 0 |
340.08076 | 16,720 | 90,006 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 88 | 22 | 0.060247 | 0.499913 | normal | 0 |
188.83556 | 4,591 | 29,285 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 254 | 51 | 0.003933 | 0.07386 | normal | 0 |
211.981983 | 43,064 | 94,837 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 422 | 2 | 0.151738 | 0.294325 | normal | 0 |
61.620854 | 38,828 | 36,106 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 104 | 9 | 0.084274 | 0.996604 | normal | 0 |
97.765367 | 34,667 | 95,653 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 119 | 28 | 0.195572 | 0.881179 | normal | 0 |
47.283602 | 3,487 | 57,588 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 460 | 46 | 0.027578 | 0.989602 | normal | 0 |
8.089771 | 16,125 | 66,405 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 58 | 43 | 0.081731 | 0.791521 | normal | 0 |
2.421003 | 1,546 | 72,320 | 2 | 0 | 22 | 2 | 1 | 0 | 0 | 43 | 73 | 0.116427 | 0.222996 | probe | 1 |
90.135471 | 32,999 | 97,768 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 38 | 40 | 0.104681 | 0.748857 | normal | 0 |
33.847622 | 39,237 | 86,029 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 122 | 34 | 0.050071 | 0.111661 | normal | 0 |
188.354964 | 38,460 | 7,042 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 78 | 65 | 0.18386 | 0.623453 | normal | 0 |
14.775568 | 26,710 | 66,221 | 2 | 0 | 0 | 1 | 1 | 8 | 0 | 206 | 43 | 0.103207 | 0.909836 | u2r | 1 |
45.748881 | 37,081 | 81,293 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 458 | 27 | 0.169058 | 0.427053 | normal | 0 |
13.342158 | 29,409 | 51,126 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 367 | 74 | 0.149657 | 0.638175 | normal | 0 |
2.085013 | 32,730 | 56,746 | 3 | 2 | 2 | 12 | 0 | 0 | 0 | 321 | 53 | 0.08167 | 0.806329 | r2l | 1 |
3.358616 | 30,534 | 75,112 | 1 | 0 | 6 | 0 | 0 | 0 | 0 | 471 | 17 | 0.134485 | 0.965492 | probe | 1 |
6.461237 | 8,905,401 | 86,058 | 1 | 1 | 4 | 1 | 0 | 0 | 0 | 92 | 67 | 0.898192 | 0.776903 | dos | 1 |
51.20518 | 34,326 | 91,022 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 71 | 64 | 0.190971 | 0.400189 | normal | 0 |
65.040453 | 5,398 | 97,067 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 253 | 80 | 0.123816 | 0.182573 | normal | 0 |
78.459681 | 18,506 | 31,340 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 224 | 60 | 0.022634 | 0.67438 | normal | 0 |
5.788337 | 34,816 | 23,793 | 3 | 2 | 12 | 0 | 1 | 0 | 0 | 107 | 82 | 0.165276 | 0.234003 | probe | 1 |
74.032545 | 23,089 | 60,470 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 203 | 90 | 0.159112 | 0.96791 | normal | 0 |
71.132056 | 42,680 | 16,950 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 265 | 16 | 0.079813 | 0.780286 | normal | 0 |
38.00577 | 45,831 | 28,493 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 408 | 82 | 0.028688 | 0.670208 | normal | 0 |
16.028962 | 3,009,640 | 75,193 | 4 | 1 | 1 | 0 | 0 | 0 | 0 | 488 | 73 | 0.868289 | 0.795943 | dos | 1 |
78.886792 | 6,961 | 77,930 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 452 | 77 | 0.122262 | 0.306606 | normal | 0 |
40.387096 | 40,139 | 60,914 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 81 | 44 | 0.173167 | 0.02579 | normal | 0 |
294.387087 | 10,453 | 35,233 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 320 | 91 | 0.051694 | 0.36964 | normal | 0 |
186.505567 | 40,735 | 31,039 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 443 | 76 | 0.077886 | 0.551869 | normal | 0 |
405.058483 | 15,730 | 4,348 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 405 | 64 | 0.191133 | 0.818095 | normal | 0 |
117.841512 | 4,818 | 3,926 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 281 | 30 | 0.158624 | 0.946021 | normal | 0 |
47.517362 | 37,018 | 23,943 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 97 | 56 | 0.104277 | 0.054717 | normal | 0 |
32.970015 | 17,007 | 93,252 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 387 | 32 | 0.081271 | 0.019966 | normal | 0 |
108.861595 | 35,349 | 77,241 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 132 | 69 | 0.135588 | 0.56733 | normal | 0 |
395.370904 | 4,584 | 69,546 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 491 | 98 | 0.166482 | 0.286428 | normal | 0 |
98.541329 | 23,294 | 1,400 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 461 | 12 | 0.023669 | 0.850897 | normal | 0 |
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