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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5.223317 | 39,225 | 16,867 | 2 | 0 | 11 | 0 | 1 | 0 | 0 | 43 | 31 | 0.192218 | 0.975604 | probe | 1 |
166.385799 | 9,165 | 73,348 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 383 | 96 | 0.116957 | 0.373247 | normal | 0 |
13.80043 | 8,665 | 49,539 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 100 | 25 | 0.19336 | 0.549949 | normal | 0 |
127.948595 | 32,179 | 74,272 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 124 | 7 | 0.093255 | 0.308723 | normal | 0 |
3.592199 | 3,284,797 | 2,965 | 4 | 1 | 2 | 1 | 1 | 0 | 0 | 7 | 13 | 0.765551 | 0.018138 | dos | 1 |
47.04963 | 39,355 | 68,282 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 334 | 96 | 0.169395 | 0.771187 | normal | 0 |
14.22676 | 29,633 | 39,946 | 0 | 0 | 24 | 0 | 1 | 0 | 0 | 407 | 11 | 0.01898 | 0.587656 | probe | 1 |
3.52513 | 19,965 | 53,828 | 1 | 0 | 29 | 2 | 1 | 0 | 0 | 363 | 72 | 0.046302 | 0.62039 | probe | 1 |
105.882185 | 45,456 | 86,146 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 374 | 71 | 0.034126 | 0.683747 | normal | 0 |
2.057377 | 5,715 | 97,678 | 0 | 2 | 1 | 1 | 1 | 3 | 1 | 316 | 98 | 0.086905 | 0.151405 | u2r | 1 |
46.462232 | 40,326 | 93,434 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 326 | 21 | 0.084076 | 0.384121 | normal | 0 |
266.26872 | 15,184 | 59,002 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 193 | 44 | 0.08599 | 0.467868 | normal | 0 |
58.40939 | 8,116 | 53,613 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 101 | 53 | 0.149644 | 0.761944 | normal | 0 |
17.151283 | 31,256 | 16,804 | 3 | 0 | 10 | 0 | 0 | 0 | 0 | 108 | 4 | 0.134288 | 0.634937 | probe | 1 |
261.98298 | 26,825 | 61,331 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 146 | 1 | 0.115641 | 0.43587 | normal | 0 |
366.304895 | 34,925 | 22,258 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 228 | 53 | 0.085321 | 0.399121 | normal | 0 |
228.594452 | 44,172 | 94,177 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 192 | 44 | 0.041676 | 0.771263 | normal | 0 |
38.185405 | 18,901 | 28,766 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 491 | 20 | 0.062108 | 0.541591 | normal | 0 |
328.535987 | 49,377 | 86,850 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 378 | 78 | 0.039623 | 0.986149 | normal | 0 |
14.271045 | 35,700 | 50,971 | 0 | 0 | 26 | 2 | 0 | 0 | 0 | 91 | 71 | 0.169224 | 0.026469 | probe | 1 |
4.292379 | 1,396,116 | 72,932 | 2 | 1 | 0 | 1 | 1 | 0 | 0 | 28 | 10 | 0.862314 | 0.764041 | dos | 1 |
1.528927 | 22,954 | 95,347 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 79 | 76 | 0.037742 | 0.149084 | normal | 0 |
9.037901 | 37,486 | 49,059 | 1 | 2 | 4 | 10 | 1 | 0 | 0 | 391 | 80 | 0.097034 | 0.865145 | r2l | 1 |
150.548439 | 14,242 | 50,082 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 129 | 33 | 0.162532 | 0.274924 | normal | 0 |
3.968235 | 17,493 | 62,120 | 4 | 1 | 0 | 2 | 1 | 5 | 1 | 418 | 1 | 0.180868 | 0.242798 | u2r | 1 |
8.50403 | 3,878 | 60,730 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 180 | 13 | 0.111875 | 0.522639 | normal | 0 |
26.470611 | 33,809 | 17,737 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 196 | 85 | 0.054919 | 0.452407 | normal | 0 |
327.707886 | 36,471 | 66,192 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 416 | 94 | 0.19259 | 0.313252 | normal | 0 |
11.09462 | 36,848 | 55,581 | 1 | 2 | 20 | 0 | 1 | 0 | 0 | 299 | 78 | 0.119838 | 0.323497 | probe | 1 |
50.726201 | 15,418 | 83,125 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 494 | 96 | 0.026839 | 0.271431 | normal | 0 |
183.221164 | 37,236 | 52,019 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 20 | 83 | 0.136505 | 0.414652 | normal | 0 |
9.139232 | 47,168 | 5,014 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 265 | 16 | 0.047178 | 0.650789 | normal | 0 |
53.946864 | 41,561 | 92,196 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 326 | 84 | 0.080679 | 0.452168 | normal | 0 |
47.11255 | 44,878 | 35,258 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 442 | 49 | 0.041594 | 0.445737 | normal | 0 |
1.210951 | 6,922,349 | 66,410 | 4 | 1 | 2 | 2 | 1 | 0 | 0 | 372 | 62 | 0.835069 | 0.92704 | dos | 1 |
4.272074 | 32,771 | 11,299 | 0 | 1 | 13 | 0 | 0 | 0 | 0 | 371 | 4 | 0.168117 | 0.921884 | probe | 1 |
23.581722 | 32,070 | 4,163 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 169 | 98 | 0.003355 | 0.460326 | normal | 0 |
9.364199 | 7,868,364 | 26,009 | 2 | 2 | 4 | 2 | 0 | 0 | 0 | 277 | 81 | 0.839878 | 0.233539 | dos | 1 |
102.277999 | 43,448 | 63,470 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 104 | 72 | 0.045917 | 0.157926 | normal | 0 |
19.121424 | 18,803 | 78,183 | 1 | 1 | 9 | 1 | 1 | 0 | 0 | 464 | 22 | 0.105616 | 0.895638 | probe | 1 |
9.197157 | 5,235,361 | 65,469 | 2 | 0 | 4 | 1 | 0 | 0 | 0 | 321 | 55 | 0.629396 | 0.473194 | dos | 1 |
35.378563 | 23,022 | 28,605 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 172 | 78 | 0.162166 | 0.761186 | normal | 0 |
11.092248 | 738,428 | 70,579 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 164 | 28 | 0.870557 | 0.5861 | dos | 1 |
177.280052 | 22,822 | 56,875 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 360 | 89 | 0.032048 | 0.21908 | normal | 0 |
355.757251 | 13,994 | 55,777 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 496 | 83 | 0.141898 | 0.280344 | normal | 0 |
10.455387 | 3,316,165 | 14,624 | 1 | 0 | 3 | 0 | 0 | 0 | 0 | 18 | 7 | 0.813652 | 0.910893 | dos | 1 |
34.382983 | 32,854 | 88,153 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 300 | 31 | 0.016791 | 0.450863 | normal | 0 |
92.00301 | 36,142 | 49,726 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 360 | 6 | 0.110053 | 0.543323 | normal | 0 |
149.311808 | 25,732 | 91,207 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 265 | 76 | 0.05825 | 0.301076 | normal | 0 |
2.899038 | 3,305,517 | 52,047 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 239 | 86 | 0.708519 | 0.473577 | dos | 1 |
99.445 | 29,584 | 63,854 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 469 | 18 | 0.179447 | 0.810823 | normal | 0 |
126.071625 | 47,956 | 55,322 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 265 | 28 | 0.155989 | 0.828522 | normal | 0 |
1.48532 | 5,766,227 | 31,619 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 375 | 45 | 0.640943 | 0.600207 | dos | 1 |
11.189933 | 1,725,831 | 95,593 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 76 | 34 | 0.510933 | 0.371832 | dos | 1 |
594.553326 | 3,039 | 67,124 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 124 | 63 | 0.074998 | 0.027405 | normal | 0 |
49.783809 | 30,650 | 55,025 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 229 | 58 | 0.088323 | 0.406961 | normal | 0 |
128.446057 | 11,770 | 26,054 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 344 | 94 | 0.150994 | 0.054017 | normal | 0 |
84.960073 | 41,600 | 41,764 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 453 | 57 | 0.014194 | 0.277801 | normal | 0 |
66.683367 | 29,706 | 48,718 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 186 | 39 | 0.064488 | 0.379547 | normal | 0 |
1.672056 | 820,417 | 42,929 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 77 | 74 | 0.672167 | 0.47748 | dos | 1 |
50.377363 | 9,149 | 78,192 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 419 | 40 | 0.120896 | 0.854152 | normal | 0 |
13.480075 | 31,793 | 409 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 36 | 39 | 0.058331 | 0.056405 | normal | 0 |
67.117707 | 11,128 | 42,585 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 218 | 89 | 0.064051 | 0.05269 | normal | 0 |
2.628931 | 2,233,547 | 69,110 | 3 | 0 | 2 | 2 | 1 | 0 | 0 | 318 | 60 | 0.522685 | 0.863519 | dos | 1 |
22.552407 | 34,620 | 15,384 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 433 | 83 | 0.181689 | 0.756001 | normal | 0 |
9.519987 | 29,687 | 24,736 | 2 | 0 | 4 | 10 | 1 | 0 | 0 | 50 | 16 | 0.022264 | 0.027729 | r2l | 1 |
25.809175 | 18,150 | 40,130 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 351 | 98 | 0.017771 | 0.835562 | normal | 0 |
52.632444 | 1,963 | 95,944 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 364 | 99 | 0.153821 | 0.556957 | normal | 0 |
16.833544 | 4,561 | 38,621 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 380 | 35 | 0.139704 | 0.165307 | normal | 0 |
76.743256 | 47,004 | 12,058 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 309 | 40 | 0.144172 | 0.697478 | normal | 0 |
36.764577 | 43,473 | 53,260 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 405 | 16 | 0.09565 | 0.696758 | normal | 0 |
67.191914 | 38,080 | 85,398 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 251 | 5 | 0.034967 | 0.779081 | normal | 0 |
25.439807 | 2,218 | 42,946 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 151 | 12 | 0.000362 | 0.455277 | normal | 0 |
44.214034 | 12,713 | 83,798 | 1 | 1 | 12 | 2 | 0 | 0 | 0 | 139 | 78 | 0.038864 | 0.307501 | probe | 1 |
151.061867 | 38,494 | 28,002 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 376 | 48 | 0.16222 | 0.762758 | normal | 0 |
11.429959 | 6,912,448 | 77,045 | 3 | 2 | 4 | 1 | 0 | 0 | 0 | 40 | 65 | 0.604209 | 0.468055 | dos | 1 |
41.663631 | 27,567 | 20,918 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 7 | 52 | 0.057307 | 0.586185 | normal | 0 |
4.865911 | 7,458 | 49,572 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 128 | 54 | 0.127436 | 0.709608 | normal | 0 |
200.674932 | 47,417 | 54,923 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 228 | 48 | 0.00817 | 0.348444 | normal | 0 |
18.608263 | 42,130 | 23,807 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 180 | 38 | 0.197578 | 0.117842 | normal | 0 |
266.991977 | 18,237 | 62,739 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 176 | 79 | 0.133368 | 0.432807 | normal | 0 |
65.122891 | 26,812 | 13,318 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 51 | 95 | 0.093274 | 0.70025 | normal | 0 |
41.610154 | 28,534 | 82,419 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 211 | 56 | 0.068364 | 0.43806 | normal | 0 |
135.386387 | 30,022 | 57,589 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 405 | 34 | 0.181795 | 0.408273 | normal | 0 |
209.426613 | 39,228 | 89,291 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 478 | 87 | 0.150933 | 0.640055 | normal | 0 |
12.521885 | 47,504 | 56,801 | 0 | 0 | 1 | 16 | 1 | 0 | 0 | 376 | 75 | 0.168094 | 0.014166 | r2l | 1 |
12.13521 | 44,547 | 64,385 | 3 | 0 | 7 | 0 | 1 | 0 | 0 | 135 | 78 | 0.041199 | 0.670436 | probe | 1 |
9.520309 | 8,493,708 | 58,677 | 4 | 0 | 1 | 1 | 1 | 0 | 0 | 202 | 10 | 0.804934 | 0.05546 | dos | 1 |
7.13886 | 2,764,131 | 51,719 | 1 | 2 | 2 | 1 | 1 | 0 | 0 | 21 | 54 | 0.94031 | 0.995399 | dos | 1 |
117.948832 | 27,617 | 77,993 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 447 | 80 | 0.13449 | 0.00572 | normal | 0 |
28.454848 | 20,749 | 36,982 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 23 | 61 | 0.104496 | 0.556278 | normal | 0 |
2.657842 | 34,256 | 8,949 | 1 | 0 | 5 | 0 | 1 | 0 | 0 | 433 | 86 | 0.128837 | 0.875872 | probe | 1 |
26.184236 | 30,027 | 15,999 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 475 | 8 | 0.16753 | 0.788391 | normal | 0 |
30.593279 | 11,691 | 55,005 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 15 | 95 | 0.038327 | 0.665323 | normal | 0 |
26.160309 | 25,932 | 43,070 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 423 | 46 | 0.10888 | 0.065654 | normal | 0 |
107.442648 | 45,837 | 23,668 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 185 | 10 | 0.198692 | 0.477934 | normal | 0 |
12.3223 | 20,202 | 98,412 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 173 | 30 | 0.189419 | 0.739673 | normal | 0 |
1.762791 | 7,014 | 745 | 2 | 2 | 17 | 2 | 1 | 0 | 0 | 349 | 14 | 0.010814 | 0.690098 | probe | 1 |
98.097212 | 38,389 | 24,539 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 184 | 61 | 0.15461 | 0.658716 | normal | 0 |
34.370227 | 10,975 | 6,860 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 285 | 68 | 0.175694 | 0.66411 | normal | 0 |
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