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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
133.467523 | 13,531 | 19,718 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 139 | 78 | 0.183835 | 0.918831 | normal | 0 |
3.267192 | 45,963 | 83,982 | 4 | 2 | 14 | 1 | 0 | 0 | 0 | 389 | 39 | 0.095782 | 0.792053 | probe | 1 |
288.953062 | 49,048 | 14,676 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 310 | 82 | 0.144138 | 0.162878 | normal | 0 |
2.17741 | 8,945,318 | 25,240 | 2 | 2 | 4 | 1 | 1 | 0 | 0 | 337 | 12 | 0.641142 | 0.021921 | dos | 1 |
54.783341 | 21,808 | 99,768 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 280 | 41 | 0.181993 | 0.501434 | normal | 0 |
1.661885 | 7,687 | 12,837 | 2 | 2 | 26 | 0 | 0 | 0 | 0 | 128 | 78 | 0.198998 | 0.910234 | probe | 1 |
250.941467 | 3,238 | 75,812 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 364 | 91 | 0.015665 | 0.30014 | normal | 0 |
85.897675 | 49,593 | 36,473 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 234 | 44 | 0.056106 | 0.257804 | normal | 0 |
9.420665 | 31,164 | 14,095 | 0 | 0 | 5 | 1 | 1 | 0 | 0 | 108 | 97 | 0.106748 | 0.716534 | probe | 1 |
53.962851 | 47,095 | 72,448 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 434 | 18 | 0.147384 | 0.271917 | normal | 0 |
25.320692 | 28,444 | 62,638 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 127 | 63 | 0.099976 | 0.554426 | normal | 0 |
15.380613 | 2,534 | 435 | 4 | 2 | 1 | 12 | 1 | 0 | 0 | 134 | 65 | 0.021041 | 0.879928 | r2l | 1 |
2.709137 | 49,593 | 43,300 | 3 | 0 | 4 | 13 | 1 | 0 | 0 | 346 | 96 | 0.163786 | 0.934731 | r2l | 1 |
69.583655 | 16,591 | 69,932 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 195 | 84 | 0.027817 | 0.365091 | normal | 0 |
97.822183 | 39,688 | 16,013 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 299 | 62 | 0.096589 | 0.11282 | normal | 0 |
23.355454 | 21,577 | 56,248 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 465 | 36 | 0.089871 | 0.644257 | normal | 0 |
157.958161 | 46,481 | 83,617 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 36 | 29 | 0.099667 | 0.531798 | normal | 0 |
295.964734 | 38,094 | 24,478 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 55 | 89 | 0.02774 | 0.112437 | normal | 0 |
221.735412 | 7,902 | 46,418 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 248 | 84 | 0.032787 | 0.392415 | normal | 0 |
8.193952 | 375,321 | 72,658 | 4 | 0 | 4 | 0 | 1 | 0 | 0 | 392 | 52 | 0.858005 | 0.750222 | dos | 1 |
2.075302 | 2,616,969 | 12,203 | 4 | 2 | 1 | 0 | 0 | 0 | 0 | 137 | 30 | 0.571479 | 0.117145 | dos | 1 |
5.946178 | 3,776,704 | 74,774 | 2 | 1 | 1 | 1 | 0 | 0 | 0 | 120 | 59 | 0.844262 | 0.896358 | dos | 1 |
90.415747 | 10,652 | 59,741 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 183 | 42 | 0.081127 | 0.722974 | normal | 0 |
79.388383 | 13,565 | 34,186 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 172 | 92 | 0.055866 | 0.6939 | normal | 0 |
261.240327 | 6,020 | 14,768 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 471 | 24 | 0.194192 | 0.188822 | normal | 0 |
76.792452 | 41,668 | 11,213 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 212 | 88 | 0.138153 | 0.845158 | normal | 0 |
72.347996 | 5,568 | 52,200 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 357 | 23 | 0.14848 | 0.803 | normal | 0 |
18.242237 | 15,225 | 73,756 | 0 | 1 | 13 | 1 | 1 | 0 | 0 | 143 | 39 | 0.181979 | 0.864644 | probe | 1 |
7.194396 | 14,177 | 93,266 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 398 | 1 | 0.019335 | 0.475259 | normal | 0 |
0.744798 | 27,317 | 73,179 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 406 | 49 | 0.085393 | 0.009356 | normal | 0 |
244.46583 | 40,564 | 77,234 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 363 | 52 | 0.121023 | 0.247249 | normal | 0 |
0.865684 | 5,218,389 | 49,792 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 491 | 32 | 0.771031 | 0.254106 | dos | 1 |
63.216757 | 2,839 | 76,932 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 143 | 69 | 0.192881 | 0.284742 | normal | 0 |
186.682972 | 13,945 | 45,170 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 368 | 15 | 0.138251 | 0.24646 | normal | 0 |
93.967787 | 5,160 | 23,585 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 492 | 10 | 0.183644 | 0.923226 | normal | 0 |
4.512827 | 5,478,984 | 29,773 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 101 | 33 | 0.743162 | 0.897491 | dos | 1 |
35.173634 | 10,762 | 72,023 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 48 | 40 | 0.137463 | 0.917256 | normal | 0 |
6.946181 | 8,641,387 | 70,311 | 2 | 1 | 2 | 1 | 1 | 0 | 0 | 396 | 23 | 0.843768 | 0.204576 | dos | 1 |
6.087071 | 747,253 | 61,520 | 4 | 2 | 0 | 2 | 0 | 0 | 0 | 85 | 62 | 0.826527 | 0.758466 | dos | 1 |
5.461416 | 3,590 | 1,985 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 232 | 12 | 0.155905 | 0.647662 | normal | 0 |
21.270245 | 2,914 | 70,352 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 200 | 30 | 0.161683 | 0.644999 | normal | 0 |
14.252923 | 43,049 | 77,759 | 3 | 2 | 2 | 1 | 1 | 3 | 0 | 278 | 11 | 0.017591 | 0.219846 | u2r | 1 |
33.171903 | 47,548 | 53,319 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 303 | 42 | 0.196826 | 0.508061 | normal | 0 |
111.02202 | 37,782 | 83,949 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 488 | 49 | 0.103352 | 0.712686 | normal | 0 |
3.101406 | 3,490,764 | 7,205 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 391 | 20 | 0.761773 | 0.472344 | dos | 1 |
12.591103 | 13,753 | 25,049 | 3 | 1 | 4 | 10 | 1 | 0 | 0 | 253 | 68 | 0.167468 | 0.884294 | r2l | 1 |
5.013015 | 44,510 | 87,036 | 2 | 1 | 3 | 0 | 1 | 4 | 1 | 230 | 63 | 0.13795 | 0.257187 | u2r | 1 |
11.303568 | 1,655,476 | 98,474 | 2 | 2 | 3 | 2 | 1 | 0 | 0 | 437 | 15 | 0.952579 | 0.387735 | dos | 1 |
71.094757 | 27,418 | 59,431 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 496 | 17 | 0.194247 | 0.81211 | normal | 0 |
254.971148 | 49,841 | 36,012 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 388 | 20 | 0.001211 | 0.854952 | normal | 0 |
13.052754 | 3,422,412 | 84,391 | 4 | 1 | 3 | 0 | 1 | 0 | 0 | 441 | 76 | 0.590614 | 0.06762 | dos | 1 |
346.584607 | 28,716 | 81,094 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 6 | 7 | 0.140948 | 0.070248 | normal | 0 |
105.119182 | 24,883 | 56,183 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 51 | 74 | 0.015585 | 0.851607 | normal | 0 |
23.320243 | 18,717 | 83,165 | 2 | 1 | 6 | 2 | 0 | 0 | 0 | 158 | 39 | 0.076851 | 0.394347 | probe | 1 |
98.089059 | 25,652 | 7,769 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 1 | 37 | 0.143188 | 0.177915 | normal | 0 |
97.50299 | 26,740 | 8,989 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 472 | 67 | 0.004452 | 0.368642 | normal | 0 |
15.913683 | 17,797 | 61,090 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 32 | 47 | 0.183132 | 0.071635 | normal | 0 |
78.469017 | 24,653 | 13,739 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 342 | 93 | 0.093351 | 0.925086 | normal | 0 |
48.7871 | 12,641 | 21,951 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 248 | 88 | 0.037265 | 0.25249 | normal | 0 |
58.435953 | 17,454 | 78,468 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 128 | 53 | 0.099372 | 0.119718 | normal | 0 |
74.149864 | 37,574 | 96,687 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 241 | 81 | 0.011675 | 0.058729 | normal | 0 |
13.742028 | 39,457 | 98,625 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 56 | 3 | 0.059143 | 0.067415 | normal | 0 |
36.508604 | 9,613,903 | 56,471 | 1 | 2 | 1 | 1 | 1 | 0 | 0 | 77 | 9 | 0.729723 | 0.744514 | dos | 1 |
6.55519 | 31,815 | 53,047 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 239 | 26 | 0.106144 | 0.605499 | normal | 0 |
1.763945 | 42,539 | 42,028 | 3 | 1 | 1 | 16 | 1 | 0 | 0 | 300 | 47 | 0.016367 | 0.052647 | r2l | 1 |
12.616207 | 9,462 | 56,315 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 165 | 14 | 0.157352 | 0.618965 | normal | 0 |
29.911348 | 13,271 | 74,051 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 412 | 50 | 0.014962 | 0.837345 | normal | 0 |
4.471201 | 3,285 | 22,939 | 1 | 0 | 8 | 2 | 1 | 0 | 0 | 259 | 71 | 0.088334 | 0.02496 | probe | 1 |
65.915172 | 7,364 | 70,874 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 70 | 77 | 0.182733 | 0.120273 | normal | 0 |
7.424166 | 48,609 | 51,819 | 1 | 0 | 2 | 3 | 0 | 0 | 0 | 2 | 87 | 0.005725 | 0.618065 | r2l | 1 |
48.488264 | 26,075 | 43,054 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 419 | 68 | 0.189694 | 0.186452 | normal | 0 |
19.174149 | 15,629 | 8,836 | 3 | 1 | 1 | 13 | 0 | 0 | 0 | 21 | 37 | 0.071482 | 0.074894 | r2l | 1 |
22.341358 | 39,318 | 3,844 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 251 | 29 | 0.009242 | 0.732881 | normal | 0 |
1.418073 | 16,682 | 9,903 | 2 | 2 | 19 | 2 | 1 | 0 | 0 | 341 | 33 | 0.105594 | 0.532151 | probe | 1 |
57.665831 | 36,116 | 43,640 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 175 | 21 | 0.150775 | 0.405173 | normal | 0 |
5.717018 | 1,247 | 8,494 | 1 | 2 | 0 | 2 | 0 | 7 | 0 | 31 | 50 | 0.054992 | 0.319762 | u2r | 1 |
88.181486 | 39,618 | 36,029 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 398 | 83 | 0.080164 | 0.617994 | normal | 0 |
93.228116 | 32,129 | 79,770 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 136 | 69 | 0.187907 | 0.356522 | normal | 0 |
6.67966 | 4,806 | 62,211 | 4 | 1 | 2 | 9 | 0 | 0 | 0 | 496 | 79 | 0.143217 | 0.504533 | r2l | 1 |
42.143268 | 29,692 | 20,144 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 220 | 46 | 0.177515 | 0.185846 | normal | 0 |
186.589334 | 30,674 | 23,386 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 42 | 40 | 0.194154 | 0.895098 | normal | 0 |
9.195761 | 4,135 | 335 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 160 | 39 | 0.00286 | 0.102517 | normal | 0 |
195.143999 | 49,108 | 83,798 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 16 | 61 | 0.101972 | 0.052785 | normal | 0 |
66.104797 | 26,958 | 27,867 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 493 | 68 | 0.011601 | 0.455244 | normal | 0 |
181.490997 | 10,017 | 34,620 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 165 | 24 | 0.137677 | 0.875931 | normal | 0 |
18.88839 | 25,993 | 4,755 | 3 | 0 | 22 | 2 | 1 | 0 | 0 | 223 | 50 | 0.011978 | 0.742038 | probe | 1 |
41.376388 | 29,556 | 38,006 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 38 | 47 | 0.024008 | 0.0563 | normal | 0 |
139.273453 | 31,661 | 7,788 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 11 | 47 | 0.126277 | 0.901843 | normal | 0 |
9.878401 | 4,068 | 29,575 | 4 | 2 | 4 | 3 | 1 | 0 | 0 | 110 | 98 | 0.010017 | 0.21109 | r2l | 1 |
3.883818 | 11,381 | 84,049 | 0 | 1 | 25 | 2 | 0 | 0 | 0 | 385 | 20 | 0.171506 | 0.511307 | probe | 1 |
360.716399 | 37,922 | 70,668 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 321 | 50 | 0.016142 | 0.288013 | normal | 0 |
8.827411 | 46,353 | 50,120 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 53 | 17 | 0.139968 | 0.189065 | normal | 0 |
7.096227 | 27,104 | 26,532 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 359 | 13 | 0.1889 | 0.625566 | normal | 0 |
90.511396 | 23,771 | 18,909 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 182 | 94 | 0.168755 | 0.665662 | normal | 0 |
128.280235 | 37,731 | 84,266 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 369 | 1 | 0.110913 | 0.53939 | normal | 0 |
324.127812 | 14,531 | 749 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 283 | 8 | 0.174193 | 0.143048 | normal | 0 |
51.910275 | 44,953 | 10,935 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 145 | 18 | 0.189359 | 0.535913 | normal | 0 |
2.561673 | 6,274 | 16,049 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 79 | 1 | 0.071761 | 0.536616 | normal | 0 |
3.538813 | 18,628 | 2,915 | 4 | 2 | 2 | 9 | 0 | 0 | 0 | 399 | 20 | 0.177038 | 0.429671 | r2l | 1 |
0.356945 | 26,169 | 97,042 | 4 | 2 | 2 | 1 | 0 | 8 | 1 | 2 | 39 | 0.102605 | 0.996186 | u2r | 1 |
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