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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
276.436209 | 1,206 | 21,259 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 16 | 96 | 0.042393 | 0.559999 | normal | 0 |
61.512988 | 46,984 | 32,472 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 341 | 98 | 0.092827 | 0.697383 | normal | 0 |
333.408739 | 13,993 | 59,256 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 382 | 77 | 0.076142 | 0.209062 | normal | 0 |
33.075261 | 8,192,579 | 13,706 | 2 | 0 | 4 | 0 | 0 | 0 | 0 | 430 | 79 | 0.58075 | 0.740036 | dos | 1 |
176.805032 | 32,527 | 18,769 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 152 | 61 | 0.091593 | 0.788789 | normal | 0 |
11.079402 | 41,008 | 68,002 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 110 | 44 | 0.045467 | 0.728408 | normal | 0 |
88.223099 | 38,887 | 5,329 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 227 | 92 | 0.176337 | 0.378142 | normal | 0 |
15.396778 | 21,124 | 32,106 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 236 | 13 | 0.107997 | 0.320798 | normal | 0 |
2.246248 | 24,919 | 60,381 | 0 | 0 | 1 | 6 | 0 | 0 | 0 | 43 | 69 | 0.158569 | 0.637226 | r2l | 1 |
97.701097 | 42,309 | 50,346 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 335 | 89 | 0.056018 | 0.672795 | normal | 0 |
4.249313 | 22,855 | 49,252 | 2 | 1 | 18 | 2 | 1 | 0 | 0 | 36 | 89 | 0.138874 | 0.566742 | probe | 1 |
7.463222 | 1,625,264 | 67,997 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 15 | 41 | 0.887846 | 0.049163 | dos | 1 |
75.703254 | 32,760 | 322 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 463 | 55 | 0.047045 | 0.560442 | normal | 0 |
83.313132 | 41,674 | 61,468 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 302 | 58 | 0.112133 | 0.314828 | normal | 0 |
8.21085 | 28,456 | 24,216 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 38 | 30 | 0.05974 | 0.24673 | normal | 0 |
4.092537 | 7,864,289 | 52,801 | 1 | 2 | 4 | 0 | 0 | 0 | 0 | 149 | 44 | 0.604761 | 0.983084 | dos | 1 |
125.121215 | 38,800 | 4,846 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 385 | 47 | 0.123606 | 0.990378 | normal | 0 |
5.469622 | 11,824 | 87,675 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 118 | 9 | 0.141097 | 0.012596 | normal | 0 |
142.823271 | 9,227 | 98,910 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 473 | 55 | 0.038557 | 0.762748 | normal | 0 |
30.046163 | 321,510 | 90,628 | 1 | 1 | 1 | 2 | 1 | 0 | 0 | 361 | 2 | 0.674662 | 0.692085 | dos | 1 |
179.112292 | 12,769 | 69,871 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 153 | 72 | 0.051234 | 0.302641 | normal | 0 |
24.598056 | 32,035 | 13,360 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 179 | 91 | 0.129397 | 0.649298 | normal | 0 |
179.140164 | 10,978 | 30,745 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 18 | 70 | 0.194859 | 0.449189 | normal | 0 |
9.933534 | 41,581 | 49,990 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 4 | 71 | 0.002257 | 0.227872 | normal | 0 |
6.603281 | 2,594,007 | 99,425 | 3 | 1 | 1 | 0 | 0 | 0 | 0 | 429 | 95 | 0.594877 | 0.467088 | dos | 1 |
22.249975 | 34,744 | 53,117 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 151 | 5 | 0.077632 | 0.258421 | normal | 0 |
6.768684 | 281,662 | 96,529 | 4 | 2 | 4 | 0 | 1 | 0 | 0 | 153 | 66 | 0.944621 | 0.136739 | dos | 1 |
122.050815 | 2,305 | 99,563 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 158 | 36 | 0.10713 | 0.978405 | normal | 0 |
2.568893 | 24,501 | 60,624 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 373 | 40 | 0.143082 | 0.437085 | normal | 0 |
0.956899 | 33,414 | 23,576 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 223 | 55 | 0.124374 | 0.116106 | normal | 0 |
34.425137 | 43,613 | 49,796 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 214 | 22 | 0.116678 | 0.680048 | normal | 0 |
15.464777 | 24,842 | 75,956 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 206 | 26 | 0.070331 | 0.184764 | normal | 0 |
99.507552 | 2,169 | 66,132 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 113 | 95 | 0.040678 | 0.445437 | normal | 0 |
109.003994 | 31,431 | 71,925 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 174 | 24 | 0.070759 | 0.757142 | normal | 0 |
284.646614 | 29,619 | 97,830 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 412 | 53 | 0.002375 | 0.296976 | normal | 0 |
303.738638 | 48,934 | 51,962 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 38 | 28 | 0.040436 | 0.839303 | normal | 0 |
17.538467 | 16,071 | 70,072 | 3 | 2 | 7 | 2 | 1 | 0 | 0 | 290 | 11 | 0.066023 | 0.28373 | probe | 1 |
0.569128 | 23,214 | 88,689 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 81 | 62 | 0.157124 | 0.203806 | normal | 0 |
44.472257 | 32,884 | 82,387 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 204 | 32 | 0.004508 | 0.321823 | normal | 0 |
71.978178 | 27,382 | 9,156 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 58 | 32 | 0.002948 | 0.133499 | normal | 0 |
10.453292 | 4,130,149 | 42,597 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 240 | 81 | 0.858286 | 0.815067 | dos | 1 |
3.424316 | 3,216,504 | 97,254 | 2 | 0 | 3 | 2 | 0 | 0 | 0 | 300 | 87 | 0.951343 | 0.725517 | dos | 1 |
323.275882 | 27,935 | 51,938 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 292 | 84 | 0.003947 | 0.603657 | normal | 0 |
6.798235 | 8,619 | 84,728 | 2 | 2 | 29 | 1 | 0 | 0 | 0 | 101 | 82 | 0.196595 | 0.085186 | probe | 1 |
11.530764 | 43,057 | 54,941 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 33 | 51 | 0.059585 | 0.004183 | normal | 0 |
30.921954 | 25,021 | 90,625 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 251 | 49 | 0.169941 | 0.989451 | normal | 0 |
29.39664 | 38,460 | 32,979 | 3 | 0 | 21 | 0 | 0 | 0 | 0 | 67 | 50 | 0.129812 | 0.890057 | probe | 1 |
4.43997 | 2,454 | 80,931 | 3 | 1 | 5 | 1 | 1 | 0 | 0 | 128 | 59 | 0.01478 | 0.386514 | probe | 1 |
32.20951 | 12,563 | 96,804 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 478 | 13 | 0.008496 | 0.89419 | normal | 0 |
3.940308 | 14,748 | 99,073 | 3 | 1 | 11 | 1 | 1 | 0 | 0 | 441 | 59 | 0.151304 | 0.185061 | probe | 1 |
111.485564 | 15,341 | 60,655 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 255 | 75 | 0.137903 | 0.853271 | normal | 0 |
0.209866 | 41,603 | 23,915 | 4 | 1 | 13 | 1 | 0 | 0 | 0 | 492 | 42 | 0.022424 | 0.811841 | probe | 1 |
22.49639 | 19,934 | 57,774 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 473 | 74 | 0.163325 | 0.944923 | normal | 0 |
219.501565 | 20,189 | 3,258 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 368 | 95 | 0.131246 | 0.918059 | normal | 0 |
113.274168 | 48,039 | 82,179 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 9 | 80 | 0.103072 | 0.935408 | normal | 0 |
18.511697 | 40,575 | 34,522 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 258 | 19 | 0.174792 | 0.31972 | normal | 0 |
122.011013 | 39,911 | 43,357 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 142 | 82 | 0.055846 | 0.486231 | normal | 0 |
135.260321 | 2,848 | 62,146 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 430 | 43 | 0.142698 | 0.321448 | normal | 0 |
217.93086 | 42,416 | 65,581 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 106 | 59 | 0.185241 | 0.490908 | normal | 0 |
25.210807 | 21,743 | 99,180 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 280 | 32 | 0.136676 | 0.914885 | normal | 0 |
448.775214 | 30,080 | 24,538 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 425 | 91 | 0.087654 | 0.759452 | normal | 0 |
16.651918 | 42,426 | 34,723 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 29 | 35 | 0.181958 | 0.197164 | normal | 0 |
91.801445 | 6,512 | 2,274 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 87 | 7 | 0.106716 | 0.744246 | normal | 0 |
10.309284 | 305,367 | 7,735 | 4 | 0 | 0 | 1 | 0 | 0 | 0 | 304 | 22 | 0.703369 | 0.592714 | dos | 1 |
2.606101 | 8,477 | 1,739 | 1 | 2 | 26 | 2 | 1 | 0 | 0 | 205 | 85 | 0.160504 | 0.269873 | probe | 1 |
1.716432 | 842,450 | 87,586 | 3 | 0 | 4 | 2 | 1 | 0 | 0 | 154 | 90 | 0.541482 | 0.830038 | dos | 1 |
221.558294 | 40,971 | 80,849 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 470 | 47 | 0.134668 | 0.901621 | normal | 0 |
23.109901 | 5,074,889 | 13,549 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 360 | 74 | 0.587038 | 0.419819 | dos | 1 |
68.716701 | 5,441 | 78,948 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 151 | 26 | 0.077668 | 0.010354 | normal | 0 |
13.736681 | 40,808 | 31,510 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 95 | 82 | 0.115386 | 0.044391 | normal | 0 |
0.736468 | 28,261 | 95,968 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 286 | 58 | 0.073931 | 0.802396 | normal | 0 |
3.721682 | 118,580 | 82,253 | 3 | 1 | 1 | 1 | 1 | 0 | 0 | 188 | 72 | 0.730333 | 0.031587 | dos | 1 |
312.776918 | 17,281 | 67,066 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 218 | 46 | 0.150528 | 0.288534 | normal | 0 |
144.429127 | 23,750 | 555 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 230 | 5 | 0.097489 | 0.681003 | normal | 0 |
341.477902 | 20,140 | 26,624 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 189 | 38 | 0.191747 | 0.410924 | normal | 0 |
5.503622 | 22,836 | 90,842 | 4 | 2 | 23 | 1 | 1 | 0 | 0 | 312 | 28 | 0.069677 | 0.431615 | probe | 1 |
114.012328 | 9,951 | 20,417 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 371 | 39 | 0.110511 | 0.669992 | normal | 0 |
4.530445 | 32,905 | 83,083 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 133 | 4 | 0.079671 | 0.136171 | normal | 0 |
152.351928 | 34,846 | 71,564 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 494 | 60 | 0.117362 | 0.718136 | normal | 0 |
47.956951 | 14,529 | 45,978 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 121 | 54 | 0.100521 | 0.211633 | normal | 0 |
10.066639 | 15,692 | 32,498 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 262 | 5 | 0.08071 | 0.360814 | normal | 0 |
83.943766 | 31,658 | 51,172 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 193 | 7 | 0.057642 | 0.660379 | normal | 0 |
0.876906 | 31,061 | 40,453 | 3 | 2 | 15 | 1 | 0 | 0 | 0 | 276 | 87 | 0.136631 | 0.337362 | probe | 1 |
107.755733 | 43,789 | 6,023 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 283 | 48 | 0.073402 | 0.179639 | normal | 0 |
107.345567 | 39,109 | 89,364 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 33 | 41 | 0.129504 | 0.265618 | normal | 0 |
122.080526 | 32,788 | 51,092 | 0 | 0 | 4 | 1 | 0 | 0 | 0 | 341 | 87 | 0.100697 | 0.137097 | normal | 0 |
488.82069 | 3,554 | 53,548 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 75 | 20 | 0.014598 | 0.616155 | normal | 0 |
48.889733 | 37,542 | 62,533 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 494 | 44 | 0.069295 | 0.466107 | normal | 0 |
62.607838 | 36,228 | 7,016 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 65 | 91 | 0.162712 | 0.312493 | normal | 0 |
163.276642 | 20,720 | 58,554 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 107 | 40 | 0.152907 | 0.006636 | normal | 0 |
12.642072 | 6,415,563 | 53,405 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 114 | 65 | 0.722433 | 0.269305 | dos | 1 |
3.7969 | 46,667 | 9,546 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 142 | 77 | 0.013748 | 0.474869 | normal | 0 |
185.200973 | 3,575 | 93,440 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 467 | 11 | 0.153464 | 0.753465 | normal | 0 |
1.927619 | 6,699,555 | 38,793 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 387 | 1 | 0.53299 | 0.155584 | dos | 1 |
18.731818 | 21,525 | 40,344 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 15 | 77 | 0.08497 | 0.50664 | normal | 0 |
10.900791 | 4,474,324 | 72,143 | 3 | 2 | 3 | 2 | 1 | 0 | 0 | 157 | 54 | 0.629876 | 0.258978 | dos | 1 |
8.113103 | 45,930 | 26,706 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 117 | 50 | 0.096629 | 0.356352 | normal | 0 |
2.602049 | 45,773 | 40,521 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 182 | 72 | 0.15632 | 0.963362 | normal | 0 |
10.996174 | 3,891,803 | 23,406 | 3 | 2 | 1 | 1 | 1 | 0 | 0 | 176 | 61 | 0.973947 | 0.588085 | dos | 1 |
58.41837 | 40,165 | 36,035 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 193 | 98 | 0.179531 | 0.086289 | normal | 0 |
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