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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0.311573 | 46,325 | 8,038 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 119 | 48 | 0.080196 | 0.67209 | normal | 0 |
6.753828 | 19,577 | 62,049 | 2 | 0 | 25 | 2 | 1 | 0 | 0 | 204 | 88 | 0.012624 | 0.985212 | probe | 1 |
25.493356 | 3,425,920 | 6,732 | 2 | 0 | 2 | 0 | 0 | 0 | 0 | 377 | 82 | 0.621566 | 0.616128 | dos | 1 |
6.549488 | 7,206,332 | 61,876 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 273 | 53 | 0.664479 | 0.562457 | dos | 1 |
72.506718 | 20,579 | 69,086 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 303 | 44 | 0.036717 | 0.96158 | normal | 0 |
103.651571 | 19,223 | 89,456 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 457 | 51 | 0.165569 | 0.959929 | normal | 0 |
336.136915 | 33,794 | 19,834 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 466 | 97 | 0.112019 | 0.069989 | normal | 0 |
179.014771 | 3,436 | 59,502 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 121 | 5 | 0.17999 | 0.703867 | normal | 0 |
126.283814 | 35,989 | 56,525 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 442 | 31 | 0.067379 | 0.588175 | normal | 0 |
2.873741 | 40,410 | 55,462 | 4 | 2 | 0 | 2 | 0 | 1 | 0 | 349 | 83 | 0.047974 | 0.928331 | u2r | 1 |
6.256543 | 5,776,425 | 43,442 | 1 | 2 | 4 | 0 | 1 | 0 | 0 | 455 | 22 | 0.526135 | 0.775932 | dos | 1 |
8.294303 | 5,472,393 | 45,033 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 153 | 90 | 0.509149 | 0.611983 | dos | 1 |
89.591014 | 2,455 | 50,111 | 2 | 2 | 10 | 1 | 1 | 0 | 0 | 397 | 7 | 0.163828 | 0.54128 | probe | 1 |
188.635902 | 23,858 | 64,088 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 113 | 30 | 0.147804 | 0.794636 | normal | 0 |
48.454822 | 15,784 | 21,514 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 357 | 40 | 0.034396 | 0.330677 | normal | 0 |
61.912564 | 38,640 | 58,750 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 12 | 89 | 0.008285 | 0.653639 | normal | 0 |
31.722682 | 36,267 | 53,756 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 45 | 37 | 0.070947 | 0.878859 | normal | 0 |
16.763953 | 3,909,794 | 41,523 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 291 | 18 | 0.639375 | 0.338489 | dos | 1 |
6.386862 | 30,398 | 41,206 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 342 | 62 | 0.065876 | 0.444406 | normal | 0 |
95.141007 | 44,206 | 51,780 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 79 | 2 | 0.140028 | 0.148693 | normal | 0 |
59.433297 | 6,837 | 46,598 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 263 | 34 | 0.083449 | 0.745145 | normal | 0 |
93.13049 | 8,029 | 16,257 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 486 | 24 | 0.010676 | 0.327879 | normal | 0 |
79.161352 | 48,877 | 62,310 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 119 | 93 | 0.049962 | 0.403291 | normal | 0 |
0.477642 | 2,103,728 | 24,980 | 4 | 1 | 4 | 1 | 0 | 0 | 0 | 198 | 44 | 0.56331 | 0.792164 | dos | 1 |
139.035022 | 17,095 | 47,684 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 173 | 10 | 0.19379 | 0.273511 | normal | 0 |
147.601713 | 33,888 | 51,546 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 229 | 60 | 0.014644 | 0.904763 | normal | 0 |
69.162635 | 45,940 | 54,110 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 446 | 31 | 0.082229 | 0.815331 | normal | 0 |
43.677213 | 340 | 22,901 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 378 | 7 | 0.062102 | 0.012453 | normal | 0 |
270.960026 | 2,152 | 83,147 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 305 | 49 | 0.024741 | 0.562644 | normal | 0 |
9.593283 | 5,434 | 74,360 | 0 | 1 | 3 | 1 | 0 | 2 | 1 | 198 | 98 | 0.015979 | 0.838791 | u2r | 1 |
16.560759 | 34,470 | 6,435 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 243 | 93 | 0.159986 | 0.286457 | normal | 0 |
54.403619 | 10,696 | 88,340 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 242 | 93 | 0.195073 | 0.383554 | normal | 0 |
95.180821 | 20,973 | 45,309 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 127 | 87 | 0.082997 | 0.61066 | normal | 0 |
0.823418 | 31,998 | 38,910 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 83 | 42 | 0.061212 | 0.4279 | normal | 0 |
127.055009 | 49,620 | 74,386 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 481 | 51 | 0.133534 | 0.498303 | normal | 0 |
81.809051 | 18,560 | 59,394 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 389 | 11 | 0.08206 | 0.717691 | normal | 0 |
66.301138 | 14,228 | 95,419 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 47 | 56 | 0.130909 | 0.766727 | normal | 0 |
23.442586 | 26,122 | 89,424 | 3 | 0 | 8 | 1 | 0 | 0 | 0 | 353 | 58 | 0.16105 | 0.460965 | probe | 1 |
73.290106 | 39,977 | 27,997 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 405 | 22 | 0.076273 | 0.48192 | normal | 0 |
17.648152 | 32,043 | 50,275 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 79 | 2 | 0.000148 | 0.888335 | normal | 0 |
11.508738 | 3,616 | 12,744 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 155 | 4 | 0.115228 | 0.841323 | normal | 0 |
34.197985 | 37,297 | 31,137 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 222 | 33 | 0.152427 | 0.409984 | normal | 0 |
5.286571 | 10,569 | 9,075 | 3 | 2 | 27 | 1 | 1 | 0 | 0 | 5 | 78 | 0.108917 | 0.968248 | probe | 1 |
28.498431 | 18,335 | 41,656 | 3 | 2 | 8 | 1 | 1 | 0 | 0 | 151 | 77 | 0.086477 | 0.082064 | probe | 1 |
65.416307 | 16,348 | 78,152 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 174 | 75 | 0.185366 | 0.009123 | normal | 0 |
42.270614 | 32,174 | 13,617 | 4 | 0 | 15 | 0 | 0 | 0 | 0 | 297 | 59 | 0.187998 | 0.591301 | probe | 1 |
0.585183 | 4,863,209 | 74,442 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 469 | 1 | 0.750297 | 0.869145 | dos | 1 |
12.652448 | 36,299 | 55,442 | 0 | 2 | 4 | 6 | 1 | 0 | 0 | 193 | 85 | 0.119892 | 0.460697 | r2l | 1 |
10.253778 | 16,046 | 95,280 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 201 | 97 | 0.037201 | 0.98201 | normal | 0 |
227.091559 | 49,031 | 63,354 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 311 | 83 | 0.05 | 0.397149 | normal | 0 |
91.606891 | 27,930 | 96,917 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 482 | 46 | 0.185876 | 0.633968 | normal | 0 |
1.388603 | 2,339,241 | 56,176 | 1 | 2 | 4 | 0 | 0 | 0 | 0 | 480 | 43 | 0.516904 | 0.32088 | dos | 1 |
62.361594 | 6,352 | 62,190 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 304 | 2 | 0.185535 | 0.807702 | normal | 0 |
141.255859 | 22,966 | 75,471 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 326 | 47 | 0.144957 | 0.645586 | normal | 0 |
87.826608 | 3,371 | 15,878 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 343 | 57 | 0.161267 | 0.30522 | normal | 0 |
5.53025 | 27,928 | 76,406 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 423 | 54 | 0.157184 | 0.996442 | normal | 0 |
220.815744 | 10,904 | 58,804 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 464 | 21 | 0.191898 | 0.48844 | normal | 0 |
16.832315 | 30,555 | 88,606 | 2 | 2 | 5 | 2 | 0 | 0 | 0 | 145 | 16 | 0.136118 | 0.962095 | probe | 1 |
14.837331 | 42,905 | 49,027 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 14 | 61 | 0.080954 | 0.416924 | normal | 0 |
19.033448 | 3,608 | 94,556 | 0 | 2 | 11 | 1 | 1 | 0 | 0 | 15 | 35 | 0.011678 | 0.754214 | probe | 1 |
127.453946 | 39,844 | 65,501 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 495 | 58 | 0.122338 | 0.82362 | normal | 0 |
121.728896 | 20,376 | 70,936 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 42 | 71 | 0.171581 | 0.48022 | normal | 0 |
120.451337 | 35,979 | 25,376 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 452 | 41 | 0.039196 | 0.972745 | normal | 0 |
247.399962 | 20,801 | 98,910 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 486 | 40 | 0.116521 | 0.776779 | normal | 0 |
42.915812 | 47,500 | 94,551 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 170 | 53 | 0.016541 | 0.527624 | normal | 0 |
82.3559 | 48,905 | 42,877 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 117 | 4 | 0.121508 | 0.772479 | normal | 0 |
96.625749 | 25,728 | 68,645 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 218 | 36 | 0.198348 | 0.808427 | normal | 0 |
2.381132 | 1,079,761 | 82,285 | 1 | 0 | 2 | 2 | 0 | 0 | 0 | 198 | 15 | 0.992485 | 0.550947 | dos | 1 |
37.446968 | 29,997 | 45,436 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 474 | 92 | 0.040147 | 0.343791 | normal | 0 |
313.112139 | 27,718 | 97,405 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 480 | 95 | 0.148903 | 0.299871 | normal | 0 |
16.103102 | 38,795 | 63,235 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 275 | 84 | 0.110387 | 0.543879 | normal | 0 |
144.392964 | 48,192 | 4,041 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 178 | 91 | 0.098671 | 0.092369 | normal | 0 |
100.208258 | 2,195 | 9,176 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 108 | 84 | 0.147936 | 0.283488 | normal | 0 |
169.770119 | 44,900 | 50,276 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 422 | 75 | 0.11859 | 0.898554 | normal | 0 |
2.910505 | 9,118 | 40,764 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 493 | 90 | 0.185698 | 0.890782 | normal | 0 |
8.135219 | 37,563 | 80,064 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 279 | 65 | 0.077032 | 0.457684 | normal | 0 |
7.224363 | 33,637 | 30,029 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 138 | 28 | 0.060106 | 0.643498 | normal | 0 |
12.484099 | 3,839,710 | 69,180 | 2 | 0 | 2 | 1 | 1 | 0 | 0 | 46 | 20 | 0.918712 | 0.099863 | dos | 1 |
92.365797 | 28,646 | 69,760 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 189 | 56 | 0.166208 | 0.377297 | normal | 0 |
236.557696 | 41,516 | 97,285 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 249 | 65 | 0.035129 | 0.726261 | normal | 0 |
20.052667 | 3,179,636 | 28,646 | 3 | 0 | 2 | 0 | 1 | 0 | 0 | 360 | 62 | 0.966636 | 0.949982 | dos | 1 |
7.04751 | 48,303 | 67,562 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 270 | 95 | 0.110295 | 0.748836 | normal | 0 |
23.512682 | 48,773 | 32,201 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 458 | 60 | 0.120362 | 0.041374 | normal | 0 |
0.810586 | 5,467 | 65,556 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 221 | 3 | 0.09424 | 0.441929 | normal | 0 |
149.930417 | 30,625 | 15,554 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 393 | 17 | 0.047014 | 0.571396 | normal | 0 |
169.064491 | 21,114 | 47,954 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 254 | 56 | 0.174919 | 0.383668 | normal | 0 |
618.52514 | 24,182 | 57,371 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 22 | 45 | 0.189798 | 0.147889 | normal | 0 |
1.511348 | 27,159 | 76,225 | 4 | 0 | 0 | 3 | 1 | 0 | 0 | 452 | 56 | 0.126954 | 0.382955 | r2l | 1 |
5.620132 | 3,908,834 | 70,554 | 1 | 1 | 1 | 2 | 1 | 0 | 0 | 345 | 37 | 0.523944 | 0.516905 | dos | 1 |
26.752641 | 5,602 | 88,991 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 111 | 75 | 0.168619 | 0.022703 | normal | 0 |
88.617109 | 46,275 | 45,707 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 273 | 77 | 0.055926 | 0.269579 | normal | 0 |
326.866938 | 26,974 | 62,272 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 178 | 35 | 0.027317 | 0.934488 | normal | 0 |
10.934461 | 14,676 | 34,221 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 34 | 62 | 0.095469 | 0.757533 | normal | 0 |
12.962249 | 28,605 | 10,663 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 367 | 43 | 0.146798 | 0.698163 | normal | 0 |
120.985335 | 37,268 | 21,640 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 168 | 69 | 0.057393 | 0.733811 | normal | 0 |
110.023477 | 47,760 | 10,321 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 453 | 60 | 0.01201 | 0.627869 | normal | 0 |
28.835744 | 13,999 | 22,845 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 337 | 55 | 0.187094 | 0.320609 | normal | 0 |
3.002676 | 18,126 | 92,524 | 4 | 0 | 1 | 7 | 1 | 0 | 0 | 398 | 18 | 0.019531 | 0.302755 | r2l | 1 |
13.785932 | 17,501 | 61,839 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 265 | 51 | 0.036821 | 0.754616 | normal | 0 |
16.238735 | 46,146 | 22,370 | 0 | 1 | 0 | 10 | 1 | 0 | 0 | 487 | 82 | 0.161623 | 0.476429 | r2l | 1 |
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