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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
236.203892 | 481 | 5,536 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 42 | 29 | 0.130007 | 0.80923 | normal | 0 |
5.493731 | 11,884 | 14,271 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 280 | 69 | 0.05635 | 0.116994 | normal | 0 |
36.873193 | 15,124 | 96,293 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 396 | 71 | 0.188484 | 0.997036 | normal | 0 |
33.988139 | 9,725 | 71,108 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 285 | 84 | 0.044204 | 0.967765 | normal | 0 |
12.141299 | 36,749 | 91,342 | 4 | 1 | 15 | 2 | 1 | 0 | 0 | 60 | 1 | 0.002647 | 0.797633 | probe | 1 |
14.067105 | 40,976 | 93,085 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 312 | 2 | 0.115605 | 0.719964 | normal | 0 |
214.002087 | 28,117 | 59,791 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 46 | 50 | 0.126766 | 0.732596 | normal | 0 |
7.172393 | 3,411,259 | 55,221 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 201 | 71 | 0.519327 | 0.126575 | dos | 1 |
105.574195 | 12,536 | 93,370 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 186 | 17 | 0.050082 | 0.703233 | normal | 0 |
61.32531 | 43,264 | 54,631 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 398 | 96 | 0.164215 | 0.388904 | normal | 0 |
270.240679 | 6,847 | 92,124 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 275 | 12 | 0.023315 | 0.690257 | normal | 0 |
177.635801 | 18,683 | 44,635 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 297 | 42 | 0.008085 | 0.434441 | normal | 0 |
12.18828 | 20,016 | 5,125 | 3 | 2 | 21 | 2 | 1 | 0 | 0 | 238 | 54 | 0.050974 | 0.247073 | probe | 1 |
6.775035 | 1,047,193 | 48,260 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 246 | 56 | 0.506956 | 0.848969 | dos | 1 |
83.685579 | 35,597 | 37,861 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 185 | 19 | 0.171423 | 0.229131 | normal | 0 |
1.883726 | 8,887 | 87,512 | 1 | 2 | 17 | 2 | 1 | 0 | 0 | 414 | 57 | 0.042987 | 0.067108 | probe | 1 |
1.081806 | 2,106,759 | 30,299 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 75 | 45 | 0.55437 | 0.273795 | dos | 1 |
62.005399 | 4,010 | 14,848 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 150 | 10 | 0.11958 | 0.872526 | normal | 0 |
0.989482 | 36,364 | 97,037 | 0 | 1 | 15 | 1 | 1 | 0 | 0 | 108 | 52 | 0.15192 | 0.301838 | probe | 1 |
44.215299 | 44,179 | 82 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 224 | 31 | 0.088708 | 0.579554 | normal | 0 |
0.207242 | 3,551,543 | 73,502 | 3 | 2 | 2 | 2 | 1 | 0 | 0 | 100 | 71 | 0.64831 | 0.82591 | dos | 1 |
2.868501 | 36,668 | 20,146 | 2 | 1 | 29 | 0 | 1 | 0 | 0 | 165 | 70 | 0.044696 | 0.339505 | probe | 1 |
329.857165 | 8,262 | 96,590 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 133 | 49 | 0.060366 | 0.61373 | normal | 0 |
81.130674 | 11,362 | 17,042 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 275 | 39 | 0.015261 | 0.780569 | normal | 0 |
93.298494 | 32,398 | 88,165 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 174 | 56 | 0.03143 | 0.411053 | normal | 0 |
20.545245 | 35,691 | 13,599 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 485 | 8 | 0.026673 | 0.301129 | normal | 0 |
6.793136 | 946,087 | 76,600 | 4 | 1 | 1 | 1 | 0 | 0 | 0 | 488 | 52 | 0.590549 | 0.229195 | dos | 1 |
18.759002 | 30,370 | 54,302 | 0 | 1 | 29 | 2 | 1 | 0 | 0 | 468 | 60 | 0.126236 | 0.59242 | probe | 1 |
33.503323 | 19,800 | 50,489 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 407 | 42 | 0.077923 | 0.506063 | normal | 0 |
110.371533 | 43,369 | 89,060 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 463 | 15 | 0.147157 | 0.608371 | normal | 0 |
37.151325 | 37,805 | 47,257 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 161 | 3 | 0.129361 | 0.264197 | normal | 0 |
5.113212 | 23,901 | 80,431 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 195 | 27 | 0.026666 | 0.781197 | normal | 0 |
178.302022 | 15,956 | 30,586 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 300 | 33 | 0.089964 | 0.380414 | normal | 0 |
37.154207 | 13,463 | 95,784 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 404 | 41 | 0.084083 | 0.855867 | normal | 0 |
0.402513 | 21,068 | 11,416 | 3 | 2 | 0 | 12 | 0 | 0 | 0 | 453 | 93 | 0.105826 | 0.218857 | r2l | 1 |
7.773256 | 12,152 | 95,150 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 356 | 23 | 0.17008 | 0.996481 | normal | 0 |
29.002989 | 27,889 | 74,421 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 342 | 51 | 0.05757 | 0.34014 | normal | 0 |
10.472305 | 1,012,368 | 4,327 | 4 | 0 | 4 | 1 | 0 | 0 | 0 | 273 | 36 | 0.999625 | 0.102984 | dos | 1 |
148.854912 | 39,262 | 19,640 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 175 | 35 | 0.075667 | 0.042681 | normal | 0 |
8.061581 | 8,272 | 91,964 | 4 | 0 | 4 | 19 | 1 | 0 | 0 | 423 | 39 | 0.178324 | 0.604703 | r2l | 1 |
0.323752 | 39,325 | 29,059 | 4 | 2 | 4 | 4 | 1 | 0 | 0 | 401 | 46 | 0.048909 | 0.441182 | r2l | 1 |
19.097408 | 36,164 | 10,871 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 441 | 92 | 0.062586 | 0.58373 | normal | 0 |
67.9006 | 22,268 | 863 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 70 | 24 | 0.095145 | 0.169932 | normal | 0 |
116.487112 | 40,091 | 46,703 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 114 | 16 | 0.066177 | 0.37674 | normal | 0 |
105.552652 | 15,798 | 42,178 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 336 | 99 | 0.15319 | 0.438217 | normal | 0 |
91.911825 | 11,884 | 54,056 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 66 | 66 | 0.170463 | 0.380581 | normal | 0 |
258.789135 | 31,572 | 91,161 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 79 | 33 | 0.1048 | 0.863543 | normal | 0 |
25.94512 | 31,826 | 63,427 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 454 | 20 | 0.064896 | 0.6599 | normal | 0 |
68.066383 | 24,648 | 7,361 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 105 | 57 | 0.130257 | 0.80466 | normal | 0 |
215.410087 | 28,231 | 48,146 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 194 | 42 | 0.085473 | 0.696616 | normal | 0 |
21.954651 | 12,551 | 52,054 | 0 | 1 | 15 | 0 | 0 | 0 | 0 | 116 | 70 | 0.121784 | 0.986457 | probe | 1 |
5.751076 | 38,428 | 29,208 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 319 | 67 | 0.135582 | 0.816626 | normal | 0 |
26.566267 | 17,458 | 70,342 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 259 | 90 | 0.153666 | 0.983155 | normal | 0 |
100.245125 | 6,376 | 70,919 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 5 | 96 | 0.124065 | 0.791328 | normal | 0 |
15.875876 | 6,324 | 46,594 | 3 | 2 | 1 | 2 | 0 | 2 | 1 | 218 | 94 | 0.122768 | 0.413401 | u2r | 1 |
21.101723 | 39,986 | 9,686 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 342 | 22 | 0.197724 | 0.132289 | normal | 0 |
61.397066 | 8,284 | 47,342 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 357 | 56 | 0.05409 | 0.38238 | normal | 0 |
2.636925 | 8,636,580 | 82,287 | 3 | 2 | 3 | 0 | 1 | 0 | 0 | 394 | 26 | 0.945276 | 0.920631 | dos | 1 |
28.576086 | 37,673 | 82,331 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 344 | 69 | 0.054957 | 0.486286 | normal | 0 |
17.952652 | 3,836,212 | 52,245 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 358 | 88 | 0.562135 | 0.323862 | dos | 1 |
95.077686 | 20,300 | 16,737 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 335 | 88 | 0.173274 | 0.507271 | normal | 0 |
291.393889 | 15,408 | 58,909 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 230 | 26 | 0.0101 | 0.788671 | normal | 0 |
112.313573 | 5,233 | 96,675 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 492 | 15 | 0.137725 | 0.624535 | normal | 0 |
152.741629 | 13,796 | 83,258 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 397 | 7 | 0.186123 | 0.526946 | normal | 0 |
45.698489 | 14,148 | 54,029 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 352 | 30 | 0.165291 | 0.980575 | normal | 0 |
1.342319 | 7,835,447 | 82,248 | 4 | 1 | 4 | 2 | 1 | 0 | 0 | 234 | 20 | 0.783012 | 0.597084 | dos | 1 |
60.56268 | 10,504 | 42,453 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 389 | 7 | 0.06296 | 0.131571 | normal | 0 |
164.575356 | 12,948 | 40,923 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 108 | 37 | 0.094537 | 0.787129 | normal | 0 |
60.9357 | 31,976 | 23,400 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 333 | 66 | 0.007317 | 0.16888 | normal | 0 |
187.552425 | 8,873 | 11,021 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 139 | 58 | 0.04769 | 0.854532 | normal | 0 |
448.93429 | 16,343 | 1,486 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 34 | 95 | 0.188137 | 0.21289 | normal | 0 |
7.475228 | 6,362 | 7,607 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 290 | 5 | 0.098627 | 0.911474 | normal | 0 |
4.647351 | 7,918 | 98,276 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 183 | 9 | 0.032037 | 0.709024 | normal | 0 |
16.203634 | 16,214 | 20,119 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 242 | 41 | 0.129409 | 0.781169 | normal | 0 |
48.510862 | 15,128 | 17,121 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 73 | 51 | 0.027175 | 0.967782 | normal | 0 |
14.046073 | 20,041 | 70,903 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 27 | 24 | 0.097598 | 0.288106 | normal | 0 |
204.53453 | 35,250 | 69,424 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 490 | 59 | 0.168712 | 0.342909 | normal | 0 |
2.341833 | 22,165 | 39,660 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 286 | 4 | 0.133491 | 0.527547 | normal | 0 |
9.85222 | 16,714 | 37,611 | 3 | 0 | 2 | 11 | 1 | 0 | 0 | 163 | 38 | 0.123407 | 0.576656 | r2l | 1 |
20.419255 | 39,322 | 91,906 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 131 | 6 | 0.153114 | 0.560843 | normal | 0 |
268.149586 | 18,367 | 91,414 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 492 | 22 | 0.160753 | 0.641503 | normal | 0 |
110.709115 | 10,203 | 39,059 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 152 | 65 | 0.123311 | 0.924018 | normal | 0 |
4.908572 | 6,131 | 2,668 | 2 | 2 | 19 | 0 | 0 | 0 | 0 | 249 | 57 | 0.144774 | 0.241915 | probe | 1 |
4.715407 | 4,276 | 4,238 | 2 | 0 | 14 | 0 | 1 | 0 | 0 | 40 | 94 | 0.053054 | 0.095507 | probe | 1 |
68.736044 | 10,247 | 54,223 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 285 | 59 | 0.140335 | 0.08887 | normal | 0 |
26.698979 | 37,351 | 4,166 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 332 | 72 | 0.023102 | 0.458288 | normal | 0 |
18.913516 | 7,656,100 | 79,776 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 421 | 24 | 0.595335 | 0.4819 | dos | 1 |
25.221051 | 2,366 | 31,030 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 20 | 91 | 0.170108 | 0.989854 | normal | 0 |
123.303542 | 17,135 | 637 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 258 | 34 | 0.089385 | 0.128612 | normal | 0 |
4.12864 | 34,978 | 86,482 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 200 | 88 | 0.057956 | 0.332527 | normal | 0 |
5.272703 | 14,875 | 2,641 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 144 | 27 | 0.122516 | 0.764077 | normal | 0 |
3.584275 | 35,966 | 76,674 | 2 | 0 | 7 | 1 | 0 | 0 | 0 | 124 | 4 | 0.031056 | 0.164811 | probe | 1 |
0.187453 | 2,855 | 8,962 | 2 | 1 | 5 | 0 | 1 | 0 | 0 | 27 | 53 | 0.046999 | 0.860539 | probe | 1 |
109.44099 | 40,416 | 96,611 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 161 | 87 | 0.050631 | 0.311133 | normal | 0 |
46.502485 | 20,532 | 29,839 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 88 | 26 | 0.073488 | 0.004844 | normal | 0 |
163.961308 | 30,559 | 5,802 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 42 | 96 | 0.0859 | 0.403589 | normal | 0 |
12.638447 | 1,541,394 | 7,638 | 4 | 2 | 1 | 1 | 0 | 0 | 0 | 333 | 36 | 0.695808 | 0.326969 | dos | 1 |
14.382341 | 17,661 | 47,758 | 3 | 2 | 20 | 0 | 0 | 0 | 0 | 215 | 5 | 0.055587 | 0.685692 | probe | 1 |
2.249721 | 15,481 | 52,168 | 1 | 0 | 27 | 2 | 1 | 0 | 0 | 220 | 56 | 0.109533 | 0.463575 | probe | 1 |
2.66827 | 3,712,869 | 91,765 | 1 | 0 | 4 | 2 | 1 | 0 | 0 | 268 | 49 | 0.5371 | 0.207412 | dos | 1 |
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