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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
38.93892 | 38,649 | 64,713 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 287 | 31 | 0.137916 | 0.136133 | normal | 0 |
42.382529 | 29,271 | 18,504 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 3 | 55 | 0.178652 | 0.22802 | normal | 0 |
188.252188 | 36,074 | 51,887 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 266 | 65 | 0.012906 | 0.975132 | normal | 0 |
1.126432 | 49,125 | 59,610 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 246 | 27 | 0.103713 | 0.212068 | normal | 0 |
102.474429 | 37,465 | 91,871 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 92 | 15 | 0.133944 | 0.150533 | normal | 0 |
14.077175 | 42,033 | 26,032 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 64 | 65 | 0.141078 | 0.562518 | normal | 0 |
173.282465 | 28,092 | 49,558 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 481 | 14 | 0.009774 | 0.997527 | normal | 0 |
1.557063 | 3,634,233 | 92,952 | 4 | 0 | 4 | 1 | 1 | 0 | 0 | 126 | 64 | 0.906476 | 0.208822 | dos | 1 |
69.298925 | 759 | 33,884 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 22 | 97 | 0.064724 | 0.482358 | normal | 0 |
23.912968 | 7,905 | 71,319 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 145 | 46 | 0.059026 | 0.631359 | normal | 0 |
100.647639 | 860 | 55,503 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 169 | 2 | 0.013142 | 0.123533 | normal | 0 |
14.094162 | 30,873 | 18,963 | 4 | 2 | 10 | 1 | 1 | 0 | 0 | 308 | 36 | 0.117858 | 0.547883 | probe | 1 |
15.592175 | 4,464,123 | 18,514 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 132 | 41 | 0.575288 | 0.113091 | dos | 1 |
98.534584 | 33,826 | 15,433 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 377 | 20 | 0.189609 | 0.441352 | normal | 0 |
473.62413 | 28,167 | 10,683 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 52 | 19 | 0.022857 | 0.986199 | normal | 0 |
221.696569 | 42,818 | 59,521 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 146 | 48 | 0.052886 | 0.270913 | normal | 0 |
3.049273 | 38,708 | 54,018 | 0 | 0 | 2 | 0 | 0 | 6 | 1 | 214 | 11 | 0.051396 | 0.734634 | u2r | 1 |
77.33529 | 4,508 | 85,862 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 307 | 62 | 0.188682 | 0.575745 | normal | 0 |
642.834603 | 1,955 | 20,663 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 133 | 62 | 0.03033 | 0.468157 | normal | 0 |
79.274024 | 27,885 | 14,913 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 183 | 65 | 0.197671 | 0.908381 | normal | 0 |
54.49281 | 16,838 | 2,712 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 464 | 15 | 0.181458 | 0.661587 | normal | 0 |
26.329268 | 5,721 | 49,516 | 3 | 2 | 3 | 8 | 0 | 0 | 0 | 76 | 2 | 0.170861 | 0.194668 | r2l | 1 |
26.681373 | 35,140 | 48,142 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 298 | 66 | 0.118979 | 0.648842 | normal | 0 |
10.261539 | 47,510 | 12,497 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 34 | 70 | 0.196324 | 0.322728 | normal | 0 |
100.536797 | 37,758 | 45,190 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 41 | 59 | 0.058183 | 0.217469 | normal | 0 |
21.146266 | 7,315,756 | 97,754 | 2 | 0 | 0 | 1 | 0 | 0 | 0 | 325 | 32 | 0.94256 | 0.647331 | dos | 1 |
1.679125 | 5,002,421 | 78,417 | 1 | 1 | 3 | 2 | 1 | 0 | 0 | 259 | 9 | 0.935851 | 0.656764 | dos | 1 |
55.091418 | 20,364 | 70,135 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 288 | 18 | 0.135805 | 0.956437 | normal | 0 |
79.305165 | 39,385 | 12,764 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 300 | 69 | 0.167133 | 0.868704 | normal | 0 |
4.590773 | 8,495 | 5,416 | 2 | 0 | 21 | 0 | 0 | 0 | 0 | 188 | 86 | 0.149137 | 0.156534 | probe | 1 |
24.972077 | 708 | 46,461 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 65 | 8 | 0.133842 | 0.562218 | normal | 0 |
47.121457 | 27,356 | 78,267 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 130 | 47 | 0.161128 | 0.193878 | normal | 0 |
14.184024 | 8,176 | 92,843 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 45 | 78 | 0.197336 | 0.399678 | normal | 0 |
0.258794 | 34,008 | 64,800 | 3 | 0 | 3 | 2 | 0 | 8 | 0 | 227 | 59 | 0.122288 | 0.187306 | u2r | 1 |
130.07524 | 12,453 | 1,985 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 8 | 67 | 0.103931 | 0.480855 | normal | 0 |
0.319032 | 8,370,232 | 31,953 | 4 | 1 | 4 | 1 | 1 | 0 | 0 | 58 | 25 | 0.612071 | 0.316469 | dos | 1 |
28.213915 | 4,974 | 61,334 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 51 | 49 | 0.079178 | 0.718869 | normal | 0 |
96.992431 | 5,096 | 78,213 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 440 | 89 | 0.1105 | 0.18976 | normal | 0 |
77.469943 | 21,407 | 14,250 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 323 | 47 | 0.009447 | 0.708218 | normal | 0 |
18.775918 | 46,565 | 60,824 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 472 | 5 | 0.193243 | 0.502968 | normal | 0 |
52.034058 | 8,273 | 30,674 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 101 | 29 | 0.016839 | 0.037932 | normal | 0 |
57.127844 | 39,103 | 68,103 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 408 | 23 | 0.19951 | 0.636466 | normal | 0 |
405.230593 | 5,296 | 4,340 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 151 | 97 | 0.049224 | 0.445459 | normal | 0 |
1.532758 | 8,017 | 8,153 | 0 | 1 | 17 | 0 | 1 | 0 | 0 | 278 | 13 | 0.144537 | 0.43012 | probe | 1 |
3.002833 | 48,479 | 64,604 | 2 | 0 | 0 | 5 | 0 | 0 | 0 | 322 | 75 | 0.096504 | 0.42263 | r2l | 1 |
219.621831 | 838 | 62,394 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 13 | 48 | 0.011051 | 0.05951 | normal | 0 |
132.985507 | 14,283 | 53,531 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 265 | 81 | 0.044026 | 0.191408 | normal | 0 |
233.719574 | 23,971 | 12,084 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 407 | 33 | 0.192629 | 0.824282 | normal | 0 |
5.609757 | 10,992 | 18,295 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 281 | 45 | 0.104493 | 0.858111 | normal | 0 |
14.783617 | 4,463,750 | 82,630 | 1 | 1 | 0 | 2 | 1 | 0 | 0 | 470 | 91 | 0.71608 | 0.666621 | dos | 1 |
137.396403 | 757 | 34,358 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 361 | 69 | 0.180778 | 0.203629 | normal | 0 |
87.537865 | 23,796 | 95,139 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 175 | 98 | 0.004178 | 0.685562 | normal | 0 |
4.074646 | 4,313,100 | 31,933 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 59 | 5 | 0.954383 | 0.365175 | dos | 1 |
41.626131 | 9,401 | 29,326 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 98 | 61 | 0.084225 | 0.688357 | normal | 0 |
38.239485 | 22,672 | 97,888 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 212 | 80 | 0.021607 | 0.778188 | normal | 0 |
30.29269 | 30,435 | 34,384 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 180 | 7 | 0.091065 | 0.675273 | normal | 0 |
42.02776 | 24,521 | 28,442 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 297 | 49 | 0.188987 | 0.491466 | normal | 0 |
72.330394 | 2,264 | 81,104 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 401 | 1 | 0.094579 | 0.853765 | normal | 0 |
7.716944 | 2,194,737 | 45,170 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 424 | 26 | 0.840033 | 0.38433 | dos | 1 |
0.613906 | 1,545,163 | 78,787 | 3 | 0 | 0 | 2 | 1 | 0 | 0 | 28 | 14 | 0.559594 | 0.362835 | dos | 1 |
180.332431 | 39,670 | 33,520 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 41 | 41 | 0.092173 | 0.21035 | normal | 0 |
15.670564 | 4,731 | 92,043 | 0 | 0 | 2 | 12 | 1 | 0 | 0 | 79 | 40 | 0.059616 | 0.802133 | r2l | 1 |
53.811196 | 36,097 | 39,702 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 334 | 69 | 0.100983 | 0.363989 | normal | 0 |
3.083017 | 9,049,015 | 73,521 | 4 | 1 | 1 | 1 | 1 | 0 | 0 | 73 | 47 | 0.803759 | 0.020605 | dos | 1 |
5.935028 | 38,097 | 90,442 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 6 | 37 | 0.052407 | 0.742911 | normal | 0 |
4.486155 | 31,832 | 56,523 | 2 | 1 | 27 | 0 | 0 | 0 | 0 | 406 | 21 | 0.198518 | 0.897451 | probe | 1 |
7.871794 | 28,051 | 57,175 | 3 | 0 | 22 | 0 | 1 | 0 | 0 | 1 | 34 | 0.073673 | 0.813563 | probe | 1 |
135.145058 | 23,109 | 90,778 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 486 | 97 | 0.142433 | 0.252652 | normal | 0 |
4.799328 | 44,698 | 85,306 | 2 | 2 | 1 | 11 | 0 | 0 | 0 | 224 | 56 | 0.184608 | 0.950448 | r2l | 1 |
12.689665 | 6,987,631 | 40,224 | 1 | 0 | 3 | 2 | 0 | 0 | 0 | 256 | 87 | 0.556888 | 0.947818 | dos | 1 |
21.530977 | 7,455,692 | 21,061 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 345 | 6 | 0.924601 | 0.612001 | dos | 1 |
169.613126 | 33,789 | 8,882 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 27 | 90 | 0.07944 | 0.947753 | normal | 0 |
27.12307 | 3,117,454 | 80,352 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 399 | 33 | 0.574712 | 0.736037 | dos | 1 |
7.164468 | 29,583 | 18,087 | 1 | 1 | 23 | 0 | 1 | 0 | 0 | 97 | 13 | 0.127763 | 0.765334 | probe | 1 |
90.515153 | 28,215 | 52,229 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 44 | 43 | 0.090528 | 0.640381 | normal | 0 |
19.353382 | 22,254 | 6,787 | 0 | 1 | 3 | 6 | 1 | 0 | 0 | 114 | 87 | 0.087125 | 0.779127 | r2l | 1 |
72.892446 | 40,717 | 45,337 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 415 | 99 | 0.11811 | 0.093606 | normal | 0 |
275.37063 | 20,513 | 2,337 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 325 | 34 | 0.051987 | 0.168795 | normal | 0 |
154.294737 | 35,846 | 46,772 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 188 | 21 | 0.165489 | 0.661201 | normal | 0 |
158.897038 | 9,379 | 54,830 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 247 | 59 | 0.0634 | 0.022204 | normal | 0 |
57.263009 | 27,842 | 19,335 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 242 | 68 | 0.117656 | 0.94962 | normal | 0 |
48.864388 | 38,645 | 43,339 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 108 | 86 | 0.008393 | 0.673503 | normal | 0 |
22.295779 | 23,025 | 73,351 | 3 | 2 | 0 | 8 | 0 | 0 | 0 | 225 | 56 | 0.075487 | 0.821383 | r2l | 1 |
332.26062 | 23,515 | 25,832 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 44 | 84 | 0.136971 | 0.814664 | normal | 0 |
320.38299 | 2,196 | 54,985 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 425 | 82 | 0.020565 | 0.757016 | normal | 0 |
137.463355 | 5,672 | 73,759 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 463 | 53 | 0.154435 | 0.201488 | normal | 0 |
35.133558 | 18,676 | 16,148 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 440 | 7 | 0.049803 | 0.322062 | normal | 0 |
3.852151 | 12,785 | 90,303 | 2 | 2 | 4 | 12 | 0 | 0 | 0 | 191 | 82 | 0.180069 | 0.556508 | r2l | 1 |
447.504078 | 29,542 | 4,502 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 413 | 95 | 0.078343 | 0.247593 | normal | 0 |
7.592481 | 3,045,383 | 89,944 | 4 | 2 | 1 | 0 | 0 | 0 | 0 | 356 | 68 | 0.785337 | 0.38394 | dos | 1 |
185.511017 | 30,524 | 87,622 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 270 | 73 | 0.119513 | 0.818112 | normal | 0 |
43.921529 | 38,290 | 81,193 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 212 | 55 | 0.083651 | 0.787578 | normal | 0 |
54.278031 | 25,103 | 34,850 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 221 | 53 | 0.085258 | 0.666772 | normal | 0 |
178.365827 | 19,572 | 3,969 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 263 | 96 | 0.006947 | 0.068622 | normal | 0 |
9.497355 | 4,276 | 38,107 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 259 | 71 | 0.139368 | 0.66203 | normal | 0 |
43.721847 | 10,523 | 81,606 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 330 | 63 | 0.16738 | 0.138395 | normal | 0 |
303.706017 | 39,478 | 22,121 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 181 | 82 | 0.042626 | 0.045865 | normal | 0 |
12.62969 | 753,261 | 84,299 | 4 | 2 | 0 | 0 | 0 | 0 | 0 | 471 | 32 | 0.509809 | 0.821938 | dos | 1 |
140.624879 | 22,717 | 56,315 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 228 | 78 | 0.149312 | 0.122985 | normal | 0 |
141.677543 | 20,147 | 46,131 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 409 | 26 | 0.176297 | 0.148545 | normal | 0 |
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