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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
177.476684 | 11,866 | 94,220 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 283 | 90 | 0.056637 | 0.299605 | normal | 0 |
15.956327 | 36,092 | 59,668 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 112 | 79 | 0.164678 | 0.598322 | normal | 0 |
79.333937 | 17,724 | 81,824 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 415 | 63 | 0.121968 | 0.246023 | normal | 0 |
124.216144 | 15,948 | 99,219 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 164 | 3 | 0.12568 | 0.546884 | normal | 0 |
197.037353 | 47,475 | 91,004 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 290 | 31 | 0.068085 | 0.873929 | normal | 0 |
5.306577 | 15,859 | 22,755 | 0 | 1 | 15 | 1 | 1 | 0 | 0 | 301 | 88 | 0.09965 | 0.89289 | probe | 1 |
6.420899 | 3,121,075 | 7,313 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 464 | 50 | 0.572973 | 0.989171 | dos | 1 |
105.793609 | 36,361 | 76,524 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 43 | 55 | 0.097161 | 0.983285 | normal | 0 |
56.84902 | 31,080 | 28,965 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 343 | 97 | 0.089145 | 0.521662 | normal | 0 |
11.890759 | 3,690 | 19,199 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 342 | 63 | 0.193813 | 0.310322 | normal | 0 |
123.696853 | 25,392 | 47,384 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 308 | 59 | 0.016074 | 0.927671 | normal | 0 |
492.500423 | 8,555 | 87,205 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 132 | 27 | 0.172528 | 0.239396 | normal | 0 |
133.469137 | 7,044 | 46,222 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 131 | 25 | 0.018987 | 0.386548 | normal | 0 |
1.68523 | 33,185 | 976 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 463 | 80 | 0.089522 | 0.997557 | normal | 0 |
68.569497 | 27,200 | 17,133 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 289 | 6 | 0.03724 | 0.251606 | normal | 0 |
95.359453 | 740 | 69,091 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 315 | 10 | 0.137006 | 0.626323 | normal | 0 |
117.013257 | 958 | 56,732 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 264 | 26 | 0.124019 | 0.179538 | normal | 0 |
6.835367 | 37,111 | 21,183 | 0 | 0 | 0 | 18 | 0 | 0 | 0 | 124 | 6 | 0.048316 | 0.202847 | r2l | 1 |
9.396174 | 3,460,301 | 19,399 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 206 | 21 | 0.746572 | 0.104218 | dos | 1 |
25.277878 | 42,530 | 11,818 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 100 | 22 | 0.076128 | 0.047033 | normal | 0 |
12.615939 | 15,537 | 41,228 | 2 | 1 | 12 | 2 | 0 | 0 | 0 | 166 | 47 | 0.078125 | 0.806751 | probe | 1 |
119.292231 | 25,650 | 96,464 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 191 | 73 | 0.016168 | 0.858702 | normal | 0 |
3.92782 | 25,961 | 68,564 | 1 | 0 | 16 | 0 | 1 | 0 | 0 | 142 | 40 | 0.044448 | 0.039357 | probe | 1 |
0.256989 | 7,940,105 | 91,123 | 1 | 1 | 2 | 1 | 1 | 0 | 0 | 228 | 47 | 0.896271 | 0.742181 | dos | 1 |
255.011958 | 29,029 | 70,775 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 220 | 83 | 0.067967 | 0.162865 | normal | 0 |
218.467039 | 1,119 | 83,168 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 174 | 38 | 0.064546 | 0.339332 | normal | 0 |
51.944002 | 24,384 | 76,935 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 223 | 28 | 0.183417 | 0.090497 | normal | 0 |
3.906024 | 11,914 | 93,083 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 427 | 77 | 0.000742 | 0.25733 | normal | 0 |
4.971283 | 45,403 | 58,066 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 257 | 52 | 0.054314 | 0.513369 | normal | 0 |
33.3961 | 49,244 | 99,709 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 176 | 87 | 0.085334 | 0.956947 | normal | 0 |
99.18827 | 10,204 | 88,074 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 415 | 93 | 0.117446 | 0.499839 | normal | 0 |
4.644504 | 101,803 | 15,369 | 2 | 1 | 2 | 2 | 1 | 0 | 0 | 478 | 12 | 0.52728 | 0.889104 | dos | 1 |
2.343169 | 5,473 | 16,698 | 0 | 0 | 2 | 0 | 0 | 8 | 1 | 332 | 24 | 0.082731 | 0.054938 | u2r | 1 |
126.330878 | 32,471 | 54,148 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 462 | 24 | 0.015032 | 0.46846 | normal | 0 |
1.92157 | 13,334 | 46,547 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 357 | 69 | 0.074843 | 0.069697 | normal | 0 |
11.10272 | 6,457 | 31,635 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 326 | 9 | 0.154427 | 0.290722 | normal | 0 |
44.548032 | 21,695 | 65,115 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 444 | 97 | 0.158108 | 0.048358 | normal | 0 |
2.207766 | 45,699 | 29,316 | 0 | 1 | 9 | 2 | 0 | 0 | 0 | 158 | 35 | 0.166542 | 0.366797 | probe | 1 |
7.830759 | 7,872 | 32,367 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 250 | 19 | 0.103935 | 0.427453 | normal | 0 |
102.433372 | 14,667 | 45,250 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 17 | 92 | 0.11327 | 0.342977 | normal | 0 |
168.921991 | 36,769 | 54,685 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 439 | 57 | 0.055431 | 0.616392 | normal | 0 |
139.685658 | 28,784 | 36,438 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 77 | 1 | 0.07345 | 0.530093 | normal | 0 |
169.848652 | 11,808 | 57,200 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 250 | 49 | 0.076405 | 0.225424 | normal | 0 |
3.856786 | 2,097,944 | 18,293 | 3 | 2 | 2 | 2 | 1 | 0 | 0 | 432 | 58 | 0.788244 | 0.213754 | dos | 1 |
132.93294 | 49,084 | 12,288 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 166 | 40 | 0.169572 | 0.466892 | normal | 0 |
31.71504 | 5,034 | 69,999 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 464 | 92 | 0.010924 | 0.24468 | normal | 0 |
496.299383 | 2,766 | 72,310 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 48 | 62 | 0.184916 | 0.570759 | normal | 0 |
26.467155 | 2,553 | 32,509 | 1 | 1 | 12 | 0 | 1 | 0 | 0 | 313 | 75 | 0.17514 | 0.986298 | probe | 1 |
2.516987 | 20,236 | 11,454 | 3 | 1 | 25 | 2 | 1 | 0 | 0 | 156 | 21 | 0.106146 | 0.016016 | probe | 1 |
34.097291 | 41,347 | 45,855 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 332 | 84 | 0.134621 | 0.381513 | normal | 0 |
370.226586 | 2,573 | 96,883 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 420 | 7 | 0.162609 | 0.763795 | normal | 0 |
444.719164 | 49,687 | 19,654 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 464 | 1 | 0.159262 | 0.270232 | normal | 0 |
158.422714 | 25,665 | 61,674 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 12 | 21 | 0.122322 | 0.487082 | normal | 0 |
0.843025 | 22,708 | 25,829 | 3 | 2 | 13 | 0 | 1 | 0 | 0 | 449 | 7 | 0.191693 | 0.23264 | probe | 1 |
73.409955 | 28,235 | 60,641 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 275 | 16 | 0.170287 | 0.69485 | normal | 0 |
352.746989 | 35,273 | 99,757 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 198 | 54 | 0.005506 | 0.121942 | normal | 0 |
118.948757 | 31,521 | 98,499 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 262 | 63 | 0.112273 | 0.778357 | normal | 0 |
289.552733 | 41,314 | 54,738 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 210 | 75 | 0.007054 | 0.488513 | normal | 0 |
38.060295 | 30,648 | 8,981 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 128 | 52 | 0.080636 | 0.190289 | normal | 0 |
19.170242 | 3,966,274 | 11,259 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 48 | 86 | 0.563081 | 0.515583 | dos | 1 |
192.912399 | 34,702 | 36,321 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 28 | 14 | 0.086678 | 0.950222 | normal | 0 |
16.234826 | 39,910 | 41,772 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 76 | 2 | 0.061704 | 0.842657 | normal | 0 |
291.743622 | 28,937 | 30,380 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 159 | 20 | 0.179869 | 0.984458 | normal | 0 |
70.820875 | 20,835 | 35,348 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 91 | 68 | 0.174439 | 0.32985 | normal | 0 |
260.929884 | 16,906 | 91,643 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 110 | 94 | 0.059749 | 0.983211 | normal | 0 |
41.06678 | 46,392 | 24,549 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 177 | 42 | 0.121268 | 0.393309 | normal | 0 |
1.61941 | 260,330 | 33,172 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 200 | 28 | 0.898695 | 0.524622 | dos | 1 |
65.947089 | 38,801 | 92,859 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 11 | 21 | 0.063027 | 0.643031 | normal | 0 |
98.565054 | 48,086 | 8,144 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 263 | 12 | 0.015565 | 0.947702 | normal | 0 |
70.193063 | 42,955 | 19,228 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 252 | 97 | 0.163322 | 0.821229 | normal | 0 |
341.475743 | 31,344 | 67,872 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 342 | 55 | 0.006881 | 0.739361 | normal | 0 |
29.292677 | 15,511 | 40,614 | 3 | 2 | 2 | 6 | 1 | 0 | 0 | 276 | 3 | 0.059356 | 0.295734 | r2l | 1 |
2.831821 | 7,093,818 | 14,013 | 1 | 0 | 3 | 2 | 0 | 0 | 0 | 147 | 99 | 0.888235 | 0.540639 | dos | 1 |
240.436228 | 38,940 | 65,625 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 19 | 0.105839 | 0.761526 | normal | 0 |
34.818216 | 26,024 | 86,982 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 497 | 1 | 0.04933 | 0.582152 | normal | 0 |
46.458649 | 654 | 29,996 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 493 | 97 | 0.07295 | 0.190532 | normal | 0 |
10.772297 | 49,258 | 30,137 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 27 | 94 | 0.058193 | 0.585242 | normal | 0 |
230.225035 | 18,249 | 93,685 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 120 | 1 | 0.027204 | 0.631861 | normal | 0 |
33.702922 | 2,191 | 75,345 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 409 | 4 | 0.062928 | 0.535152 | normal | 0 |
29.964348 | 27,849 | 30,080 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 302 | 4 | 0.15048 | 0.681226 | normal | 0 |
252.901652 | 37,698 | 52,746 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 331 | 75 | 0.176548 | 0.468132 | normal | 0 |
8.969543 | 2,617,755 | 75,253 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 9 | 4 | 0.555169 | 0.695792 | dos | 1 |
15.207824 | 9,103 | 79,096 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 90 | 16 | 0.035108 | 0.414545 | normal | 0 |
146.674333 | 7,563 | 91,807 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 223 | 81 | 0.198277 | 0.405739 | normal | 0 |
3.565117 | 7,829,610 | 28,266 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 489 | 96 | 0.618152 | 0.621906 | dos | 1 |
8.176468 | 8,609 | 32,688 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 177 | 85 | 0.153573 | 0.855352 | normal | 0 |
174.41986 | 29,966 | 44,122 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 241 | 41 | 0.04871 | 0.790893 | normal | 0 |
79.279085 | 12,605 | 90,864 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 312 | 34 | 0.086341 | 0.668644 | normal | 0 |
110.623361 | 24,566 | 715 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 459 | 1 | 0.131489 | 0.759932 | normal | 0 |
11.344254 | 7,020,455 | 15,163 | 1 | 1 | 2 | 2 | 1 | 0 | 0 | 12 | 64 | 0.820419 | 0.327402 | dos | 1 |
10.803768 | 4,406,199 | 18,825 | 4 | 1 | 1 | 0 | 0 | 0 | 0 | 445 | 20 | 0.809435 | 0.59249 | dos | 1 |
3.469276 | 42,276 | 90,059 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 446 | 23 | 0.187268 | 0.317965 | normal | 0 |
143.845845 | 38,967 | 38,036 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 43 | 72 | 0.017986 | 0.784562 | normal | 0 |
3.391227 | 19,084 | 51,973 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 394 | 14 | 0.129713 | 0.183026 | normal | 0 |
60.751982 | 35,962 | 48,805 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 410 | 39 | 0.100673 | 0.014864 | normal | 0 |
16.365486 | 48,925 | 24,444 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 9 | 47 | 0.14167 | 0.736811 | normal | 0 |
26.132971 | 35,131 | 91,763 | 3 | 2 | 22 | 0 | 0 | 0 | 0 | 274 | 73 | 0.052291 | 0.062495 | probe | 1 |
37.638347 | 33,934 | 55,303 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 281 | 74 | 0.001276 | 0.380444 | normal | 0 |
2.972977 | 28,108 | 23,780 | 2 | 1 | 2 | 12 | 0 | 0 | 0 | 466 | 40 | 0.001832 | 0.620617 | r2l | 1 |
55.992963 | 2,890 | 16,033 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 235 | 73 | 0.179962 | 0.990676 | normal | 0 |
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