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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
144.6622 | 14,727 | 71,907 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 423 | 52 | 0.143942 | 0.838151 | normal | 0 |
0.653764 | 19,707 | 28,714 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 405 | 74 | 0.160935 | 0.442391 | normal | 0 |
2.775071 | 28,686 | 68,094 | 4 | 1 | 9 | 1 | 1 | 0 | 0 | 431 | 92 | 0.171719 | 0.622844 | probe | 1 |
157.941514 | 45,354 | 10,701 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 138 | 5 | 0.046498 | 0.93286 | normal | 0 |
99.437315 | 9,514 | 92,445 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 496 | 52 | 0.049538 | 0.943288 | normal | 0 |
26.306596 | 7,531,232 | 66,856 | 4 | 1 | 1 | 0 | 1 | 0 | 0 | 59 | 36 | 0.708587 | 0.908 | dos | 1 |
103.462957 | 25,616 | 58,923 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 349 | 52 | 0.171943 | 0.945858 | normal | 0 |
20.387785 | 6,339,274 | 89,124 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 297 | 17 | 0.803325 | 0.417389 | dos | 1 |
83.559086 | 39,229 | 91,896 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 447 | 92 | 0.197137 | 0.744141 | normal | 0 |
160.836944 | 47,833 | 23,634 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 126 | 2 | 0.028386 | 0.525424 | normal | 0 |
394.986638 | 48,036 | 57,600 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 291 | 86 | 0.197435 | 0.761804 | normal | 0 |
122.270789 | 20,400 | 1,240 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 144 | 59 | 0.050701 | 0.825918 | normal | 0 |
21.708875 | 7,587 | 51,721 | 2 | 2 | 7 | 2 | 1 | 0 | 0 | 355 | 97 | 0.186082 | 0.628252 | probe | 1 |
3.820661 | 34,938 | 3,322 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 290 | 18 | 0.09298 | 0.033896 | normal | 0 |
46.916862 | 8,928 | 70,288 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 418 | 17 | 0.093672 | 0.777019 | normal | 0 |
83.342754 | 48,311 | 55,615 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 229 | 63 | 0.022308 | 0.995034 | normal | 0 |
159.556741 | 37,674 | 55,706 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 44 | 64 | 0.180041 | 0.736066 | normal | 0 |
18.122319 | 6,942 | 64,835 | 4 | 2 | 15 | 2 | 0 | 0 | 0 | 249 | 7 | 0.169458 | 0.023606 | probe | 1 |
322.033378 | 43,436 | 89,617 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 469 | 96 | 0.114483 | 0.76553 | normal | 0 |
31.717096 | 20,159 | 10,578 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 78 | 39 | 0.055123 | 0.573143 | normal | 0 |
5.111908 | 40,729 | 86,243 | 3 | 0 | 2 | 15 | 0 | 0 | 0 | 134 | 37 | 0.115148 | 0.857311 | r2l | 1 |
54.30586 | 48,966 | 83,179 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 277 | 38 | 0.114085 | 0.16352 | normal | 0 |
19.30449 | 31,530 | 2,413 | 3 | 1 | 0 | 12 | 1 | 0 | 0 | 82 | 93 | 0.0854 | 0.83959 | r2l | 1 |
162.202699 | 19,009 | 14,769 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 125 | 48 | 0.03064 | 0.943226 | normal | 0 |
35.128274 | 30,030 | 2,905 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 119 | 68 | 0.007316 | 0.470567 | normal | 0 |
10.182461 | 39,567 | 10,688 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 256 | 87 | 0.061404 | 0.462414 | normal | 0 |
13.827629 | 7,896,029 | 2,554 | 2 | 1 | 0 | 2 | 1 | 0 | 0 | 327 | 15 | 0.626778 | 0.729436 | dos | 1 |
8.328076 | 22,256 | 40,211 | 4 | 0 | 0 | 1 | 1 | 6 | 1 | 487 | 17 | 0.161488 | 0.314887 | u2r | 1 |
159.537611 | 23,321 | 92,221 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 312 | 24 | 0.126141 | 0.836257 | normal | 0 |
345.204466 | 12,506 | 68,938 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 358 | 40 | 0.108845 | 0.851475 | normal | 0 |
5.688859 | 38,027 | 20,666 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 153 | 96 | 0.169085 | 0.633285 | normal | 0 |
89.57273 | 359 | 38,424 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 467 | 67 | 0.09263 | 0.52331 | normal | 0 |
114.343769 | 19,480 | 88,955 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 116 | 33 | 0.087571 | 0.838194 | normal | 0 |
7.850294 | 24,292 | 34,296 | 2 | 1 | 0 | 10 | 1 | 0 | 0 | 95 | 81 | 0.134462 | 0.179314 | r2l | 1 |
285.754051 | 41,125 | 33,618 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 308 | 58 | 0.074402 | 0.121281 | normal | 0 |
124.636118 | 15,833 | 64,095 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 51 | 37 | 0.0749 | 0.037231 | normal | 0 |
73.770408 | 28,753 | 13,632 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 442 | 25 | 0.185271 | 0.002247 | normal | 0 |
17.616923 | 15,693 | 46,272 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 446 | 14 | 0.010833 | 0.662914 | normal | 0 |
48.479497 | 12,416 | 4,674 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 247 | 45 | 0.120825 | 0.216148 | normal | 0 |
87.977156 | 49,048 | 37,177 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 88 | 28 | 0.120232 | 0.854469 | normal | 0 |
9.76858 | 16,132 | 85,215 | 2 | 2 | 22 | 2 | 0 | 0 | 0 | 224 | 42 | 0.152574 | 0.407971 | probe | 1 |
100.89532 | 34,534 | 20,910 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 223 | 38 | 0.123603 | 0.624991 | normal | 0 |
125.219294 | 25,335 | 42,339 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 432 | 30 | 0.054672 | 0.680946 | normal | 0 |
56.063319 | 46,055 | 11,690 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 256 | 86 | 0.088075 | 0.57077 | normal | 0 |
12.962393 | 48,821 | 66,951 | 2 | 0 | 14 | 2 | 1 | 0 | 0 | 157 | 24 | 0.082604 | 0.124929 | probe | 1 |
1.00413 | 6,523,926 | 51,421 | 4 | 1 | 3 | 0 | 0 | 0 | 0 | 180 | 95 | 0.718285 | 0.383343 | dos | 1 |
17.743708 | 28,217 | 7,270 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 226 | 2 | 0.041362 | 0.060251 | normal | 0 |
40.888459 | 435,371 | 14,653 | 1 | 0 | 2 | 2 | 1 | 0 | 0 | 117 | 16 | 0.813271 | 0.186454 | dos | 1 |
221.516924 | 5,814 | 19,191 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 324 | 31 | 0.050046 | 0.377856 | normal | 0 |
7.908007 | 6,143 | 30,369 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 428 | 69 | 0.104946 | 0.734339 | normal | 0 |
161.700836 | 40,620 | 36,376 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 43 | 92 | 0.028114 | 0.513041 | normal | 0 |
26.601308 | 7,622 | 56,985 | 0 | 1 | 1 | 2 | 1 | 0 | 0 | 242 | 97 | 0.069819 | 0.707046 | normal | 0 |
63.192028 | 11,653 | 29,914 | 0 | 2 | 4 | 2 | 0 | 0 | 0 | 425 | 55 | 0.175083 | 0.541267 | normal | 0 |
14.146723 | 43,178 | 51,965 | 3 | 1 | 3 | 10 | 1 | 0 | 0 | 284 | 45 | 0.164283 | 0.027377 | r2l | 1 |
13.844026 | 4,577,788 | 10,194 | 2 | 0 | 1 | 2 | 0 | 0 | 0 | 405 | 72 | 0.766667 | 0.497176 | dos | 1 |
23.587131 | 36,628 | 23,254 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 2 | 59 | 0.066327 | 0.133053 | normal | 0 |
33.42009 | 29,884 | 89,256 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 367 | 38 | 0.184387 | 0.848611 | normal | 0 |
253.132709 | 8,468 | 54,863 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 310 | 76 | 0.089187 | 0.612348 | normal | 0 |
55.712077 | 6,270 | 51,271 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 214 | 11 | 0.12547 | 0.632062 | normal | 0 |
88.427254 | 40,996 | 63,038 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 144 | 72 | 0.080469 | 0.614285 | normal | 0 |
61.606059 | 9,604 | 54,237 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 38 | 14 | 0.027964 | 0.447812 | normal | 0 |
47.551976 | 39,851 | 60,490 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 44 | 89 | 0.06136 | 0.270109 | normal | 0 |
8.644116 | 3,838,086 | 87,508 | 3 | 0 | 1 | 1 | 1 | 0 | 0 | 262 | 32 | 0.953808 | 0.185659 | dos | 1 |
115.897235 | 29,346 | 12,897 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 382 | 1 | 0.076775 | 0.483924 | normal | 0 |
126.670683 | 20,483 | 55,892 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 337 | 31 | 0.064878 | 0.546897 | normal | 0 |
5.592158 | 6,606,783 | 30,513 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 273 | 83 | 0.528193 | 0.451007 | dos | 1 |
155.594854 | 8,822 | 33,706 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 180 | 51 | 0.071965 | 0.647124 | normal | 0 |
192.782115 | 47,481 | 97,145 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 91 | 37 | 0.147432 | 0.591272 | normal | 0 |
253.420315 | 48,202 | 80,656 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 134 | 49 | 0.181621 | 0.330034 | normal | 0 |
17.579778 | 11,709 | 9,876 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 4 | 64 | 0.124227 | 0.141018 | normal | 0 |
6.232119 | 8,507,683 | 92,677 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 324 | 22 | 0.527754 | 0.228802 | dos | 1 |
196.863996 | 34,129 | 38,508 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 215 | 16 | 0.191699 | 0.269559 | normal | 0 |
22.132047 | 5,382 | 95,430 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 470 | 12 | 0.001464 | 0.719884 | normal | 0 |
31.657931 | 19,370 | 88,703 | 1 | 2 | 22 | 2 | 0 | 0 | 0 | 381 | 14 | 0.08152 | 0.915851 | probe | 1 |
5.18039 | 21,426 | 32,907 | 0 | 2 | 11 | 2 | 1 | 0 | 0 | 437 | 25 | 0.171981 | 0.143382 | probe | 1 |
20.820777 | 29,064 | 23,799 | 2 | 1 | 9 | 2 | 0 | 0 | 0 | 307 | 74 | 0.017802 | 0.358499 | probe | 1 |
53.528487 | 21,631 | 72,597 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 344 | 55 | 0.156658 | 0.035893 | normal | 0 |
59.119371 | 46,060 | 63,122 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 325 | 75 | 0.081653 | 0.172632 | normal | 0 |
0.242531 | 24,454 | 82,346 | 2 | 1 | 0 | 1 | 1 | 9 | 0 | 164 | 71 | 0.132536 | 0.336396 | u2r | 1 |
14.448582 | 4,540,216 | 52,054 | 3 | 2 | 1 | 1 | 0 | 0 | 0 | 387 | 46 | 0.810758 | 0.25287 | dos | 1 |
222.821895 | 38,739 | 83,138 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 312 | 41 | 0.188817 | 0.709437 | normal | 0 |
95.956139 | 18,262 | 28,886 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 485 | 37 | 0.015174 | 0.074525 | normal | 0 |
74.926626 | 37,628 | 93,793 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 237 | 71 | 0.159306 | 0.726052 | normal | 0 |
2.370375 | 20,844 | 59,780 | 2 | 0 | 22 | 1 | 0 | 0 | 0 | 396 | 72 | 0.127797 | 0.584004 | probe | 1 |
27.933262 | 34,848 | 32,732 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 407 | 47 | 0.111734 | 0.509119 | normal | 0 |
97.832158 | 28,228 | 9,644 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 59 | 12 | 0.08251 | 0.494208 | normal | 0 |
59.22059 | 25,076 | 67,253 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 120 | 69 | 0.121572 | 0.556886 | normal | 0 |
241.369555 | 23,087 | 34,967 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 445 | 32 | 0.093969 | 0.857668 | normal | 0 |
9.471362 | 1,969,467 | 85,094 | 2 | 2 | 0 | 2 | 0 | 0 | 0 | 400 | 50 | 0.716019 | 0.488067 | dos | 1 |
71.701971 | 20,121 | 1,428 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 178 | 19 | 0.138387 | 0.672455 | normal | 0 |
3.188684 | 9,694,982 | 66,847 | 2 | 0 | 3 | 0 | 1 | 0 | 0 | 292 | 30 | 0.695177 | 0.077508 | dos | 1 |
2.803854 | 25,890 | 90,858 | 0 | 0 | 2 | 12 | 0 | 0 | 0 | 200 | 26 | 0.04278 | 0.545176 | r2l | 1 |
55.310562 | 1,247 | 39,044 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 322 | 96 | 0.140029 | 0.526387 | normal | 0 |
31.380978 | 5,650 | 73,105 | 0 | 1 | 4 | 0 | 0 | 0 | 0 | 191 | 24 | 0.088647 | 0.982067 | normal | 0 |
198.072535 | 23,869 | 43,749 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 93 | 86 | 0.185028 | 0.268389 | normal | 0 |
2.064229 | 6,868,219 | 3,106 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 216 | 50 | 0.659595 | 0.021257 | dos | 1 |
89.528838 | 35,318 | 89,957 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 442 | 30 | 0.032945 | 0.91556 | normal | 0 |
94.371899 | 7,238 | 35,682 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 377 | 96 | 0.186242 | 0.518088 | normal | 0 |
13.576325 | 5,900,612 | 82,673 | 2 | 1 | 1 | 1 | 1 | 0 | 0 | 436 | 74 | 0.916703 | 0.143927 | dos | 1 |
37.551996 | 16,428 | 31,063 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 34 | 37 | 0.004024 | 0.112184 | normal | 0 |
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