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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
79.270508 | 12,575 | 46,527 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 365 | 58 | 0.04823 | 0.44215 | normal | 0 |
24.263731 | 11,647 | 35,708 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 228 | 93 | 0.189942 | 0.314146 | normal | 0 |
11.431052 | 9,123,529 | 65,956 | 1 | 1 | 4 | 1 | 1 | 0 | 0 | 250 | 9 | 0.59522 | 0.241228 | dos | 1 |
59.013695 | 38,111 | 35,847 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 491 | 89 | 0.017355 | 0.529586 | normal | 0 |
12.097597 | 495,197 | 80,036 | 3 | 1 | 0 | 0 | 1 | 0 | 0 | 46 | 47 | 0.547546 | 0.468322 | dos | 1 |
105.806484 | 37,210 | 61,559 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 201 | 56 | 0.105256 | 0.242917 | normal | 0 |
15.139559 | 44,537 | 53,991 | 2 | 0 | 0 | 5 | 1 | 0 | 0 | 82 | 6 | 0.054059 | 0.974453 | r2l | 1 |
27.861342 | 30,132 | 62,893 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 487 | 12 | 0.184829 | 0.286433 | normal | 0 |
41.924403 | 37,922 | 51,486 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 481 | 46 | 0.1258 | 0.122701 | normal | 0 |
159.286783 | 42,886 | 90,849 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 176 | 30 | 0.123826 | 0.402944 | normal | 0 |
88.255824 | 28,032 | 1,418 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 333 | 59 | 0.196979 | 0.135325 | normal | 0 |
9.245948 | 28,751 | 79,267 | 1 | 0 | 5 | 1 | 1 | 0 | 0 | 119 | 44 | 0.154159 | 0.935448 | probe | 1 |
2.270938 | 24,670 | 67,577 | 1 | 1 | 2 | 1 | 1 | 5 | 1 | 12 | 9 | 0.090079 | 0.842239 | u2r | 1 |
5.631577 | 6,515 | 59,129 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 387 | 40 | 0.105394 | 0.244345 | normal | 0 |
120.125442 | 34,762 | 79,119 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 16 | 22 | 0.087588 | 0.168354 | normal | 0 |
45.26744 | 1,844,775 | 62,749 | 1 | 2 | 0 | 0 | 1 | 0 | 0 | 160 | 46 | 0.504063 | 0.427636 | dos | 1 |
20.719224 | 26,428 | 91,174 | 3 | 0 | 17 | 2 | 1 | 0 | 0 | 276 | 27 | 0.192363 | 0.50952 | probe | 1 |
262.363479 | 3,618 | 95,787 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 99 | 10 | 0.177621 | 0.463504 | normal | 0 |
138.643076 | 38,549 | 19,952 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 212 | 64 | 0.000344 | 0.719437 | normal | 0 |
58.333423 | 21,560 | 33,139 | 0 | 2 | 0 | 1 | 1 | 0 | 0 | 286 | 77 | 0.18026 | 0.841299 | normal | 0 |
16.366745 | 42,540 | 40,345 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 188 | 76 | 0.023521 | 0.175253 | normal | 0 |
164.170791 | 29,496 | 54,527 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 336 | 56 | 0.103387 | 0.565454 | normal | 0 |
61.749353 | 49,897 | 51,675 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 40 | 47 | 0.014652 | 0.617825 | normal | 0 |
7.829925 | 14,499 | 88,274 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 237 | 12 | 0.075983 | 0.278212 | normal | 0 |
3.510118 | 6,745,531 | 5,650 | 3 | 1 | 1 | 1 | 0 | 0 | 0 | 229 | 28 | 0.833767 | 0.294078 | dos | 1 |
34.510212 | 1,798 | 47,715 | 0 | 2 | 4 | 0 | 0 | 0 | 0 | 161 | 59 | 0.16091 | 0.66188 | normal | 0 |
5.012369 | 20,054 | 1,418 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 26 | 62 | 0.122341 | 0.154429 | normal | 0 |
233.048073 | 45,673 | 65,170 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 431 | 36 | 0.012668 | 0.345931 | normal | 0 |
65.990796 | 36,294 | 78,404 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 48 | 15 | 0.081142 | 0.226487 | normal | 0 |
32.983975 | 44,764 | 35,969 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 62 | 9 | 0.166681 | 0.579356 | normal | 0 |
126.014309 | 11,516 | 25,202 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 400 | 82 | 0.119913 | 0.86487 | normal | 0 |
217.070086 | 45,484 | 80,985 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 285 | 91 | 0.116305 | 0.293804 | normal | 0 |
0.030712 | 21,269 | 46,352 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 483 | 24 | 0.092168 | 0.282636 | normal | 0 |
116.427844 | 4,674 | 4,307 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 415 | 34 | 0.09499 | 0.313881 | normal | 0 |
145.676702 | 33,258 | 84,881 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 219 | 47 | 0.178999 | 0.874604 | normal | 0 |
2.053086 | 7,923,480 | 99,950 | 1 | 2 | 1 | 2 | 1 | 0 | 0 | 318 | 9 | 0.998284 | 0.195466 | dos | 1 |
67.260724 | 12,799 | 59,343 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 476 | 29 | 0.18134 | 0.070925 | normal | 0 |
5.379746 | 4,036,041 | 89,435 | 3 | 2 | 3 | 2 | 0 | 0 | 0 | 190 | 48 | 0.710972 | 0.019074 | dos | 1 |
137.337767 | 16,036 | 84,555 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 90 | 82 | 0.154913 | 0.731427 | normal | 0 |
188.030232 | 29,640 | 67,879 | 0 | 2 | 1 | 1 | 1 | 0 | 0 | 252 | 28 | 0.161897 | 0.296866 | normal | 0 |
11.449843 | 16,990 | 73,720 | 0 | 2 | 3 | 1 | 0 | 0 | 0 | 26 | 21 | 0.173698 | 0.870273 | normal | 0 |
169.532403 | 34,590 | 58,353 | 0 | 1 | 0 | 2 | 1 | 0 | 0 | 116 | 99 | 0.019883 | 0.633916 | normal | 0 |
2.739236 | 943,055 | 48,069 | 4 | 2 | 1 | 0 | 1 | 0 | 0 | 18 | 49 | 0.840323 | 0.052462 | dos | 1 |
19.62745 | 3,334,707 | 81,065 | 3 | 2 | 1 | 1 | 1 | 0 | 0 | 173 | 23 | 0.714026 | 0.677708 | dos | 1 |
25.851142 | 957,617 | 22,382 | 2 | 1 | 0 | 2 | 1 | 0 | 0 | 237 | 29 | 0.790331 | 0.0019 | dos | 1 |
0.004813 | 26,410 | 81,135 | 0 | 0 | 3 | 0 | 1 | 0 | 0 | 389 | 74 | 0.010965 | 0.49046 | normal | 0 |
268.527632 | 39,305 | 45,110 | 0 | 1 | 3 | 1 | 0 | 0 | 0 | 255 | 84 | 0.076958 | 0.51732 | normal | 0 |
79.935969 | 5,696 | 11,004 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 5 | 11 | 0.107389 | 0.167436 | normal | 0 |
96.847617 | 6,049 | 70,512 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 478 | 63 | 0.179976 | 0.288033 | normal | 0 |
109.260859 | 46,884 | 55,221 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 391 | 38 | 0.065914 | 0.381465 | normal | 0 |
82.409681 | 30,486 | 69,574 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 9 | 21 | 0.15119 | 0.062858 | normal | 0 |
194.326087 | 6,721 | 89,607 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 459 | 31 | 0.177993 | 0.282301 | normal | 0 |
94.08443 | 43,671 | 19,268 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 245 | 77 | 0.056917 | 0.352336 | normal | 0 |
11.853339 | 6,554,531 | 99,626 | 1 | 1 | 3 | 0 | 1 | 0 | 0 | 221 | 55 | 0.859824 | 0.886812 | dos | 1 |
17.851362 | 40,645 | 46,689 | 4 | 0 | 1 | 0 | 0 | 2 | 1 | 447 | 56 | 0.132795 | 0.687501 | u2r | 1 |
18.7307 | 17,826 | 96,259 | 2 | 1 | 1 | 18 | 1 | 0 | 0 | 441 | 82 | 0.110389 | 0.850678 | r2l | 1 |
244.833432 | 5,614 | 84,331 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 315 | 46 | 0.054811 | 0.33632 | normal | 0 |
114.453319 | 40,083 | 42,275 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 36 | 92 | 0.089669 | 0.965127 | normal | 0 |
120.143933 | 28,756 | 21,232 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 227 | 6 | 0.002995 | 0.509096 | normal | 0 |
24.512568 | 6,521,509 | 80,894 | 2 | 2 | 2 | 2 | 0 | 0 | 0 | 98 | 26 | 0.600529 | 0.175763 | dos | 1 |
7.817406 | 28,185 | 44,502 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 380 | 36 | 0.09804 | 0.513691 | normal | 0 |
55.965285 | 23,102 | 9,746 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 487 | 63 | 0.107072 | 0.725313 | normal | 0 |
3.707138 | 7,048,309 | 65,961 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 364 | 68 | 0.786727 | 0.898227 | dos | 1 |
99.540555 | 31,571 | 29,070 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 191 | 96 | 0.160495 | 0.187723 | normal | 0 |
164.408983 | 7,853 | 7,097 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 474 | 2 | 0.087665 | 0.389479 | normal | 0 |
339.057526 | 8,841 | 24,879 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 13 | 55 | 0.03703 | 0.532846 | normal | 0 |
60.622867 | 2,105 | 30,408 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 275 | 86 | 0.117386 | 0.935795 | normal | 0 |
154.279955 | 27,241 | 90,215 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 138 | 13 | 0.151265 | 0.217149 | normal | 0 |
248.953646 | 41,818 | 7,498 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 203 | 12 | 0.091794 | 0.818994 | normal | 0 |
114.988063 | 49,575 | 73,069 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 414 | 67 | 0.06971 | 0.016536 | normal | 0 |
27.803879 | 7,464 | 96,062 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 36 | 72 | 0.159203 | 0.668428 | normal | 0 |
3.867873 | 1,791,627 | 86,582 | 4 | 1 | 4 | 2 | 0 | 0 | 0 | 260 | 40 | 0.589387 | 0.35937 | dos | 1 |
350.496077 | 24,786 | 5,867 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 357 | 93 | 0.014815 | 0.755808 | normal | 0 |
438.634224 | 1,923 | 84,643 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 414 | 56 | 0.134019 | 0.046404 | normal | 0 |
102.822789 | 20,105 | 12,140 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 189 | 86 | 0.018328 | 0.987494 | normal | 0 |
19.7044 | 1,238 | 58,452 | 2 | 0 | 4 | 12 | 1 | 0 | 0 | 160 | 63 | 0.128386 | 0.590102 | r2l | 1 |
22.358035 | 34,588 | 5,338 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 74 | 25 | 0.028281 | 0.035416 | normal | 0 |
28.246717 | 49,975 | 76,143 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 235 | 8 | 0.152471 | 0.080496 | normal | 0 |
6.308673 | 23,115 | 18,281 | 0 | 2 | 27 | 0 | 0 | 0 | 0 | 478 | 73 | 0.062411 | 0.465363 | probe | 1 |
3.216392 | 4,174,457 | 37,588 | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 301 | 32 | 0.978158 | 0.708659 | dos | 1 |
21.208794 | 13,895 | 17,098 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 287 | 45 | 0.01623 | 0.609925 | normal | 0 |
0.037521 | 3,848,035 | 68,408 | 3 | 2 | 2 | 1 | 0 | 0 | 0 | 184 | 26 | 0.877137 | 0.150633 | dos | 1 |
89.05847 | 13,219 | 38,699 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 235 | 33 | 0.114871 | 0.680819 | normal | 0 |
92.587961 | 11,673 | 13,553 | 0 | 0 | 4 | 1 | 1 | 0 | 0 | 233 | 13 | 0.047969 | 0.7902 | normal | 0 |
34.52773 | 43,220 | 97,441 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 298 | 96 | 0.010196 | 0.939927 | normal | 0 |
253.343196 | 9,585 | 17,586 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 87 | 43 | 0.059165 | 0.812807 | normal | 0 |
3.225301 | 1,752,007 | 55,236 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 376 | 14 | 0.926157 | 0.128365 | dos | 1 |
49.769233 | 4,117 | 82,011 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 75 | 57 | 0.003409 | 0.386082 | normal | 0 |
56.967683 | 37,138 | 5,769 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 13 | 12 | 0.171935 | 0.6616 | normal | 0 |
29.33531 | 2,345,141 | 46,585 | 1 | 2 | 3 | 1 | 1 | 0 | 0 | 487 | 37 | 0.823547 | 0.959896 | dos | 1 |
1.0585 | 2,477,203 | 62,063 | 3 | 2 | 2 | 1 | 1 | 0 | 0 | 53 | 33 | 0.533301 | 0.046379 | dos | 1 |
48.174754 | 24,612 | 20,363 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 112 | 19 | 0.112948 | 0.933449 | normal | 0 |
53.485239 | 28,897 | 71,780 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 182 | 20 | 0.028361 | 0.542065 | normal | 0 |
42.777045 | 9,286 | 75,047 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 299 | 51 | 0.128311 | 0.667758 | normal | 0 |
38.00139 | 5,690,680 | 39,920 | 4 | 1 | 1 | 1 | 0 | 0 | 0 | 280 | 51 | 0.773904 | 0.157888 | dos | 1 |
61.274459 | 22,881 | 84,160 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 364 | 73 | 0.068786 | 0.53486 | normal | 0 |
20.688471 | 34,719 | 74,597 | 4 | 0 | 1 | 16 | 0 | 0 | 0 | 407 | 26 | 0.10549 | 0.518806 | r2l | 1 |
135.466665 | 27,652 | 27,342 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 225 | 62 | 0.061086 | 0.342229 | normal | 0 |
150.902101 | 7,010 | 77,085 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 474 | 33 | 0.090479 | 0.284981 | normal | 0 |
46.957494 | 3,971 | 33,742 | 0 | 2 | 2 | 0 | 1 | 0 | 0 | 147 | 7 | 0.087624 | 0.727911 | normal | 0 |
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