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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
70.914094 | 31,554 | 57,036 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 403 | 77 | 0.010172 | 0.513095 | normal | 0 |
272.755173 | 45,153 | 33,701 | 0 | 1 | 4 | 1 | 1 | 0 | 0 | 315 | 51 | 0.091415 | 0.045904 | normal | 0 |
28.192339 | 49,084 | 97,426 | 1 | 1 | 17 | 2 | 1 | 0 | 0 | 222 | 62 | 0.087574 | 0.57772 | probe | 1 |
480.101133 | 13,592 | 4,716 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 5 | 13 | 0.101613 | 0.07459 | normal | 0 |
0.738369 | 5,359,384 | 53,397 | 3 | 2 | 0 | 1 | 0 | 0 | 0 | 8 | 20 | 0.574669 | 0.797445 | dos | 1 |
151.052849 | 15,487 | 78,568 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 459 | 9 | 0.001617 | 0.08848 | normal | 0 |
78.27834 | 20,772 | 45,322 | 0 | 1 | 3 | 1 | 1 | 0 | 0 | 50 | 18 | 0.074803 | 0.583172 | normal | 0 |
17.605805 | 39,973 | 72,282 | 2 | 0 | 1 | 8 | 1 | 0 | 0 | 62 | 47 | 0.054556 | 0.822173 | r2l | 1 |
43.812545 | 38,243 | 14,710 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 393 | 40 | 0.098961 | 0.463722 | normal | 0 |
35.311295 | 26,644 | 69,111 | 2 | 1 | 19 | 2 | 0 | 0 | 0 | 347 | 64 | 0.017106 | 0.764388 | probe | 1 |
5.757397 | 24,274 | 35,319 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 13 | 25 | 0.143406 | 0.547667 | normal | 0 |
6.651121 | 2,571 | 95,450 | 2 | 2 | 8 | 0 | 0 | 0 | 0 | 297 | 15 | 0.152452 | 0.659463 | probe | 1 |
46.598616 | 29,477 | 57,338 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 494 | 53 | 0.136977 | 0.435753 | normal | 0 |
48.88889 | 39,102 | 30,190 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 406 | 39 | 0.1559 | 0.025772 | normal | 0 |
8.918259 | 465,809 | 87,585 | 4 | 2 | 0 | 0 | 1 | 0 | 0 | 395 | 12 | 0.766902 | 0.83761 | dos | 1 |
5.857036 | 45,950 | 23,562 | 1 | 1 | 0 | 16 | 1 | 0 | 0 | 147 | 78 | 0.024531 | 0.875234 | r2l | 1 |
5.918939 | 39,156 | 90,085 | 2 | 1 | 27 | 1 | 1 | 0 | 0 | 216 | 71 | 0.039816 | 0.338541 | probe | 1 |
4.505723 | 8,761,179 | 82,931 | 4 | 2 | 2 | 0 | 0 | 0 | 0 | 246 | 88 | 0.707696 | 0.244905 | dos | 1 |
0.170743 | 20,821 | 20,550 | 0 | 2 | 24 | 2 | 0 | 0 | 0 | 52 | 52 | 0.174757 | 0.210791 | probe | 1 |
52.474436 | 42,569 | 89,251 | 0 | 1 | 2 | 2 | 1 | 0 | 0 | 241 | 71 | 0.006752 | 0.838415 | normal | 0 |
43.636466 | 21,634 | 76,036 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 349 | 46 | 0.193252 | 0.939194 | normal | 0 |
10.84604 | 25,448 | 45,751 | 0 | 1 | 2 | 1 | 1 | 0 | 0 | 409 | 39 | 0.138521 | 0.514072 | normal | 0 |
78.332112 | 21,663 | 63,108 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 285 | 95 | 0.197736 | 0.01484 | normal | 0 |
35.929451 | 11,964 | 99,164 | 0 | 1 | 4 | 2 | 0 | 0 | 0 | 62 | 43 | 0.036828 | 0.618598 | normal | 0 |
108.118879 | 12,278 | 26,010 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 392 | 60 | 0.164107 | 0.237286 | normal | 0 |
38.449248 | 12,488 | 1,439 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 461 | 33 | 0.149564 | 0.429995 | normal | 0 |
56.416222 | 11,149 | 36,184 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 429 | 70 | 0.195923 | 0.719489 | normal | 0 |
5.378099 | 10,972 | 3,953 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 10 | 33 | 0.023345 | 0.042922 | normal | 0 |
489.794117 | 1,878 | 32,609 | 0 | 2 | 1 | 0 | 1 | 0 | 0 | 270 | 59 | 0.16218 | 0.614895 | normal | 0 |
70.848497 | 26,695 | 39,528 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 59 | 22 | 0.108754 | 0.188119 | normal | 0 |
6.014951 | 519,063 | 46,433 | 4 | 2 | 3 | 0 | 0 | 0 | 0 | 239 | 82 | 0.615328 | 0.473549 | dos | 1 |
7.320787 | 2,725,697 | 42,421 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 24 | 11 | 0.861682 | 0.417878 | dos | 1 |
204.294761 | 372 | 46,099 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 144 | 50 | 0.085967 | 0.321111 | normal | 0 |
148.083423 | 1,601 | 88,823 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 491 | 14 | 0.103767 | 0.116758 | normal | 0 |
120.699966 | 10,397 | 39,383 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 75 | 90 | 0.076145 | 0.473288 | normal | 0 |
15.020059 | 13,370 | 82,081 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 306 | 74 | 0.077848 | 0.594798 | normal | 0 |
107.217606 | 3,676 | 17,441 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 243 | 96 | 0.053765 | 0.584688 | normal | 0 |
145.37101 | 40,496 | 97,394 | 0 | 2 | 1 | 2 | 1 | 0 | 0 | 30 | 12 | 0.182372 | 0.75993 | normal | 0 |
84.961168 | 45,200 | 17,837 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 308 | 96 | 0.060981 | 0.31859 | normal | 0 |
223.258344 | 14,726 | 4,826 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 130 | 39 | 0.045272 | 0.988503 | normal | 0 |
2.538248 | 1,381 | 56,049 | 4 | 0 | 2 | 14 | 0 | 0 | 0 | 418 | 97 | 0.193357 | 0.381459 | r2l | 1 |
4.448974 | 48,998 | 46,100 | 0 | 0 | 1 | 16 | 0 | 0 | 0 | 488 | 77 | 0.001669 | 0.013245 | r2l | 1 |
203.691664 | 17,753 | 19,168 | 0 | 2 | 2 | 2 | 1 | 0 | 0 | 107 | 44 | 0.156772 | 0.214021 | normal | 0 |
98.18918 | 4,435 | 86,187 | 0 | 2 | 4 | 1 | 0 | 0 | 0 | 399 | 53 | 0.044934 | 0.46177 | normal | 0 |
0.144827 | 11,776 | 76,963 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 36 | 31 | 0.046054 | 0.522772 | normal | 0 |
43.561211 | 25,827 | 39,734 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 13 | 79 | 0.154254 | 0.543907 | normal | 0 |
4.533447 | 29,047 | 4,294 | 4 | 2 | 0 | 3 | 1 | 0 | 0 | 261 | 81 | 0.067956 | 0.874929 | r2l | 1 |
2.769963 | 10,757 | 18,481 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 419 | 24 | 0.158728 | 0.326035 | normal | 0 |
9.010435 | 8,747,853 | 97,777 | 2 | 0 | 1 | 1 | 1 | 0 | 0 | 241 | 14 | 0.926846 | 0.759932 | dos | 1 |
33.025461 | 34,443 | 75,193 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 171 | 78 | 0.155711 | 0.600542 | normal | 0 |
18.050835 | 25,508 | 23,881 | 2 | 2 | 1 | 0 | 0 | 7 | 1 | 379 | 89 | 0.014599 | 0.317645 | u2r | 1 |
231.747116 | 42,429 | 53,541 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 350 | 36 | 0.145307 | 0.725077 | normal | 0 |
13.833999 | 2,694,921 | 69,577 | 3 | 1 | 1 | 1 | 0 | 0 | 0 | 469 | 42 | 0.738912 | 0.278904 | dos | 1 |
80.572674 | 8,859 | 68,154 | 0 | 0 | 4 | 2 | 1 | 0 | 0 | 392 | 10 | 0.167489 | 0.408831 | normal | 0 |
40.34791 | 12,547 | 15,532 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 263 | 15 | 0.037155 | 0.373398 | normal | 0 |
27.936563 | 14,245 | 12,441 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 76 | 7 | 0.11058 | 0.020793 | normal | 0 |
168.859939 | 28,867 | 16,093 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 305 | 17 | 0.126669 | 0.073505 | normal | 0 |
11.502827 | 14,860 | 7,659 | 2 | 0 | 0 | 9 | 1 | 0 | 0 | 271 | 79 | 0.006835 | 0.099186 | r2l | 1 |
8.865711 | 45,056 | 73,664 | 3 | 2 | 27 | 0 | 1 | 0 | 0 | 62 | 68 | 0.137954 | 0.774089 | probe | 1 |
18.474209 | 3,287 | 64,480 | 4 | 0 | 24 | 0 | 1 | 0 | 0 | 147 | 48 | 0.119065 | 0.38635 | probe | 1 |
10.945811 | 17,082 | 64,778 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 167 | 37 | 0.096599 | 0.628565 | normal | 0 |
8.56785 | 3,910,926 | 39,857 | 2 | 1 | 3 | 0 | 0 | 0 | 0 | 129 | 10 | 0.697159 | 0.902358 | dos | 1 |
86.161622 | 41,103 | 87,679 | 0 | 2 | 3 | 2 | 0 | 0 | 0 | 94 | 83 | 0.150571 | 0.523408 | normal | 0 |
135.672026 | 47,798 | 17,081 | 0 | 2 | 0 | 2 | 0 | 0 | 0 | 490 | 50 | 0.142205 | 0.850358 | normal | 0 |
26.766515 | 46,167 | 20,341 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 401 | 40 | 0.103349 | 0.946144 | normal | 0 |
34.718795 | 14,134 | 13,729 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 365 | 83 | 0.04003 | 0.195171 | normal | 0 |
84.285708 | 18,365 | 24,293 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 247 | 74 | 0.080503 | 0.812969 | normal | 0 |
408.20056 | 39,020 | 12,559 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 152 | 72 | 0.10898 | 0.734481 | normal | 0 |
24.525264 | 30,720 | 43,450 | 0 | 0 | 1 | 2 | 1 | 0 | 0 | 485 | 32 | 0.095981 | 0.920492 | normal | 0 |
5.445678 | 8,970,136 | 49,960 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 285 | 86 | 0.980782 | 0.630455 | dos | 1 |
125.296185 | 34,751 | 39,323 | 0 | 2 | 0 | 2 | 1 | 0 | 0 | 425 | 39 | 0.053618 | 0.734358 | normal | 0 |
174.917176 | 23,840 | 1,038 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 62 | 73 | 0.047191 | 0.330409 | normal | 0 |
9.391655 | 22,435 | 63,567 | 0 | 2 | 0 | 1 | 0 | 0 | 0 | 219 | 71 | 0.064774 | 0.196628 | normal | 0 |
35.727539 | 6,970 | 96,941 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 363 | 36 | 0.082406 | 0.43659 | normal | 0 |
5.947009 | 2,262 | 74,271 | 0 | 2 | 4 | 2 | 1 | 0 | 0 | 348 | 77 | 0.133206 | 0.730826 | normal | 0 |
46.449403 | 48,729 | 44,736 | 0 | 2 | 4 | 1 | 1 | 0 | 0 | 11 | 21 | 0.002958 | 0.577153 | normal | 0 |
397.867896 | 45,543 | 30,280 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 232 | 88 | 0.158687 | 0.242625 | normal | 0 |
11.12367 | 6,682 | 26,877 | 0 | 2 | 2 | 1 | 1 | 0 | 0 | 261 | 78 | 0.019216 | 0.320418 | normal | 0 |
82.638783 | 29,681 | 53,993 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 430 | 25 | 0.033776 | 0.847029 | normal | 0 |
0.347938 | 5,144,211 | 71,818 | 0 | 1 | 3 | 2 | 0 | 0 | 0 | 275 | 13 | 0.620817 | 0.800234 | dos | 1 |
124.71685 | 38,911 | 74,437 | 0 | 1 | 4 | 1 | 0 | 0 | 0 | 490 | 65 | 0.008316 | 0.655639 | normal | 0 |
21.964056 | 46,498 | 17,697 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 376 | 42 | 0.168227 | 0.639127 | normal | 0 |
8.65648 | 4,443,986 | 37,169 | 2 | 2 | 2 | 1 | 0 | 0 | 0 | 120 | 54 | 0.62111 | 0.54119 | dos | 1 |
41.100716 | 25,551 | 45,227 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 114 | 81 | 0.145148 | 0.34946 | normal | 0 |
147.422673 | 24,355 | 60,099 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 239 | 67 | 0.029243 | 0.573292 | normal | 0 |
22.046757 | 3,615 | 40,113 | 4 | 2 | 26 | 1 | 0 | 0 | 0 | 220 | 26 | 0.055456 | 0.260608 | probe | 1 |
26.115569 | 40,695 | 45,662 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 122 | 78 | 0.154876 | 0.357293 | normal | 0 |
0.850045 | 16,511 | 23,380 | 0 | 2 | 3 | 0 | 0 | 0 | 0 | 370 | 4 | 0.085798 | 0.974707 | normal | 0 |
345.506861 | 735 | 75,500 | 0 | 1 | 4 | 0 | 1 | 0 | 0 | 439 | 12 | 0.095404 | 0.687217 | normal | 0 |
89.684503 | 46,577 | 26,015 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 429 | 74 | 0.02942 | 0.004757 | normal | 0 |
127.26073 | 43,184 | 61,750 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 188 | 11 | 0.186473 | 0.433968 | normal | 0 |
105.378187 | 33,454 | 88,653 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 92 | 4 | 0.197509 | 0.670492 | normal | 0 |
15.591088 | 3,722 | 85,235 | 0 | 1 | 2 | 0 | 1 | 0 | 0 | 391 | 52 | 0.146065 | 0.783225 | normal | 0 |
90.371992 | 45,389 | 64,219 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 305 | 79 | 0.146155 | 0.656441 | normal | 0 |
14.089051 | 23,899 | 90,520 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 297 | 68 | 0.036528 | 0.94708 | normal | 0 |
51.288851 | 30,749 | 81,115 | 0 | 1 | 4 | 2 | 1 | 0 | 0 | 164 | 57 | 0.075764 | 0.308823 | normal | 0 |
84.156166 | 19,954 | 70,350 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 441 | 48 | 0.062082 | 0.921015 | normal | 0 |
81.844086 | 20,198 | 32,179 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 155 | 17 | 0.029572 | 0.609571 | normal | 0 |
12.6781 | 12,301 | 96,439 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 342 | 35 | 0.057499 | 0.066958 | normal | 0 |
5.501096 | 3,570 | 86,642 | 1 | 0 | 5 | 0 | 0 | 0 | 0 | 459 | 93 | 0.178306 | 0.858095 | probe | 1 |
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