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ts
float64 | uid
string | id.orig_h
string | id.orig_p
int64 | id.resp_h
string | id.resp_p
int64 | proto
string | service
string | duration
float64 | orig_bytes
int64 | resp_bytes
int64 | conn_state
string | local_orig
float64 | local_resp
float64 | missed_bytes
int64 | history
string | orig_pkts
int64 | orig_ip_bytes
int64 | resp_pkts
int64 | resp_ip_bytes
int64 | label
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
null | null | null | 40,688 | null | 80 | tcp | null | 0.259527 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 40,689 | null | 80 | tcp | null | 0.252768 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 58,696 | null | 80 | tcp | http | 300.490513 | 146 | 775 | SF | null | null | 0 | ShADadfF | 12 | 658 | 6 | 1,027 | Benign |
null | null | null | 40,690 | null | 80 | tcp | null | 0.245769 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 46,305 | null | 53 | udp | dns | 0.014092 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 33,475 | null | 53 | udp | dns | 0.018744 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 33,685 | null | 53 | udp | dns | 0.005166 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 58,696 | null | 80 | tcp | null | null | null | null | SH | null | null | 0 | F | 1 | 40 | 0 | 0 | Benign |
null | null | null | 49,085 | null | 80 | tcp | http | 0.241575 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 55,192 | null | 80 | tcp | http | 0.242519 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 8,240 | null | 53 | udp | dns | 0.011302 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.015422 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 58,229 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 36,195 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.346187 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 37,475 | null | 443 | tcp | null | 0.117275 | 259 | 110 | OTH | null | null | 0 | DdA | 2 | 339 | 1 | 150 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.570407 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 47,575 | null | 80 | tcp | http | 23.416857 | 146 | 775 | S3 | null | null | 0 | ShADadf | 6 | 406 | 5 | 987 | Benign |
null | null | null | 38,721 | null | 443 | tcp | null | 0.120302 | 241 | 92 | OTH | null | null | 0 | DdA | 2 | 321 | 1 | 132 | Benign |
null | null | null | 36,239 | null | 80 | tcp | null | 0.03208 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 40,948 | null | 80 | tcp | http | 0.230564 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 60,893 | null | 443 | tcp | ssl | 2.223281 | 2,715 | 3,769 | SF | null | null | 0 | ShADadFf | 14 | 3,295 | 10 | 4,177 | Benign |
null | null | null | 57,413 | null | 53 | udp | dns | 0.012546 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 33,994 | null | 53 | udp | dns | 0.010488 | 40 | 104 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 132 | Benign |
null | null | null | 29,056 | null | 53 | udp | dns | 0.000877 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 61,475 | null | 53 | udp | dns | 0.116093 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 63,959 | null | 53 | udp | dns | 0.011365 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 62,608 | null | 53 | udp | dns | 0.125901 | 38 | 54 | SF | null | null | 0 | Dd | 1 | 66 | 1 | 82 | Benign |
null | null | null | 44,635 | null | 53 | udp | dns | 0.010835 | 37 | 53 | SF | null | null | 0 | Dd | 1 | 65 | 1 | 81 | Benign |
null | null | null | 24,019 | null | 53 | udp | dns | 0.017181 | 37 | 53 | SF | null | null | 0 | Dd | 1 | 65 | 1 | 81 | Benign |
null | null | null | 37,512 | null | 80 | tcp | http | 0.243467 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 3.817188 | 1,176 | 0 | S0 | null | null | 0 | D | 6 | 1,344 | 0 | 0 | Benign |
null | null | null | 36,607 | null | 53 | udp | dns | 0.016538 | 64 | 128 | SF | null | null | 0 | Dd | 1 | 92 | 1 | 156 | Benign |
null | null | null | 50,020 | null | 80 | tcp | http | 0.083062 | 529 | 170 | SF | null | null | 0 | ShADadfF | 5 | 797 | 5 | 438 | Benign |
null | null | null | 11,612 | null | 53 | udp | dns | 0.013589 | 38 | 87 | SF | null | null | 0 | Dd | 1 | 66 | 1 | 115 | Benign |
null | null | null | 47,253 | null | 53 | udp | dns | 0.011973 | 48 | 64 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 92 | Benign |
null | null | null | 40,649 | null | 53 | udp | dns | 0.044247 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 33,541 | null | 53 | udp | dns | 0.014861 | 41 | 57 | SF | null | null | 0 | Dd | 1 | 69 | 1 | 85 | Benign |
null | null | null | 3,898 | null | 53 | udp | dns | 0.055597 | 44 | 82 | SF | null | null | 0 | Dd | 1 | 72 | 1 | 110 | Benign |
null | null | null | 50,021 | null | 80 | tcp | http | 0.097178 | 523 | 170 | SF | null | null | 0 | ShADadfF | 5 | 791 | 5 | 438 | Benign |
null | null | null | 38,451 | null | 443 | tcp | ssl | 6,388.007327 | 2,886,842 | 2,064,522 | RSTR | null | null | 0 | ShADadtftr | 7,968 | 3,207,031 | 7,186 | 2,362,011 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 15.753725 | 844 | 0 | S0 | null | null | 0 | D | 8 | 1,228 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 15.755765 | 1,738 | 0 | S0 | null | null | 0 | D | 14 | 2,130 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 0.008004 | 0 | 600 | SHR | null | null | 0 | ^d | 0 | 0 | 2 | 656 | Benign |
null | null | null | 143 | null | 0 | icmp | null | 0.914822 | 40 | 0 | OTH | null | null | 0 | null | 2 | 152 | 0 | 0 | Benign |
null | null | null | 45,495 | null | 123 | udp | null | 0.01111 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 48,789 | null | 123 | udp | null | 0.012144 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 44,364 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.022224 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 56,048 | null | 53 | udp | dns | 0.024604 | 36 | 143 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 171 | Benign |
null | null | null | 38,876 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 1,645 | null | 53 | udp | dns | 0.027006 | 32 | 48 | SF | null | null | 0 | Dd | 1 | 60 | 1 | 76 | Benign |
null | null | null | 19,288 | null | 53 | udp | dns | 0.011705 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 21,034 | null | 53 | udp | dns | 0.013167 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 133 | null | 134 | icmp | null | 8.018167 | 24 | 0 | OTH | null | null | 0 | null | 3 | 168 | 0 | 0 | Benign |
null | null | null | 60,348 | null | 443 | tcp | ssl | 36.634307 | 1,149 | 5,729 | RSTR | null | null | 0 | ShADadfr | 14 | 1,729 | 14 | 6,297 | Benign |
null | null | null | 43,636 | null | 443 | tcp | ssl | 37.038438 | 1,076 | 5,760 | RSTR | null | null | 0 | ShADadfr | 14 | 1,656 | 14 | 6,328 | Benign |
null | null | null | 54,274 | null | 443 | tcp | ssl | 36.257362 | 1,042 | 5,861 | RSTR | null | null | 0 | ShADadfr | 13 | 1,582 | 14 | 6,429 | Benign |
null | null | null | 52,580 | null | 443 | tcp | ssl | 36.587444 | 1,104 | 5,870 | RSTR | null | null | 0 | ShADadfr | 14 | 1,684 | 14 | 6,438 | Benign |
null | null | null | 55,197 | null | 80 | tcp | http | 29.93652 | 348 | 958 | SF | null | null | 0 | ShADadFf | 8 | 772 | 5 | 1,226 | Benign |
null | null | null | 42,487 | null | 80 | tcp | http | 28.149607 | 185 | 464 | SF | null | null | 0 | ShADadFf | 6 | 505 | 4 | 680 | Benign |
null | null | null | 143 | null | 0 | icmp | null | 28.470004 | 80 | 0 | OTH | null | null | 0 | null | 4 | 304 | 0 | 0 | Benign |
null | null | null | 48,211 | null | 443 | tcp | ssl | 64.591999 | 2,708 | 5,463 | RSTR | null | null | 0 | ShADadr | 13 | 3,248 | 11 | 5,911 | Benign |
null | null | null | 35,088 | null | 443 | tcp | ssl | 63.75835 | 7,380 | 5,013 | RSTR | null | null | 0 | ShADadr | 16 | 8,040 | 14 | 5,585 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 188.26218 | 6,603 | 0 | S0 | null | null | 0 | D | 22 | 7,219 | 0 | 0 | Benign |
null | null | null | 52,480 | null | 443 | tcp | ssl | 149.162362 | 2,868 | 4,972 | RSTR | null | null | 0 | ShADadr | 13 | 3,408 | 11 | 5,420 | Benign |
null | null | null | 49,777 | null | 443 | tcp | ssl | 163.563015 | 1,642 | 5,379 | RSTR | null | null | 0 | ShADadr | 11 | 2,102 | 10 | 5,787 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.665859 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 56,579 | null | 443 | tcp | ssl | 244.752221 | 213,789 | 5,663 | SF | null | null | 0 | ShADadfFr | 185 | 221,257 | 99 | 10,217 | Benign |
null | null | null | 47,381 | null | 443 | tcp | ssl | 244.629602 | 114,066 | 5,929 | SF | null | null | 0 | ShADadfFr | 115 | 118,734 | 65 | 9,123 | Benign |
null | null | null | 50,136 | null | 443 | tcp | ssl | 1.243981 | 3,476 | 5,452 | S1 | null | null | 0 | ShADad | 20 | 4,332 | 17 | 7,171 | Benign |
null | null | null | 38,510 | null | 80 | tcp | null | 0.061737 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 34,397 | null | 80 | tcp | http | 300.424791 | 438 | 1,550 | SF | null | null | 0 | ShADadfFr | 13 | 1,002 | 10 | 2,800 | Benign |
null | null | null | 30,836 | null | 53 | udp | dns | 0.017453 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 26,767 | null | 53 | udp | dns | 0.109057 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 46,420 | null | 53 | udp | dns | 0.01418 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 57,174 | null | 80 | tcp | http | 0.239853 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 49,616 | null | 80 | tcp | http | 0.247687 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 28,147 | null | 53 | udp | dns | 0.021168 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 10,789 | null | 53 | udp | dns | 0.017781 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.052603 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 41,322 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 59,738 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 35,291 | null | 53 | udp | dns | 0.010684 | 37 | 53 | SF | null | null | 0 | Dd | 1 | 65 | 1 | 81 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.603969 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 51,428 | null | 443 | tcp | ssl | 120.393625 | 829 | 5,896 | S3 | null | null | 0 | ShADadf | 13 | 1,513 | 11 | 6,476 | Benign |
null | null | null | 45,698 | null | 80 | tcp | http | 120.115379 | 191 | 189,440 | S3 | null | null | 0 | ShADadf | 139 | 7,427 | 138 | 196,624 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.009897 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.009963 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.009973 | 804 | 0 | S0 | null | null | 0 | D | 4 | 996 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 60.081401 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 54,831 | null | 443 | tcp | ssl | 299.950757 | 11,118 | 4,865 | SF | null | null | 0 | ShADadfFr | 26 | 12,202 | 21 | 6,161 | Benign |
null | null | null | 37,068 | null | 80 | tcp | http | 300.199148 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 50,085 | null | 80 | tcp | null | 0.091211 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 40,074 | null | 53 | udp | dns | 0.018047 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 8,710 | null | 53 | udp | dns | 0.011923 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 20,417 | null | 53 | udp | dns | 0.04129 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 46,319 | null | 53 | udp | dns | 0.019091 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 20,547 | null | 53 | udp | dns | 0.01497 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 58,710 | null | 80 | tcp | http | 0.226669 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
Subsets and Splits