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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 | 34,749 | null | 53 | udp | dns | 0.01204 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 40,505 | null | 53 | udp | dns | 0.012038 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.099385 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.014977 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 38,999 | null | 123 | udp | null | 0.197158 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 33,424 | null | 123 | udp | null | 0.196138 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 60.250624 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 53,778 | null | 443 | tcp | null | 0.112656 | 53 | 0 | RSTR | null | null | 0 | DRr | 2 | 133 | 1 | 40 | Benign |
null | null | null | 5,267 | null | 53 | udp | dns | 0.011903 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.86964 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 39,049 | null | 80 | tcp | http | 300.122758 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 36,268 | null | 80 | tcp | null | 0.025762 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 63,908 | null | 53 | udp | dns | 0.00985 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 8,170 | null | 53 | udp | dns | 0.010236 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 49,912 | null | 80 | tcp | http | 0.252344 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 60,866 | null | 80 | tcp | http | 0.25822 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 31,775 | null | 53 | udp | dns | 0.009732 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 61,267 | null | 53 | udp | dns | 0.008784 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.015116 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 60,157 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 38,935 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 20.411436 | 525 | 0 | S0 | null | null | 0 | D | 7 | 721 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 20.411314 | 525 | 0 | S0 | null | null | 0 | D | 7 | 721 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 20.411316 | 525 | 0 | S0 | null | null | 0 | D | 7 | 861 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.445027 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 41,249 | null | 443 | tcp | ssl | 8.867666 | 3,733 | 4,865 | S3 | null | null | 0 | ShADadf | 17 | 4,445 | 15 | 5,852 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.00229 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 50,136 | null | 443 | tcp | null | 0.124 | 241 | 92 | OTH | null | null | 0 | DdA | 2 | 321 | 1 | 132 | Benign |
null | null | null | 36,269 | null | 80 | tcp | null | 0.02152 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 39,042 | null | 80 | tcp | http | 300.180598 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 57,907 | null | 53 | udp | dns | 0.010655 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 39,730 | null | 53 | udp | dns | 0.014539 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 54,422 | null | 80 | tcp | http | 0.400503 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 8,929 | null | 53 | udp | dns | 0.009818 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.030141 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 33,512 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 33,692 | null | 123 | udp | null | 0.190836 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.020596 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 0.101388 | 412 | 0 | S0 | null | null | 0 | D | 2 | 468 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.071772 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.00513 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.005141 | 1,247 | 0 | S0 | null | null | 0 | D | 6 | 1,415 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.005132 | 1,247 | 0 | S0 | null | null | 0 | D | 6 | 1,535 | 0 | 0 | Benign |
null | null | null | 58,211 | null | 80 | tcp | http | 300.130745 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 38,818 | null | 80 | tcp | null | 0.031193 | 0 | 0 | SF | null | null | 0 | ShAFaf | 4 | 216 | 3 | 164 | Benign |
null | null | null | 62,412 | null | 53 | udp | dns | 0.009826 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 12,891 | null | 53 | udp | dns | 0.010797 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 42,789 | null | 53 | udp | dns | 0.009802 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 10,849 | null | 53 | udp | dns | 0.009878 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 56,482 | null | 80 | tcp | http | 0.228612 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 41,400 | null | 80 | tcp | http | 0.239698 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 1,912 | null | 53 | udp | dns | 0.010202 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.296303 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.020837 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 59,809 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 46,058 | 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 | 59.215546 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.045048 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 41,249 | null | 443 | tcp | null | 0.109003 | 53 | 0 | RSTR | null | null | 0 | DRr | 2 | 133 | 1 | 40 | Benign |
null | null | null | 20,003 | null | 53 | udp | dns | 0.051921 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 50,110 | null | 80 | tcp | null | 0.026623 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 37,004 | null | 80 | tcp | http | 300.150976 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 37,633 | null | 53 | udp | dns | 0.010418 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 53,928 | null | 53 | udp | dns | 0.010755 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 46,998 | null | 80 | tcp | http | 0.238365 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 59,094 | null | 80 | tcp | http | 0.242081 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 35,445 | null | 53 | udp | dns | 0.010375 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 28,266 | null | 53 | udp | dns | 0.00952 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.022665 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 46,364 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 34,692 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 48,327 | null | 443 | tcp | ssl | 68.419095 | 4,373 | 4,865 | RSTR | null | null | 0 | ShADadfr | 18 | 5,125 | 18 | 5,972 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.605267 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.359014 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 40,707 | null | 53 | udp | dns | 0.010117 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 32,925 | null | 80 | tcp | http | 305.156469 | 146 | 775 | SF | null | null | 0 | ShADadfF | 11 | 606 | 5 | 987 | Benign |
null | null | null | 38,820 | null | 80 | tcp | null | 0.038644 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 51,732 | null | 53 | udp | dns | 0.038227 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 50,957 | null | 53 | udp | dns | 0.01055 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 32,925 | null | 80 | tcp | null | null | null | null | SH | null | null | 0 | F | 1 | 40 | 0 | 0 | Benign |
null | null | null | 59,497 | null | 80 | tcp | http | 0.22972 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 58,012 | null | 80 | tcp | http | 0.245494 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 44,853 | null | 53 | udp | dns | 0.011085 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 27,036 | null | 53 | udp | dns | 0.010471 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.015446 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 52,064 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 58,681 | 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 | 58.959937 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 57,315 | null | 53 | udp | dns | 0.010341 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 57.525134 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.005739 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.005713 | 804 | 0 | S0 | null | null | 0 | D | 4 | 996 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.005734 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 38,308 | null | 80 | tcp | http | 300.181727 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 36,273 | null | 80 | tcp | null | 0.025358 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 9,240 | null | 53 | udp | dns | 0.01118 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 25,525 | null | 53 | udp | dns | 0.011105 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 42,892 | null | 53 | udp | dns | 0.009119 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 6,708 | null | 53 | udp | dns | 0.001252 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 33,490 | null | 80 | tcp | http | 0.2275 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
Subsets and Splits