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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 | 11,690 | null | 53 | udp | dns | 0.014735 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 58,739 | null | 80 | tcp | http | 0.297208 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 41,346 | null | 80 | tcp | http | 0.267357 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 46,747 | null | 53 | udp | dns | 0.012469 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 17,528 | null | 53 | udp | dns | 0.012544 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.019863 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 48,064 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 49,898 | 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 | 58.640176 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.133941 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 55,193 | null | 443 | tcp | null | 0.108866 | 53 | 0 | RSTR | null | null | 0 | DRr | 2 | 133 | 1 | 40 | Benign |
null | null | null | 38,849 | null | 53 | udp | dns | 0.013915 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 41,097 | null | 443 | tcp | ssl | 47.769808 | 5,247 | 4,865 | RSTR | null | null | 0 | ShADadfr | 18 | 6,011 | 19 | 6,081 | Benign |
null | null | null | 38,803 | null | 80 | tcp | null | 0.026819 | 0 | 0 | SF | null | null | 0 | ShAFfa | 5 | 268 | 4 | 228 | Benign |
null | null | null | 42,197 | null | 80 | tcp | http | 300.087594 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 1,657 | null | 53 | udp | dns | 0.012423 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 18,170 | null | 53 | udp | dns | 0.016974 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 57,967 | null | 80 | tcp | http | 0.386166 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 39,272 | null | 80 | tcp | http | 0.364104 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.435321 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 1,940 | null | 53 | udp | dns | 0.015384 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.011259 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 48,433 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 54,659 | 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 | 59.527556 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 51,467 | null | 53 | udp | dns | 0.01168 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 57,545 | null | 443 | tcp | ssl | 66.557389 | 4,261 | 4,865 | RSTR | null | null | 0 | ShADadfr | 17 | 4,961 | 17 | 5,553 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.941493 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 54,924 | null | 80 | tcp | http | 300.140121 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 38,522 | null | 80 | tcp | null | 0.037164 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 55,734 | null | 53 | udp | dns | 0.016347 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 7,613 | null | 53 | udp | dns | 0.02467 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 51,169 | null | 80 | tcp | http | 0.236911 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 45,108 | null | 80 | tcp | http | 0.239707 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 33,324 | null | 53 | udp | dns | 0.012039 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 55,914 | null | 53 | udp | dns | 0.003952 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.038358 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 37,520 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 43,538 | 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 | 60.648468 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.013786 | 1,087 | 0 | S0 | null | null | 0 | D | 6 | 1,255 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.013791 | 1,216 | 0 | S0 | null | null | 0 | D | 6 | 1,384 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.013681 | 1,087 | 0 | S0 | null | null | 0 | D | 6 | 1,375 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 57.944399 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 54,164 | null | 80 | tcp | http | 300.134993 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 9 | 684 | 7 | 1,486 | Benign |
null | null | null | 38,523 | null | 80 | tcp | null | 0.026637 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 25,556 | null | 53 | udp | dns | 0.01062 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 54,147 | null | 53 | udp | dns | 0.012549 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 26,515 | null | 53 | udp | dns | 0.010265 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 4,741 | null | 53 | udp | dns | 0.005728 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 47,785 | null | 80 | tcp | http | 0.259778 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 53,347 | null | 53 | udp | dns | 0.012262 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.480505 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.014866 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 50,519 | null | 123 | udp | null | 0.185756 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 46,542 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 50,136 | null | 443 | tcp | null | 0.135293 | 241 | 92 | OTH | null | null | 0 | DdA | 2 | 321 | 1 | 132 | Benign |
null | null | null | 46,558 | null | 53 | udp | dns | 0.009883 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.842557 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 34,712 | null | 80 | tcp | http | 300.125669 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 36,258 | null | 80 | tcp | null | 0.039 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.72503 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 63,650 | null | 53 | udp | dns | 0.014181 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 51,956 | null | 53 | udp | dns | 0.015639 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 58,175 | null | 80 | tcp | http | 0.233887 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 4,521 | null | 53 | udp | dns | 0.012176 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.031575 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 41,090 | null | 123 | udp | null | null | null | null | S0 | null | null | 0 | D | 1 | 76 | 0 | 0 | Benign |
null | null | null | 48,342 | null | 123 | udp | null | 0.190132 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 34,420 | null | 443 | tcp | ssl | 8.672614 | 3,733 | 4,865 | S3 | null | null | 0 | ShADadf | 18 | 4,497 | 16 | 5,961 | Benign |
null | null | null | 57,953 | null | 443 | tcp | null | 0.365445 | 383 | 174 | SF | null | null | 0 | DdAtfFa | 7 | 675 | 5 | 374 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.755464 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 34,420 | null | 443 | tcp | null | 0.11665 | 53 | 0 | RSTR | null | null | 0 | DRr | 2 | 133 | 1 | 40 | Benign |
null | null | null | 51,939 | null | 53 | udp | dns | 0.0124 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 60.336176 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 60,193 | null | 80 | tcp | http | 300.132762 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 38,525 | null | 80 | tcp | null | 0.025629 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 35,144 | null | 53 | udp | dns | 0.013466 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 1,788 | null | 53 | udp | dns | 0.032341 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 8 | null | 0 | icmp | null | 0.025885 | 560 | 560 | OTH | null | null | 0 | null | 10 | 840 | 10 | 840 | Benign |
null | null | null | 57,853 | null | 123 | udp | null | 0.181651 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 40,912 | null | 123 | udp | null | 0.180162 | 48 | 48 | SF | null | null | 0 | Dd | 1 | 76 | 1 | 76 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 59.663556 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 45,941 | null | 443 | tcp | ssl | 299.947499 | 4,618 | 4,865 | SF | null | null | 0 | ShADadfFr | 21 | 5,502 | 20 | 6,121 | Benign |
null | null | null | 39,847 | null | 53 | udp | dns | 0.033153 | 46 | 62 | SF | null | null | 0 | Dd | 1 | 74 | 1 | 90 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.00806 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.008045 | 804 | 0 | S0 | null | null | 0 | D | 4 | 916 | 0 | 0 | Benign |
null | null | null | 5,353 | null | 5,353 | udp | dns | 7.008036 | 804 | 0 | S0 | null | null | 0 | D | 4 | 996 | 0 | 0 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.226316 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
null | null | null | 56,146 | null | 80 | tcp | http | 300.176227 | 292 | 775 | SF | null | null | 0 | ShADadfFr | 8 | 632 | 6 | 1,027 | Benign |
null | null | null | 38,808 | null | 80 | tcp | null | 0.070161 | 0 | 0 | SF | null | null | 0 | ShAFf | 4 | 216 | 2 | 112 | Benign |
null | null | null | 25,651 | null | 53 | udp | dns | 0.010039 | 47 | 111 | SF | null | null | 0 | Dd | 1 | 75 | 1 | 139 | Benign |
null | null | null | 30,900 | null | 53 | udp | dns | 0.014084 | 43 | 111 | SF | null | null | 0 | Dd | 1 | 71 | 1 | 139 | Benign |
null | null | null | 26,301 | null | 53 | udp | dns | 0.017321 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 17,470 | null | 53 | udp | dns | 0.013375 | 36 | 68 | SF | null | null | 0 | Dd | 1 | 64 | 1 | 96 | Benign |
null | null | null | 49,464 | null | 80 | tcp | http | 0.24073 | 157 | 371 | SF | null | null | 0 | ShADafF | 4 | 337 | 4 | 539 | Benign |
null | null | null | 37,805 | null | 80 | tcp | http | 0.253539 | 135 | 238 | SF | null | null | 0 | ShADafF | 4 | 315 | 4 | 406 | Benign |
null | null | null | 50,485 | null | 53 | udp | dns | 0.011296 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 53,412 | null | 53 | udp | dns | 0.011359 | 40 | 56 | SF | null | null | 0 | Dd | 1 | 68 | 1 | 84 | Benign |
null | null | null | 68 | null | 67 | udp | dhcp | 58.819587 | 3,000 | 0 | S0 | null | null | 0 | D | 10 | 3,280 | 0 | 0 | Benign |
Subsets and Splits