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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 | 3 | null | 1 | icmp | null | 0.000013 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000014 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000233 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.505971 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000016 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000235 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000252 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000007 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000232 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000239 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000241 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000239 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000225 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 1 | icmp | null | 0.000005 | 88 | 0 | OTH | null | null | 0 | null | 2 | 144 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.5417 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000014 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.00024 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000223 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000233 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000235 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.00024 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000011 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000236 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000234 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.431775 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,734 | null | 666 | tcp | null | 0.07998 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.00019 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.25163 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000021 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.275353 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.489746 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000237 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000016 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 10 | icmp | null | 0.000015 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.398546 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000193 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.002741 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.02775 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000236 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000013 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.005741 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.001994 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 3 | null | 10 | icmp | null | 0.000016 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.002744 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.594427 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,736 | null | 666 | tcp | null | 3.178438 | 0 | 0 | REJ | null | null | 0 | Sr | 6 | 360 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000236 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000235 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000017 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000239 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000237 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000243 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000238 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.36582 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000005 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000011 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000011 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 1 | icmp | null | 0.000015 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.452 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.486965 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 41,356 | null | 80 | tcp | null | 3.099995 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.565197 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000018 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 1.353257 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,740 | null | 666 | tcp | null | 3.131202 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000238 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000242 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.004742 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000238 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.867528 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,740 | null | 666 | tcp | null | 0.000014 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.361065 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.467756 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.109915 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000014 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.494483 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000018 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.147182 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,740 | null | 666 | tcp | null | 0.085214 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000239 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.396534 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.287592 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 58,930 | null | 80 | tcp | null | 3.107 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000017 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 11 | null | 0 | icmp | null | 0.000016 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.363572 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.00001 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.652114 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.507228 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.312826 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,744 | null | 666 | tcp | null | 3.113238 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.00001 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.401555 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.408788 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.366066 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000241 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000244 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |