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 | 41,744 | null | 666 | tcp | null | 0.000013 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000243 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 10 | icmp | null | 0.000013 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.39155 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.267613 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.31581 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.425754 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000009 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.338829 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,744 | null | 666 | tcp | null | 0.000005 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.05172 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 1 | icmp | null | 0.000004 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 3 | null | 10 | icmp | null | 0.000014 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | 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 | 0.459229 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000242 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.345801 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.313584 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.507467 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.252123 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.500219 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.004493 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.059715 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000013 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000012 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000241 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.005239 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.32657 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.093944 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 39,444 | null | 80 | tcp | null | 3.15045 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,748 | null | 666 | tcp | null | 3.082241 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.40328 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,748 | null | 666 | tcp | null | 0.000006 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.448001 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,748 | null | 666 | tcp | null | 0.084957 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000181 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.111948 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 1.299257 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.027736 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.370053 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 11 | null | 0 | icmp | null | 0.000007 | 136 | 0 | OTH | null | null | 0 | null | 2 | 192 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.082953 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.005751 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.334058 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.043223 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.431763 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.023737 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 3 | null | 1 | icmp | null | 0.000005 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 3 | null | 1 | icmp | null | 0.000006 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.481972 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000005 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 41,750 | null | 666 | tcp | null | 3.211164 | 0 | 0 | REJ | null | null | 0 | Sr | 6 | 360 | 2 | 80 | Malicious |
null | null | null | 3 | null | 10 | icmp | null | 0.000008 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.360794 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000245 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.376039 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.238369 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.291591 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.375787 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 10 | icmp | null | 0.000007 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000233 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.44474 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000241 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,752 | null | 666 | tcp | null | 3.101232 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000014 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.368532 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000008 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 44,720 | null | 80 | tcp | null | 3.113728 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.226128 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,752 | null | 666 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.327066 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 2.019854 | 0 | 0 | S0 | null | null | 0 | S | 4 | 160 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.076943 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.556437 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.284328 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 46,144 | null | 80 | tcp | null | 3.109975 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,752 | null | 666 | tcp | null | 0.103192 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000253 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.07792 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 32,844 | null | 80 | tcp | null | 3.093479 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 63,751 | null | 22 | tcp | null | 13.104976 | 1,008 | 2,496 | OTH | null | null | 0 | DdA | 136 | 9,088 | 80 | 9,152 | Benign |
null | null | null | 3 | null | 10 | icmp | null | 0.000005 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 3 | null | 10 | icmp | null | 0.000009 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000006 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.355294 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | 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 | 0.059218 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.035976 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.005501 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.027485 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.21413 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,760 | null | 666 | tcp | null | 0.074957 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.001996 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.002752 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.975934 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.475475 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 1.355001 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | 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 | 0.325074 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |