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 | 18,088 | null | 80 | tcp | null | 0.273344 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.229625 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,762 | null | 666 | tcp | null | 3.099231 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.161657 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.015994 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 47,444 | null | 8,081 | tcp | null | 3.094986 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,762 | null | 666 | tcp | null | 0.086946 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.102682 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 47,034 | null | 80 | tcp | null | 3.08624 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.083196 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.409506 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.432991 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 3 | null | 13 | icmp | null | 0.00001 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.174155 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000017 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.434766 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,768 | null | 666 | tcp | null | 3.111726 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 3 | null | 13 | icmp | null | 0.000006 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.074968 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.226368 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.089452 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,768 | null | 666 | tcp | null | 0.000006 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.468989 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.321561 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000012 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000007 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.241623 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.29883 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,768 | null | 666 | tcp | null | 0.000005 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.299593 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.247602 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.560194 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.309816 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.173407 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.077208 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.139924 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.00024 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000268 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,768 | null | 666 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 11 | null | 0 | icmp | null | 0.000005 | 136 | 0 | OTH | null | null | 0 | null | 2 | 192 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.004496 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 1.573604 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.500974 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,770 | null | 666 | tcp | null | 3.09898 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.084204 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000219 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.088431 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.090197 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.509715 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.00525 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,770 | null | 666 | tcp | null | 0.000006 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.579427 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000216 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.378769 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000006 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000206 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000225 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000222 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.473737 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.168916 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.499467 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000221 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.305076 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000035 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,770 | null | 666 | tcp | null | 0.103441 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.288092 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000251 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 54,652 | null | 80 | tcp | null | 3.106231 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 11 | null | 0 | icmp | null | 0.00001 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.285841 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.266105 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.497967 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.447997 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.308829 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.33632 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.326319 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000009 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 41,774 | null | 666 | tcp | null | 3.138217 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.335554 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 36,544 | null | 80 | tcp | null | 3.113727 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 3 | null | 1 | 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 | 0.593916 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,774 | null | 666 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.001001 | 0 | 0 | S0 | null | null | 0 | S | 4 | 160 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.286344 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.284322 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,774 | null | 666 | tcp | null | 0.092695 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 3 | null | 13 | icmp | null | 0.000004 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000013 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 1.083913 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.583929 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.006493 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.22584 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.34779 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 63,751 | null | 22 | tcp | null | 1.612569 | 168 | 444 | SF | null | null | 0 | DdAFaf | 20 | 1,376 | 12 | 1,512 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.161185 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000213 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,778 | null | 666 | tcp | null | 1.114366 | 0 | 0 | REJ | null | null | 0 | Sr | 4 | 240 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.162665 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.420035 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |