Search is not available for this dataset
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 | 18,344 | null | 52,869 | tcp | null | 0.900749 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.417276 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.001512 | 0 | 0 | S0 | null | null | 0 | S | 4 | 160 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.109188 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.116683 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.136677 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 1.115384 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.360039 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,780 | null | 666 | tcp | null | 3.110002 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.166405 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.246876 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000011 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.00001 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.282095 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000022 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000299 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 42,602 | null | 80 | tcp | null | 3.157966 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.49699 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 11 | null | 0 | icmp | null | 0.000011 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 41,780 | null | 666 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.410537 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000195 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 11 | null | 0 | icmp | null | 0.000008 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.340051 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 38,602 | null | 80 | tcp | null | 3.148732 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,780 | null | 666 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 3 | null | 1 | icmp | null | 0.000016 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000021 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.538709 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 3 | null | 3 | icmp | null | 0.000014 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.290356 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 3 | null | 13 | icmp | null | 0.000015 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.265616 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.130143 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 80 | Benign |
null | null | null | 41,780 | null | 666 | tcp | null | 0.000017 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 48,996 | null | 8,081 | tcp | null | 3.154228 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.316345 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.198882 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.463268 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 1.631321 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 41,788 | null | 666 | tcp | null | 3.159188 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000262 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,788 | 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 | 0.001988 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.028475 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.44624 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 50,158 | null | 80 | tcp | null | 3.104484 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.00774 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,788 | null | 666 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000224 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.350801 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.002983 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000024 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 13 | icmp | null | 0.000016 | 84 | 0 | OTH | null | null | 0 | null | 2 | 140 | 0 | 0 | Benign |
null | null | null | 41,788 | 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 | 0.271857 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.484467 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 53,568 | null | 80 | tcp | null | 3.137739 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.140435 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.382797 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.320314 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000247 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.10618 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.623178 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,794 | null | 666 | tcp | null | 3.128222 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.330824 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,794 | null | 666 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 3 | null | 13 | icmp | null | 0.000007 | 56 | 0 | OTH | null | null | 0 | null | 2 | 112 | 0 | 0 | Benign |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000019 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,794 | null | 666 | tcp | null | 0.241368 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.375053 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.458759 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.308103 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.27111 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.314069 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 41,796 | null | 666 | tcp | null | 0.120452 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.847542 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.00021 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.00399 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 3.568465 | 0 | 0 | RSTO | null | null | 0 | ShR | 8 | 320 | 6 | 264 | Benign |
null | null | null | 44,238 | null | 8,081 | tcp | null | 3.081995 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 44,240 | null | 8,081 | tcp | null | 3.110222 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,802 | null | 666 | tcp | null | 0.078954 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 44,244 | null | 8,081 | tcp | null | 3.087485 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.005992 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 8,081 | null | 17,576 | tcp | null | 0.000248 | 0 | 0 | REJ | null | null | 0 | Hr | 2 | 88 | 2 | 80 | Benign |
null | null | null | 44,246 | null | 8,081 | tcp | null | 3.121969 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.334307 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000241 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 8,081 | null | 17,576 | tcp | null | 0.000252 | 0 | 0 | REJ | null | null | 0 | Hr | 2 | 88 | 2 | 80 | Benign |
null | null | null | 44,248 | null | 8,081 | tcp | null | 3.110481 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.04547 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.163905 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000017 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,810 | null | 666 | tcp | null | 3.155206 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.459744 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,810 | null | 666 | tcp | null | 0.068465 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 11 | null | 0 | 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 | 0.292573 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |