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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 | 17,832 | null | 37,215 | tcp | null | 0.000228 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.0002 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000205 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000221 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000205 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000221 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000195 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000229 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000226 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000234 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000229 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000231 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.00023 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.64864 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000228 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000186 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | 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 | 0.000232 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000222 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000233 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.00023 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000007 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 1.772719 | 0 | 0 | RSTO | null | null | 0 | ShR | 6 | 240 | 4 | 176 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000009 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000022 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 34,624 | null | 80 | tcp | null | 3.119479 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 41,722 | null | 666 | tcp | null | 0.088212 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000228 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 34,626 | null | 80 | tcp | null | 3.150713 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000229 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.02723 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000013 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | 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 | 0.000227 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.002247 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.543189 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000229 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000019 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.005247 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.715334 | 0 | 0 | RSTO | null | null | 0 | ShR | 4 | 160 | 2 | 88 | Benign |
null | null | null | 36,334 | null | 80 | tcp | null | 3.114233 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000015 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000202 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000234 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000232 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.00001 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.644137 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,344 | null | 52,869 | 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 | 0.000232 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000007 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000188 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000221 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.001749 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 123 | null | 123 | udp | null | 0.00274 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000225 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000009 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | 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 | 0.000217 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.316063 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000011 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000237 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000195 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000013 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000242 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.329069 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000225 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000004 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | 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 | 0.00023 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,732 | null | 666 | tcp | null | 3.109224 | 0 | 0 | S0 | null | null | 0 | S | 6 | 360 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000012 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | 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 | 0.000235 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000013 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000218 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | 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 | 0.000007 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.000007 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.00001 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 41,732 | null | 666 | tcp | null | 0.000014 | 0 | 0 | S0 | null | null | 0 | S | 2 | 120 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | 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 | 0.000237 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.000242 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | 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 | 0.000243 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 3 | null | 0 | icmp | null | 0.000015 | 80 | 0 | OTH | null | null | 0 | null | 2 | 136 | 0 | 0 | Benign |
null | null | null | 17,576 | null | 8,081 | 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 | 0.000009 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,832 | null | 37,215 | tcp | null | 0.000016 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,088 | null | 80 | tcp | null | 0.000009 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 18,344 | null | 52,869 | tcp | null | 0.257104 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Malicious |
null | null | null | 41,732 | null | 666 | tcp | null | 0.086442 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 120 | 2 | 80 | Malicious |
null | null | null | 123 | null | 123 | udp | null | 0.397287 | 96 | 96 | SF | null | null | 0 | Dd | 2 | 152 | 2 | 152 | Benign |
null | null | null | 18,088 | null | 8,080 | tcp | null | 0.000008 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |
null | null | null | 17,576 | null | 8,081 | tcp | null | 0.781815 | 0 | 0 | REJ | null | null | 0 | Sr | 2 | 80 | 2 | 80 | Benign |
null | null | null | 18,088 | null | 80 | tcp | null | 0.00001 | 0 | 0 | S0 | null | null | 0 | S | 2 | 80 | 0 | 0 | Malicious |