EE,1cSVM,isoForest: (time:sec)
For Test Set: err: 2149 right: 13853 rate 0.8657042869641295 Time: 36.188541412353516
For Test Set: err: 4626 right: 11376 rate 0.7109111361079865 Time: 62.57835841178894
For Test Set: err: 2581 right: 13421 rate 0.8387076615423072 Time: 428.6734094619751
use Python API to parse DNS.qname
dataSource Cisco maybe more in https://hackertarget.com/top-million-site-list-download/
DataMining?
from link
from DNS_iFor
- Total count of characters in FQDN
- Count of characters in sub-domain
- count of uppercase characters
- count of numerical characters
- Entropy
- number of labels
- maximum label length
- average label length
EE OCSVM IF