By default, sudo logs through syslog.
However, to specify a custom log file, use the logfile parameter like so:
Defaults logfile="/var/log/sudo.log"
To log hostname and the four-digit year in the custom log file, use log_host and log_year parameters respectively as follows:
Defaults log_host, log_year, logfile="/var/log/sudo.log"
TODO.