Removing your account completely from Twitter makes it immediately available for anyone else to take, and for larger accounts you can bet theres a whole host of automated monitoring going on, ready to nab it and use it for easy profit.
Keeping the account doesn't have to mean you're 'giving away' any info. Hell delete it and instantly recrate it if thats the worry.