I suggest checking http://www.Craigslist.org, the Pennysaver, or the local newspaper and churches. I think those are the most efficient ways to find room rentals.
If I can be of further assistance, please don't hesitate to contact me!
Coldwell Banker Residential Brokerage
(410) 224-2200 (office)