Try the Rabbit Transit. It will take you from Timonium, MD to York. Pretty cheap and has several trips a day. To get to Timonium, try the Light Rail, which is very cheap and picks up near UMBC.
Have you tried going through Philadelphia (or another city in Pennsylvania)? You might have more luck with that.