Trying to use one of the following symbols in a mysql password using -p from the command line will throw you an error: * ? [ < > & ; ! | $ \ ( ) # ~ { } ] " '
The solution is to surround the whole -p parameter in quotes. IE:
mysqldump -uusername '-p*#&PassWord&#*' database > dump.sql