On mine, there's a little plastic doohickey (that's a nautical technical term) over the shaft at the base of the wiper blade that flips up. Under that is an allen set screw. Loosen that and you should be able to pry the wiper blade assembly straight up - unless, of course as profisher said it isn't too badly corroded.