Please read the link Rahul Sudip Bose quoted again, and you see Mike Simmons points out there is a serious mistake in the last post.
There is no difference, but the correct term is "modifier". Look through the
Java™ Language Specification and do ctrl-F "modifier" and you find about 8 hits; ctrl-F "specifier" finds nothing.