A few possibilities, from the doxygen manual:
HIDE_UNDOC_MEMBERS
, HIDE_UNDOC_CLASSES
: Obviously works only if you only document the public members.
INTERNAL_DOCS
: Allows you to use the \internal markup to exclude comments from the "public" version of the documentation.
ENABLED_SECTIONS
: Are more general version of INTERNAL_DOCS