cve2rdf
Convert CVE documents to RDF documents
You will need the saxon XSLT processor and rapper from the Redland librdf package.
SAXON XSLTproc
Redland RDF
Status
Some work has been done, but it's not close to finished yet. Also, be aware that it's unlikely ever to capture all the information in the CVE files.