It is announced that the Joomla 1.5.13 can be upgraded through Dreamhost one-click upgrade.
For security purpose, I upgrade my installation of Joomla 10 minutes ago.
This release contains 26 bug fixes, two moderate-level security fixes and one low-level security fix.