Yep.

When you set up your ssh stuff using ssh-keygen, you set a password which is stored in authorized_keys. Simply re-run /usr/bin/ssh-keygen, and hit enter twice when prompted for the password.

job done.

Azatoth a.k.a Captain Whiplash