Fake registrations

I'm using Elgg v. 2.3.14 and have the spam filter plugin enabled, yet I'm still getting a bunch of fake registrations.  I should say fake attempts because I also have the email verification plugin enabled and so I see a ton of unverified users on my admin page that I end up deleting. Any idea how I can add stronger security in order to stop the attempts?