Actually, I switched from Deep Blu to 2012 and every problem is solved
I found out that if the theme is too old, it won’t work with WordPress 3.7
I think I cleaned it now. Am I right?
I am not sure this is really my problem. The site does not redirect to anything different and is not blacklisted. Only, it receives a lot of spam in the comments
