Does it know something we don't?

I recently installed anti-spam software on my PC at work, to deal with the voluminous amount of spam email that arrives in my Inbox. Now, when I receive a 'Professional Update' email from the Law Society the anti-spam software gives me a warning: "Possible fraud link detected!"

Why am I amused by this?