Since YouTube forced users to adopt a Google+ account and use a real name for their profile to comment on YouTube, spam has actually increased.
YouTube’s previous commenting system automatically blocked hyper-text links. Given the nature of many sites promoted by spammers, the links likely connect to destination sites packed with malware.