Definitely. I get scammers calling me from a caller id that claims to be my bank asking about suspicious charges, and they know my name and have my account info, but they ask for my full credit card number to "verify" it. Yet, they give different suspicious charges every time you ask.

The worst part is that when I call the bank to see if its legit, they are much less pleasant to deal with than the scammers...