Mail delivery failure??

[Melie]

I have been receiving dozens of "mail delivery failure" messages in my inbox. The messages seem to indicate that I have tried to send emails to people that I don't even know. Is some entity using my email account for their own purposes?
Is there a way to get rid of these messages?

Thanks,
Mark