It is very easy for an attacker to send messages that "appear" to be from you by simply changing the From: header in their messages. When an attacker sends out spam using your From: address then you are being "Joe Jobbed."

Here is a wikipedia reference: Joe Job

One way to combat this kind of abuse is to implement SPF for your domain.