Stop Email Hi-Jacking Using DomainKeys

We've all seen it happen, someone hijacks your domain name to send mass amounts of spam emails so that it looks like its coming from you and your business. With many email servers, this results in your domain being blacklisted from delivering email to those email addresses. So what do you do?