BTC Trading Corp is claiming DDOS and Mt Gox has in the past. Why don't I ever hear of other webites getting DDOS'd? How do other sites protect against it and why can't our Bitcoin sites do the same?
CloudFlare is the most well know, from what I've seen.
Their blog is good, if you're interested in this sort of thing.
http://blog.cloudflare.com/