You shouldn't publicly post your EIN on your web page. It is similar to a business SSN, while it is not truly private, there is more you can lose by having it publicly display then just redacting it all-together.
There is also a ton of value. It makes people who donate more confident that their donations made through corporate gift matching or donor advised funds are going to the right place.