US Census/American Community Survey. Privacy issues?

I have been selected to fill out a 28 page survey. It asks very detailed info such as children’s names (why?), dates of birth (inc. month and day), income, etc.
I am not keen to participate, however it says that it is “required by law”. Is this legit? Has anyone else ever received this survey? Your thoughts?