Babies don't "inherit" immunity in the sense that it's passed down genetically. During the last three months of pregnancy, antibodies from the mother are passed to the unborn child through the placenta. The antibodies are what give them immunity. Also, after birth, breast feeding will similarly pass on antibodies from the mother to the child.