There is not a nice way to do that as far as I know, you have to write a custom filter
before_update :prevent_attributes_update
def prevent_attribute_updates
%w(attr1, attr2).each do |a|
send("#{attr1}=", send("#{attr1}_was")) unless self.send("#{attr1}_was").blank?
end
end