There's no way you can keep your genome private in the long term. Even today anyone can get DNA samples from you without your knowledge or consent, but in the near future it will be trivial to collect and sequence anyone's DNA using an iPhone.
Besides, the same knowledge that makes attacks possible also makes defense possible.