it is easy to find a stick to beat a dog

saying1

1. •
   (no longer used, rare) If a person is determined to punish or blame someone, they will find a way or a reason to do so.

   • The ancient Prouerbe will be well effected, A Staffe is quickly found to beat a Dogge. — 1591