You are free to use your own payment method as long as the Organizer is not using Purchase Sharing. Once they turn off Purchase Sharing, each family member can use their own payment methods. Purchase Sharing allows all members to share any app that was purchased, but is billed to the Organizer. Without Purchasing Sharing each family member only has access to the apps that they purchase themselves.
If Privacy is your concern, you should not be using Purchase Sharing. If one person downloaded a book, then everyone else would know what that book is and also read it. Shut it off to maintain privacy for the content you purchase.