How do I stop sharing iCloud Photos?

Recently, I decided to enable the optimize iPhone storage option in my photos to save storage. When I did this, several images from my family appeared in my camera roll that they did not send to me, and new ones are still being added. Is there anyway to delete all the unnecessary photos, and stop sharing them?