Question: are the white walkers targaryens?
Answer: Where fire dragons were created in Valyria, and semi-tamed by the native peoples there (of which House Targaryen are the last living souls), ice dragons are ridden by ridden by those who have the characteristics of the white walkers. ... But the Targaryens are different. They weren't there.