http://arxiv.org/abs/1805.04810
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine Learning. (arXiv:1805.04810v1 [cs.CR])
Our work is the first one that shows evasion attacks can be used as defensive techniques for privacy protection.