In this paper, we propose an attribute-based encryption(ABE) scheme that can be used in data sharing systems with multiple distrusted authorizes. Un- like prior multi-authority ABEs, this scheme can achieve secret key generation in a fully decentralized manner, which eliminates the security risk on