This document proposes a novel framework for securely sharing personal health records (PHRs) in cloud computing through attribute-based encryption to address privacy concerns. It focuses on a multi-owner scenario and devises a system that facilitates reduced key management complexity, while ensuring fine-grained access control and features like dynamic policy modification and user revocation. Experimental results demonstrate the security, scalability, and efficiency of this approach.