The document proposes a system for cost-effective, anonymous, and authentic data sharing with forward security. It aims to address issues like efficiency, data integrity, and privacy in large-scale data sharing systems. The system uses identity-based ring signatures to allow anonymous authentication of data by owners. It further enhances security by providing forward security, meaning previously generated signatures remain valid even if a secret key is compromised in the future. The authors provide a concrete scheme, prove its security, and implement it to demonstrate practicality.