The document discusses the proposal of a forward secure identity-based ring signature (ID-based RS) system for cost-effective and anonymous data sharing, addressing challenges such as data integrity, privacy, and efficiency. This scheme enhances security by ensuring that previously generated signatures remain valid even if a user's secret key is compromised, crucial for large-scale data sharing environments like smart grids. The solution eliminates costly certificate verification processes, making it scalable and suitable for big data applications, and provides concrete designs and implementations to demonstrate its practicality.