The Lagrange project focuses on data privacy protection while enabling decentralized computing. With the widespread promotion of blockchain applications, how to perform efficient computation while ensuring data privacy has become an important issue. Lagrange provides strong privacy protection during the decentralized computing process through its zero-knowledge proof technology, ensuring that users' data remains private throughout the computation.
In traditional blockchain applications, users' data is often made public or stored on-chain. While this guarantees data transparency, it also exposes users' privacy. Lagrange mitigates the risk of exposing sensitive user data on-chain by shifting computational tasks off-chain and ensuring the validity of computation results through zero-knowledge proofs. Zero-knowledge proofs allow for the verification of data correctness without disclosing specific data, providing a solution that combines privacy protection and transparency for blockchain applications.
Lagrange's decentralized computing network executes computational tasks through distributed nodes, with each node processing only a portion of the data, ensuring that data during the computation process is not concentrated or leaked. This approach not only enhances the security of data processing but also reduces potential security vulnerabilities associated with centralized data storage. By combining decentralized computing and zero-knowledge proofs, Lagrange offers efficient, secure, and privacy-compliant computing solutions for decentralized applications.
