Crypto Assets Market Dynamics and Homomorphic Encryption Technology Development Prospects

The crypto assets market has shown volatility recently. Data shows that the discussion heat for Bitcoin slightly decreased last week, but the price saw a slight increase. The discussion around Ethereum has increased, but the price has fallen. TON has experienced a decline in both discussion and price.

Homomorphic Encryption ( FHE ), as a cutting-edge technology in the field of cryptography, is receiving increasing attention. It allows computation on encrypted data without the need for decryption, providing strong support for privacy protection and data processing. FHE has broad application prospects in multiple fields such as finance, healthcare, and cloud computing, especially notable for its advantages in protecting sensitive data.

However, the commercialization of FHE still faces challenges. Major issues include high computational overhead, limited operational capabilities, and complex multi-user support. Nevertheless, the application of FHE in AI and the blockchain field is continuously expanding. Multiple projects are exploring the combination of FHE with AI to achieve data analysis and machine learning under privacy protection.

In the blockchain field, FHE is mainly used to protect on-chain privacy, AI training data privacy, voting privacy, and more. Some projects are developing solutions based on FHE, such as building privacy-preserving smart contract platforms, decentralized AI environments, etc.

Although FHE still has limitations in practical applications, these issues are expected to be gradually resolved with technological advancements. In the future, FHE is likely to become one of the core technologies supporting privacy-preserving computation, bringing new breakthroughs in data security.