The Significance and Applications of FHE for AI - Protecting Data Privacy: In the healthcare field, patient gene data, medical records, etc., can be encrypted for analysis without disclosing privacy, aiding disease research and drug development. In DeFi, it can protect users' transaction records and asset information, preventing data leakage and fraud. In gaming, players' personal information, game progress, etc., can be encrypted while still supporting statistical analysis of game data. - Providing a Secure Computing Environment: FHE allows direct computation on encrypted data, providing a secure operating environment for AI agents, preventing data theft or tampering during computation. It can also enable identity verification of agents through homomorphic operations, ensuring that only legitimate agents can participate in system operations.
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