TechFlow reports that Mind Network, a fully homomorphic encryption (FHE) project, today announced an expanded collaboration with open-source cryptography company Zama to jointly launch a new Hybrid FHE (Hybrid Fully Homomorphic Encryption) AI network.
This partnership combines Zama's FHE AI solutions with Mind Network's FHE validation network, introducing a novel FHE AI paradigm where clients and decentralized GPU clusters collaborate. This approach enhances the security and privacy of decentralized AI while maintaining high performance for FHE-based AI computations. Mind Network will drive the application of AI algorithms on encrypted data, enabling encrypted computation across decentralized networks, supporting encrypted model training using encrypted data, and advancing trustless and compliant AI applications.
As one of the first projects to collaborate with Zama on AI, Mind Network will jointly promote the adoption of FHE in AI networks and decentralization, helping establish new standards for AI security.
Zama is an open-source cryptography company focused on developing privacy-preserving machine learning frameworks. It simplifies the use of FHE and supports automatic conversion of machine learning models into their FHE equivalents.
Mind Network is the first FHE restaking layer designed for AI and PoS networks, having already provided solutions for Web3 infrastructure including AI networks, DePIN, and storage.
