In fact, everyone is discussing the AI track, but in the industry, most are talking about token issuance and speculation; how many people truly take the time to think about why AI is a hot topic? What can AI actually do? Are the use cases of AI in blockchain truly meaningful?

Today, we introduce fully homomorphic encryption — FHE (Mind Network)

Mind Network is a Web3 infrastructure project based on fully homomorphic encryption (FHE), focusing on providing end-to-end data privacy protection and secure computing solutions for AI, blockchain, and decentralized applications.

In simple terms, it is the infrastructure for AI, primarily focused on encryption and security.

What can fully homomorphic encryption AI actually do?

1/ Protecting Transaction Privacy
Transactions are completed on-chain, but others cannot see your specific transaction details. This not only protects your privacy but also prevents security incidents and attacks, providing a layer of protection for the current on-chain environment.

2/ Secure AI Training
FHE's encryption technology can be used to train AI models, achieving personal training objectives while maintaining training logic privacy.

3/ In Medical Collaboration
Imagine if medical collaboration becomes private and secure, hospitals can share case data with each other while effectively protecting patient privacy, greatly promoting information sharing and development in the healthcare industry.

4/ Privacy Lending Protocol
Without needing to disclose the information of lenders and borrowers, it can still match lending orders, allowing both parties to keep their lending information and address information private, better empowering the encryption industry.

5/ Prediction markets that do not need to be public
When privacy-preserving group voting is achievable, ensuring that data cannot be manipulated or swayed by group biases resolves issues in game theory and achieves true voting fairness.

So where is the advantage of FHE?

1/ Privacy and Security
FHE technology ensures data is encrypted throughout, addressing the core issues of Web2 and Web3. A zero-trust architecture ('never trust, always verify') enhances data security, suitable for strictly regulated scenarios.

2/ High Performance
With optimized storage call algorithms, Mind Network offers an experience that is 100 times faster than traditional data ledgers while being cheaper than cloud service providers. It ensures privacy protection without sacrificing user experience.

3/ Application Scenarios
Supports fields such as AI privacy computing, decentralized governance, secure cross-chain transmission, gaming, and DePin, covering multiple high-growth tracks in Web3.

Mind Network provides a secure and efficient privacy protection infrastructure for Web3 through fully homomorphic encryption technology, addressing industry pain points in data privacy and computational security. Its core advantages lie in quantum-resistant FHE technology, zero-trust architecture, high-performance computing, and diverse application scenarios.

#MindNetwork全同态加密FHE重塑AI未来