Friends who often watch TV dramas know

In many TV drama plots, we often see sinister villains resorting to unscrupulous means to steal others' privacy for personal gain—from infiltrating hospitals to steal medical records to illegally obtaining financial records, these dramatized techniques reflect the security risks in the real world.

In today's world where blockchain technology is highly developed, personal privacy protection has become a core issue in the digital age. The breakthrough progress of Fully Homomorphic Encryption (FHE) technology provides a revolutionary solution to this problem.

The security revolution of FHE technology


The Fully Homomorphic Encryption (FHE) technology adopted by Mind Network allows calculations to be performed directly on encrypted data, with calculation results always remaining encrypted and without the need for decryption, fundamentally ensuring data privacy and security. Compared to traditional encryption technologies, its breakthroughs are reflected in three dimensions:


> Computational paradigm innovation: Supports complex calculations to be completed in an encrypted state, with output results always remaining encrypted, completely eliminating the leak risk of traditional technology's decryption step

> Multi-party collaboration optimization: In scenarios such as medical data sharing, different institutions can perform joint calculations directly using encrypted data, avoiding the exposure of sensitive information

> Security performance upgrade: An end-to-end encrypted channel built through the HTTPZ protocol increases the security level of network communication by two orders of magnitude

The security breakthrough of AI Agents


As a highly anticipated investment project by YziLabs, Mind Network has focused on solving key technical challenges in the field of artificial intelligence since its establishment in 2022. Its technological breakthroughs are mainly reflected in:

> Data processing innovation: The decryption step that traditional AI Agents have to perform when handling sensitive data has now been transformed into a fully encrypted operation through FHE technology

> Cross-chain collaboration breakthrough: The FHE oracle developed in collaboration with Chainlink achieves zero-decryption verification for cross-chain data transmission, reducing cross-chain latency by 40%

> Hardware acceleration solution: By integrating with Phala Network's TEE technology, the efficiency of FHE calculations is increased by 300%, reaching commercial-grade processing speed

Unlike the closed ecosystems of traditional tech companies, Mind Network has built an open technology community through an on-chain incentive system.

Strategic layout for ecological implementation

In April 2024, io net introduced Mind Network's FHE solution, significantly enhancing the security of its distributed computing platform. Subsequently, the strategic alliance with Chainlink further extended the advantages of FHE technology to cross-chain scenarios.

The FHE oracle developed in collaboration with Chainlink is not only a technological breakthrough but also creates a new type of market for data services: companies can purchase encrypted data computation services without obtaining the original data, while data owners receive continuous income through micropayments.

At the beginning of 2025, through cooperation with Phala Network, Mind Network successfully combined TEE (Trusted Execution Environment) with FHE technology to create a new generation of zero-trust AI Agent solutions. These collaborations fully demonstrate the enormous potential of FHE technology in practical applications.

Technological evolution and industry outlook

Looking to the future, Mind Network is pioneering a new era of secure and trustworthy AI. By deeply integrating FHE technology with AI, Mind Network not only addresses the security challenges faced by current AI Agents but also sets new security standards for the entire industry. With the continuous improvement of the ecosystem and the ongoing expansion of application scenarios, Mind Network is expected to become a key force in promoting the healthy development of AI technology, allowing AI to fully unleash its innovative potential while protecting privacy.

This technological breakthrough originating from the holy grail of cryptography is reshaping the security boundaries of the digital world. As the information theft plots we see in films gradually become history, perhaps the encrypted world built by FHE technology will ultimately become the new cornerstone of digital civilization. #MindNetwork全同态加密FHE重塑AI未来