Welcome to the resource topic for 2024/1917
Title:
Decentralized FHE Computer
Authors: Gurgen Arakelov, Sergey Gomenyuk, Hovsep Papoyan
Abstract:The concept of a decentralized computer is a powerful and transformative idea that has proven its significance in enabling trustless, distributed computations. However, its application has been severely constrained by an inability to handle private data due to the inherent transparency of blockchain systems. This limitation restricts the scope of use cases, particularly in domains where confidentiality is critical.
In this work, we introduce a model for a Fully Homomorphic Encryption (FHE) decentralized computer. Our approach leverages recent advancements in FHE technology to enable secure computations on encrypted data while preserving privacy. By integrating this model into the decentralized ecosystem, we address the long-standing challenge of privacy in public blockchain environments. The proposed FHE computer supports a wide range of use cases, is scalable, and offers a robust framework for incentivizing developer contributions.
ePrint: https://eprint.iacr.org/2024/1917
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