Overview

Privasea AI Network represents a pioneering advancement in privacy-preserving artificial intelligence by seamlessly combining Fully Homomorphic Encryption (FHE) with blockchain-based incentive mechanisms. This innovative architecture addresses escalating concerns surrounding data privacy and enables collaborative AI computations without compromising sensitive information. At its core, Privasea employs FHE technology to perform computations on encrypted data, eliminating the need to expose raw data at any stage of the machine learning workflow, thus ensuring complete data confidentiality. The computational infrastructure is powered by Privanetix, a decentralized network of high-performance machines embedded with HESea libraries, which allows scalable and efficient processing of encrypted AI tasks. Users can securely submit encrypted data, initiate machine learning processes, and receive confidential results through interactions with Privanetix nodes and Decryptors, with all transactions and service fees handled transparently via blockchain. Key application areas include privacy-centric data sharing in healthcare, secure interbank data collaboration, and encrypted biometric algorithm development. The Privasea ecosystem is further enhanced by projects such as DeepSea and AI Agent-driven social mining, alongside a hybrid Proof-of-Work and Proof-of-Stake reward system that incentivizes participation through USB hardware mining, staking, and community engagement, all while promoting human verification through the ImHuman app. This multi-layered approach makes Privasea a trailblazer in building a decentralized, privacy-first AI ecosystem.

Whitepaper & Documents