Private Computation

Compute sensitive data securely with Full Homomorphic Encryption (FHE).

In the Ubiquitous Trust Network (UTN), privacy is built-in, not added on. Through native integration of Full Homomorphic Encryption (FHE), Akashic enables a new generation of Web3 services where data remains encrypted throughout the entire computation process unlocking use cases in DeFi, healthcare, AI, identity, and beyond.

What Is FHE?

FHE is a cryptographic breakthrough that allows computations to be performed directly on encrypted data, without ever needing to decrypt it. The result remains encrypted and can only be decrypted by the intended recipient.

In UTN, this means agents, validators, or smart contracts can process logic without ever seeing the underlying data.

Why It Matters in Web3

• User privacy is preserved by default

• Validators and agents cannot exploit sensitive data

• Compliance becomes easier (GDPR, HIPAA, financial regulations)

• Enables new trust models between users and services

How It Works in UTN

• Data stays encrypted at all times (storage, transit, processing)

• Agents and services operate on ciphertext using FHE algorithms

• Final results are returned encrypted only the user can decrypt

• Integrated into Akashic’s native runtime and available to UTN agents, dApps, and external systems