Nillion provides a decentralized computing network that utilizes cryptographic techniques to securely process and store sensitive data, enabling the development of privacy-enhancing applications across various industries. By distributing trust and employing Information-Theoretic Security, Nillion addresses the risks associated with centralized data control, facilitating secure AI training and confidential data management.
Funding
$49.3M raised to dateRaised to date based on public sources. This may differ from the amount the company actually raised and is based only on what is publicly available on the internet.
+8Founders
Product
Problem
Current centralized systems for data processing and storage present risks to data privacy, security, and user control, particularly in emerging ecosystems like personalized AI and decentralized finance. Entrusting sensitive data to a single entity creates vulnerabilities to breaches, misuse, and loss of user autonomy.
Solution
Nillion provides a decentralized computing network designed to securely process and store sensitive data using cryptographic techniques, enabling privacy-enhancing applications across various industries. The network decentralizes trust, mitigating the risks associated with centralized data control by distributing data processing across multiple nodes. Nillion employs Information-Theoretic Security to ensure the highest standard of cryptographic security. This approach facilitates secure AI training, confidential data management, and private smart contract execution. The Nillion network interfaces with external systems and blockchains to expand access to its compute and storage capabilities.
Target Audience
Nillion targets developers and enterprises in sectors such as AI, DePIN, and decentralized finance who require secure and private data processing and storage solutions.
Features
- Decentralized processing layer utilizing a Node Deployment Kit (NDK) to form compute clusters.
- Coordination layer featuring a blockchain execution environment for payments, requests, and network resource management.
- Connectivity layer for interfacing with external systems and blockchains.
- Cryptographic preprocessor for generating correlated randomness (blinding factors) to secure data.
- Secure Resource Vault within each node for storing shares of the blinding factor.
- Public Particle Database for storing and processing data masked with preprocessed blinding factors, ensuring Information-Theoretic Security (ITS).
- Program Library providing access to user-generated programs for execution on particalized data.
- Authentication and Access Control Service for managing network authentication and data access.