Linksight operates a platform that utilizes secure multiparty computation, secret sharing, and fully homomorphic encryption to enable privacy-preserving data collaborations among multiple parties. This technology allows organizations to perform joint analyses on combined datasets without exposing sensitive information, facilitating data-driven decision-making while maintaining compliance with privacy regulations.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations are often unable to combine their data with external sources due to privacy regulations and the risk of exposing sensitive information. This limits their ability to gain comprehensive insights and make data-driven decisions based on a more complete picture. Traditional data sharing methods often require complex legal agreements and technical safeguards, creating friction and slowing down the collaboration process.
Solution
Linksight provides a secure data collaboration platform that enables multiple parties to perform joint analyses on combined datasets without revealing the underlying sensitive information. The platform utilizes secure multiparty computation (MPC), secret sharing, and fully homomorphic encryption (FHE) to ensure privacy throughout the data collaboration process. Organizations can gain valuable insights from combined datasets while maintaining compliance with privacy regulations such as GDPR. Linksight's platform allows for the creation of customizable collaboration rules, ensuring that data is only used for agreed-upon purposes and that no party learns more than is strictly necessary.
Target Audience
Linksight's primary customers are organizations in healthcare, finance, and other sectors that require secure data collaboration to gain insights, make data-driven decisions, and comply with privacy regulations.
Features
- Secure multiparty computation (MPC) for privacy-preserving data analysis
- Secret sharing to distribute data across multiple parties, preventing any single party from accessing the full dataset
- Fully homomorphic encryption (FHE) to perform computations on encrypted data without decryption
- Customizable collaboration rules to define data usage and access permissions
- Real-time insights through automated multi-party analyses
- Auditable data collaboration process for compliance and transparency
- Support for various data types and analytical techniques