BaseBit provides a privacy computing platform that enables secure data sharing and collaboration across industries, utilizing full-stack technologies and advanced AI algorithms. This approach addresses the challenge of data privacy and security while facilitating the integration and interoperability of diverse data sources for enhanced analytics and decision-making.
Funding
Funding not disclosed
Founders
Product
Problem
Organizations across industries face challenges in securely sharing and collaborating on sensitive data due to privacy concerns and regulatory restrictions. Traditional data sharing methods often expose data to unauthorized access or misuse, hindering innovation and data-driven decision-making.
Solution
BaseBit offers a privacy computing platform that enables secure data sharing and collaboration while protecting data privacy. The platform utilizes privacy-enhancing technologies (PETs) such as secure multi-party computation (MPC), federated learning, and differential privacy to allow organizations to analyze and derive insights from data without directly exposing the underlying information. BaseBit's full-stack technology facilitates the integration and interoperability of diverse data sources, enabling enhanced analytics and decision-making across various sectors. The platform establishes an ecosystem of data integration and interoperability, connecting data providers, users, and service providers.
Target Audience
BaseBit's primary customers include organizations in healthcare, finance, smart cities, and other industries that require secure data sharing and collaboration to drive innovation and improve decision-making.
Features
- Secure multi-party computation (MPC) for collaborative data analysis without revealing individual data points
- Federated learning to train AI models on decentralized data sources while preserving data locality
- Differential privacy to add noise to data outputs, protecting against re-identification risks
- Homomorphic encryption for performing computations on encrypted data
- Full-stack technology for seamless integration of diverse data sources and systems
- Support for various data types, including structured, unstructured, and multimodal data
- Role-based access control and audit trails for enhanced data governance and compliance