Oasis Labs
Oasis Labs specializes in developing advanced technologies for decentralization, privacy, and AI, offering products like PrivateSQL that enhance data privacy across various SQL databases.
Oasis Labs Services
Oasis Labs develops advanced technologies focusing on decentralization, privacy, and artificial intelligence. Their services encompass cutting-edge solutions designed to preserve data privacy and enhance the fairness assessment of AI models. The company is known for employing highly secure techniques such as Multi-Party Computation (MPC), Homomorphic Encryption, Differential Privacy, and Zero-Knowledge Proofs in their offerings. These technologies are integrated to ensure a robust and secure handling of data.
Oasis Labs' PrivateSQL Product
Oasis Labs offers PrivateSQL, a product designed to intercept and rewrite SQL queries to ensure privacy through differential privacy. This product supports several major SQL databases, including MySQL, Postgres, Athena, and Presto. PrivateSQL can integrate with BI tools and supports languages and frameworks such as REST API, Python, JS, and Apache Superset, making it flexible for various business applications. The company also provides comprehensive developer documentation to facilitate the integration and usage of PrivateSQL, ensuring that developers can seamlessly incorporate the tool into their workflows.
Privacy-Preserving AI Fairness Assessment
Oasis Labs provides a unique service for AI model fairness assessment that leverages privacy-preserving technologies. The service uses a combination of Multi-Party Computation, Homomorphic Encryption, Differential Privacy, and Zero-Knowledge Proofs to evaluate AI models' fairness without compromising data privacy. By utilizing these advanced cryptographic techniques, Oasis Labs ensures that AI fairness assessments are conducted securely and confidentially. This service demonstrates Oasis Labs' commitment to integrating privacy and ethical considerations into the development and evaluation of AI technologies.
Oasis Labs and Meta Collaboration
Oasis Labs has collaborated with Meta to assess AI models' fairness using privacy-preserving technologies. This partnership highlights Oasis Labs' expertise and capability in integrating advanced privacy techniques into real-world applications. The collaboration focused on ensuring that AI models operate fairly without compromising user data privacy, showcasing the practical implementation of their privacy-preserving technologies in large-scale commercial environments. This project underscores the relevance and importance of Oasis Labs' offerings in the broader tech industry.
