Overview
Oasis Labs develops privacy-preserving technologies that enable organizations to collaborate on data and perform analytics without compromising confidentiality. Their flagship product, PrivateSQL, utilizes differential privacy to allow aggregate queries on SQL databases while providing mathematical guarantees that personal information cannot be inferred. By introducing calibrated noise into query results, PrivateSQL allows internal teams and external partners to access and analyze user data without revealing sensitive individual details. Oasis Labs leverages multi-party computation (MPC), homomorphic encryption, differential privacy, and zero-knowledge proofs to measure the efficacy and fairness of AI models, helping organizations ensure responsible AI development and deployment. Their solutions are applicable to various industries, including finance (KYC/AML), healthcare, and technology, facilitating compliance, preventing fraud, and building trust in data-driven processes.
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