Unlocking sovereign AI and protected collaboration with confidential computing

The collaboration between Red Hat and Duality Technologies introduces a comprehensive confidential computing architecture designed to protect data in use, addressing a critical gap in data security. This platform leverages Red Hat's OpenShift confidential containers and Duality's advanced privacy-preserving technologies, such as fully homomorphic encryption and federated learning, to enable secure collaboration across various environments. Duality's platform offers end-to-end control over data and execution lifecycles, facilitating secure AI operations and data management while ensuring compliance through robust governance, authentication, and auditing features. It supports protected model inference in the cloud by encrypting workloads at the client-side and ensuring they are only decrypted within secure environments, thereby safeguarding against unauthorized access and data breaches. The system's architecture is built upon three layers—collaboration management, computation, and privacy technologies—enabling seamless and secure execution of complex analytics and machine learning tasks.

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