Why Private AI? Private AI focuses on preserving user privacy in artificial intelligence applications. By utilizing techniques like federated learning and homomorphic encryption, it allows machine learning models to operate on encrypted, decentralized data. This ensures that sensitive information remains secure and confidential during the learning process. One typical approach is Microsoft SEAL (Simple Encrypted […]