cifer is an open-source Python library that provides tools for federated learning and fully homomorphic encryption. It enables developers to build privacy-preserving machine learning workflows by allowing computation on encrypted data. Ideal for researchers and engineers working on secure ML systems.
cifer is a Frameworks & SDKs product. It focuses on enabling secure federated learning and encrypted computation for machine learning developers. cifer is an open-source project aimed at machine learning researchers and developers. The project is open source (Apache Software License). The product ships for the command line, and it can be self-hosted.
It is developed by cifer-ai, and the product first shipped in 2024. Among its 5 catalogued features are federated learning, homomorphic encryption, and Python API.
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