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C2PI: Efficient Private Inference Framework by justforregister01 is a document available to read on EtoBox.

What is C2PI: Efficient Private Inference Framework about?

C2PI is a two-party private inference framework designed to enhance data privacy in machine learning by introducing a new evaluation method for inference data privacy attacks (IDPAs). It reduces computational and communication costs significantly by allowing only the initial layers of a neural network to be processed with multiparty computation protocols, while later layers operate without cryptographic constraints. The framework offers a more efficient and flexible approach to balancing privacy and perform

Author

justforregister01

Language

EN