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Fast and Accurate Homomorphic Softmax Evaluation

Year: 2024
Type: conference-paper
Abstract: Homomorphic encryption is one of the main solutions for building secure and privacy-preserving solutions for Machine Learning as a Service, a major challenge in a society where AI becomes more and more pervasive. This motivates the development of homomorphic algorithms for the main building blocks of AI, typically for the components of the various types of neural networks architectures.
Language: English
Open Access status: green
OpenAlex ID: W4403573497
FWCI: 2.65
Cites: 15
Cited by: 9
Related to: 10