Fast and Accurate Homomorphic Softmax Evaluation
Wonhee Cho, Guillaume Hanrot, Taeseong Kim, Minje Park, Damien Stehlé · 2024
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.