"Encrypted AI for Climate Modeling and Prediction"

Abstract

Climate modeling and prediction are critical for understanding and mitigating the impacts of climate change. This paper proposes an innovative approach using Encrypted Artificial Intelligence (Encrypted AI) to enhance the accuracy and security of climate modeling. Encrypted AI leverages advanced cryptographic techniques to train and deploy machine learning models on sensitive climate data without compromising privacy. By encrypting data and computations, Encrypted AI enables collaborative climate research across diverse datasets while protecting the confidentiality of contributing parties. This paper explores the application of Encrypted AI in climate modeling, highlighting its potential to revolutionize climate prediction accuracy and scalability in a secure manner.