no code implementations • 15 Nov 2022 • George Onoufriou, Marc Hanheide, Georgios Leontidis
Yield forecasting is a critical first step necessary for yield optimisation, with important consequences for the broader food supply chain, procurement, price-negotiation, logistics, and supply.
no code implementations • 26 Oct 2021 • George Onoufriou, Marc Hanheide, Georgios Leontidis
We present automatically parameterised Fully Homomorphic Encryption (FHE) for encrypted neural network inference and exemplify our inference over FHE compatible neural networks with our own open-source framework and reproducible examples.
1 code implementation • 26 Jul 2021 • George Onoufriou, Paul Mayfield, Georgios Leontidis
Fully Homomorphic Encryption (FHE) is a relatively recent advancement in the field of privacy-preserving technologies.
1 code implementation • 4 Jun 2019 • George Onoufriou, Ronald Bickerton, Simon Pearson, Georgios Leontidis
Deep Learning has attracted considerable attention across multiple application domains, including computer vision, signal processing and natural language processing.