2 papers
cs.LG2021
Fully Homomorphically Encrypted Deep Learning as a Service
George Onoufriou, Paul Mayfield, Georgios Leontidis
Fully Homomorphic Encryption (FHE) is a relatively recent advancement in the field of privacy-preserving technologies. FHE allows for the arbitrary depth computation of both additi…
cs.LG2019
Nemesyst: A Hybrid Parallelism Deep Learning-Based Framework Applied for Internet of Things Enabled Food Retailing Refrigeration Systems
George Onoufriou, Ronald Bickerton, Simon Pearson +1
Deep Learning has attracted considerable attention across multiple application domains, including computer vision, signal processing and natural language processing. Although quite…