REED: Chiplet-Based Accelerator for Fully Homomorphic Encryption

arXiv:2308.02885v2 Announce Type: replace
Abstract: Fully Homomorphic Encryption (FHE) enables privacy-preserving computation and has many applications. However, its practical implementation faces massive computation and memory overheads. To address this bottleneck, several Application-Specific Integrated Circuit (ASIC) FHE accelerators have been proposed. All these prior works put every component needed for FHE onto one chip (monolithic), hence offering high performance. However, they suffer from practical problems associated with large-scale chip design, such as inflexibility, low yield, and high manufacturing cost.
In this …

accelerator accelerators address application applications arxiv asic chip computation cs.cr encryption fhe fully homomorphic encryption homomorphic encryption implementation integrated circuit memory privacy