Computing-in-memory for performance and energy-efficient homomorphic encryption

D Reis, J Takeshita, T Jung… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Homomorphic encryption (HE) allows direct computations on encrypted data. Despite
numerous research efforts, the practicality of HE schemes remains to be demonstrated. In …

A computing-in-memory engine for searching on homomorphically encrypted data

D Reis, MT Niemier, XS Hu - IEEE Journal on Exploratory Solid …, 2019 - ieeexplore.ieee.org
The high volumes of data stored in the cloud, coupled with growing concerns about security
and privacy, have motivated research on homomorphic encryption (HE), ie, a technique that …

Near-data acceleration of privacy-preserving biomarker search with 3D-stacked memory

AO Glova, I Akgun, S Li, X Hu… - 2019 Design, Automation …, 2019 - ieeexplore.ieee.org
Homomorphic encryption is a promising technology for enabling various privacy-preserving
applications such as secure biomarker search. However, current implementations are not …

AutoHoG: Automating Homomorphic Gate Design for Large-Scale Logic Circuit Evaluation

Z Guan, R Mao, Q Zhang, Z Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recently, an emerging branch of research in the field of fully homomorphic encryption (FHE)
attracts growing attention, where optimizations are carried out in develo** fast and …

A survey on FHE acceleration

BS Latibari, KI Gubbi, H Homayoun… - 2023 IEEE 16th Dallas …, 2023 - ieeexplore.ieee.org
Fully homomorphic Encryption (FHE) allows computation on encrypted data without any
decryption. However, the time of operation on encrypted data is far from the process on plain …

Seeds of SEED: H-CRAM: In-memory homomorphic search accelerator using spintronic computational RAM

H Cılasun, S Resch, ZI Chowdhury… - … on Secure and …, 2021 - ieeexplore.ieee.org
Growing use of cloud raises privacy concerns for search in sensitive databases such as
bioinformatics, where homomorphic encryption can help through direct computation–hence …

[LIBRO][B] Architectural Support and Modeling of Emerging Technologies for Datacenter Privacy and Security Applications

AO Glova - 2022 - search.proquest.com
As computing continues to be used for increasingly private and sensitive operations
impacting all aspects of our lives, the need to maintain tight control of those computations …

Towards practical homomorphic email filtering: A hardware-accelerated secure Naïve Bayesian filter

S Bian, M Hiromoto, T Sato - Proceedings of the 24th Asia and South …, 2019 - dl.acm.org
A secure version of the naïve Bayesian filter (NBF) is proposed utilizing partially
homomorphic encryption (PHE) scheme. SNBF can be implemented with only the additive …

Hardware-accelerated secured naïve bayesian filter based on partially homomorphic encryption

S Bian, M Hiromoto, T Sato - IEICE Transactions on Fundamentals …, 2019 - search.ieice.org
In this work, we provide the first practical secure email filtering scheme based on
homomorphic encryption. Specifically, we construct a secure naïve Bayesian filter (SNBF) …

[PDF][PDF] Realizing Homomorphic Secure Protocols through Cross-Layer Design Techniques

S Bian - 2019 - repository.kulib.kyoto-u.ac.jp
Recent technological advance sees a rising need for secure computing protocols. With
cloud computing, data outsourcing and machine learning paradigms widely adopted, large …