Openfhe: Open-source fully homomorphic encryption library

A Al Badawi, J Bates, F Bergamaschi… - proceedings of the 10th …, 2022 - dl.acm.org
Fully Homomorphic Encryption (FHE) is a powerful cryptographic primitive that enables
performing computations over encrypted data without having access to the secret key. We …

Survey on fully homomorphic encryption, theory, and applications

C Marcolla, V Sucasas, M Manzano… - Proceedings of the …, 2022 - ieeexplore.ieee.org
Data privacy concerns are increasing significantly in the context of the Internet of Things,
cloud services, edge computing, artificial intelligence applications, and other applications …

Collaborative privacy-preserving analysis of oncological data using multiparty homomorphic encryption

R Geva, A Gusev, Y Polyakov, L Liram… - Proceedings of the …, 2023 - National Acad Sciences
Real-world healthcare data sharing is instrumental in constructing broader-based and larger
clinical datasets that may improve clinical decision-making research and outcomes …

Area-efficient number theoretic transform architecture for homomorphic encryption

P Duong-Ngoc, S Kwon, D Yoo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Homomorphic encryption (HE) has emerged as an ideal cryptographic technology for
meaningful computations on encrypted data. Not only does HE secure private information …

Unlocking the potential of fully homomorphic encryption

S Gorantala, R Springer, B Gipson - Communications of the ACM, 2023 - dl.acm.org
Unlocking the Potential of Fully Homomorphic Encryption Page 1 MODERN LIFE IS awash with
sensitive, private data. From credit cards and banking to conversations, photos, and medical …

Breaking the power-of-two barrier: noise estimation for BGV in NTT-friendly rings

A Di Giusto, C Marcolla - Cryptology ePrint Archive, 2023 - eprint.iacr.org
Abstract The Brakerski-Gentry-Vaikuntanathan (BGV) scheme is a Fully Homomorphic
Encryption (FHE) cryptosystem based on the Ring Learning With Error (RLWE) problem …

Pipelined key switching accelerator architecture for CKKS-based fully homomorphic encryption

PN Duong, H Lee - Sensors, 2023 - mdpi.com
The increasing ubiquity of big data and cloud-based computing has led to increased
concerns regarding the privacy and security of user data. In response, fully homomorphic …

HEKWS: Privacy-Preserving convolutional neural network-based keyword spotting with a ciphertext packing technique

DL Elworth, S Kim - 2022 IEEE 24th International Workshop on …, 2022 - ieeexplore.ieee.org
Keyword spotting (KWS) is a key technology in smart devices. However, privacy issues in
these devices have been constantly raised. To solve this problem, this paper applies …

H3PC: Enhanced Security and Privacy-Preserving Platoon Construction Based on Fully Homomorphic Encryption

B Chah, A Lombard, A Bkakria… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
With the increasing adoption of connected and autonomous vehicles, platooning services
have emerged as a promising solution to enhance road traffic efficiency. However, the …

CKKS-Based Homomorphic Encryption Architecture using Parallel NTT Multiplier

TT Nguyen, J Kim, H Lee - 2023 IEEE International Symposium …, 2023 - ieeexplore.ieee.org
This paper presents a high-throughput CKKS-based encryption architecture for
homomorphic encryption. By de-ploying a parallel number theoretic transform (NTT) …