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 …

Sok: Fully homomorphic encryption accelerators

J Zhang, X Cheng, L Yang, J Hu, X Liu… - ACM Computing …, 2024 - dl.acm.org
Fully Homomorphic Encryption (FHE) is a key technology enabling privacy-preserving
computing. However, the fundamental challenge of FHE is its inefficiency, due primarily to …

SoK: Fully homomorphic encryption compilers

A Viand, P Jattke, A Hithnawi - 2021 IEEE Symposium on …, 2021 - ieeexplore.ieee.org
Fully Homomorphic Encryption (FHE) allows a third party to perform arbitrary computations
on encrypted data, learning neither the inputs nor the computation results. Hence, it provides …

Parameter optimization and larger precision for (T) FHE

L Bergerat, A Boudi, Q Bourgerie, I Chillotti, D Ligier… - Journal of …, 2023 - Springer
In theory, fully homomorphic encryption schemes allow users to compute any operation over
encrypted data. However in practice, one of the major difficulties lies into determining secure …

A general purpose transpiler for fully homomorphic encryption

S Gorantala, R Springer, S Purser-Haskell… - ar** Management for Efficient Fully Homomorphic Encryption
S Cheon, Y Lee, D Kim, JM Lee, S Jung, T Kim… - 33rd USENIX Security …, 2024 - usenix.org
By supporting computation on encrypted data, fully homomorphic encryption (FHE) offers the
potential for privacy-preserving computation offloading. However, its applicability is …

{ELASM}:{Error-Latency-Aware} Scale Management for Fully Homomorphic Encryption

Y Lee, S Cheon, D Kim, D Lee, H Kim - 32nd USENIX Security …, 2023 - usenix.org
Thanks to its fixed-point arithmetic and SIMD-like vectorization, among fully homomorphic
encryption (FHE) schemes that allow computation on encrypted data, RNS-CKKS is widely …

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 …