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Homomorphic noise growth in practice: comparing BGV and FV
Fully Homomorphic Encryption Lattice Cryptography Public-Key Encryption
2019/5/21
The purpose of this paper is to provide a comprehensive analysis and side-by-side comparison of the noise growth behaviour in the BGV and FV somewhat homomorphic encryption schemes, both heuristically...
An HPR variant of the FV scheme: Computationally Cheaper, Asymptotically Faster
Fan-Vercauteren Residue Number System Homomorphic Encryption
2019/5/21
State-of-the-art implementations of homomorphic encryption exploit the Fan and Vercauteren (FV) scheme and the Residue Number System (RNS). While the RNS breaks down large integer arithmetic into smal...
Chimera: a unified framework for B/FV, TFHE and HEAAN fully homomorphic encryption and predictions for deep learning
fully homomorphic encryption Ring-LWE neural network
2018/8/21
This work describes a common framework for scale-invariant families of fully homomorphic schemes based on Ring-LWE, unifying the plaintext space and the noise representation. This new formalization al...
An Analysis of FV Parameters Impact Towards its Hardware Acceleration
Homomorphic evaluation FV parameters Chinese Remainder Theorem
2017/3/21
The development of cloud computing services is restrained by privacy concerns. Centralized medical services for instance, require a guarantee of confidentiality when using outsourced computation platf...
A Full RNS Variant of FV like Somewhat Homomorphic Encryption Schemes
Lattice-based Cryptography Homomorphic Encryption FV
2016/5/26
Since Gentry's breakthrough work in 2009, homomorphic cryptography has received a widespread attention. Implementation of a fully homomorphic cryptographic scheme is however still highly expensive. So...
A Comparison of the Homomorphic Encryption Schemes FV and YASHE
Leveled Homomorphic Encryption Parameter Selection Implementations
2016/1/26
We conduct a theoretical and practical comparison of two Ring-LWE-based, scale-invariant,
leveled homomorphic encryption schemes – Fan and Vercauteren’s adaptation of BGV and the YASHE
scheme propos...