Results 81 to 90 of about 3,768 (173)
Privacy-preserving semi-parallel logistic regression training with fully homomorphic encryption. [PDF]
BMC Med Genomics, 2020 Carpov S +3 more
europepmc +1 more source
Fully Homomorphic Encryption over the Integers Revisited [PDF]
, 2016 Two main computational problems serve as security foundations of current fully homomorphic encryption schemes: Regev\u27s Learning With Errors problem (LWE) and Howgrave-Graham\u27s Approximate Greatest Common Divisor problem (AGCD).
Damien Stehle, Jung Hee Cheon
core
Predicting Genetic Disorder on Encrypted Data with Concrete ML Homomorphic Encryption Library
This paper investigates the use of Fully Homomorphic Encryption (FHE) through the ConcreteML library to ensure data privacy in machine learning applications. The research focuses on predicting genetic disorders using a Gradient Boosted Tree model trained
Nguyen, Ngoc Hai Dang
core
Homomorphic Evaluation Cluster Architecture for Fully Homomorphic Encryption
IEEE Open Journal of Circuits and SystemsFully Homomorphic Encryption (FHE) allows computational processing of encrypted data on cloud servers, providing high security and enabling safe data utilization. As homomorphic multiplication progresses with encrypted data, noise accumulates, requiring a process called bootstrapping to restore the noise level of the new ciphertext $ct^{\prime ...
Hanyoung Lee +2 more
openaire +2 more sources
Development Paillier's library of fully homomorphic encryption
One of the new areas of cryptography considered-homomorphic cryptography. The article presents the main areas of application of homomorphic encryption. An analysis of existing developments in the field of homomorphic encryption carried out.
Gulzat, Turken +3 more
core +1 more source
Complex Elections via Threshold (Fully) Homomorphic Encryption [PDF]
We discuss how Fully Homomorphic Encryption (FHE), and in particular the TFHE scheme, can be used to define an e-voting scheme for the Alternative Vote (AV) election system.
Charlotte Bonte +2 more
core
, 2013 In this thesis, we provide a summary of fully homomorphic encryption, and in particular, look at the BGV encryption scheme by Brakerski, Gentry, and Vaikuntanathan; as well the DGHV encryption scheme by van Dijk, Gentry, Halevi, and Vaikuntanathan.
Weir, Brandon
core
Fully Dynamic Multi Target Homomorphic Attribute-Based Encryption [PDF]
, 2017 We propose multi target homomorphic attribute-based encryption (MT-HABE) with fully dynamic homomorphic evaluation: it can take as input arbitrary additional ciphertexts during homomorphic computation. In the previous MT-HABE of Brakerski et al.
Ryo Hiromasa, Yutaka Kawai
core
Contributions to fully homomorphic encryption
En els darrers anys, la tecnologia de Xifrat Totalment Homomòrfic (FHE en les sigles an anglès) s’ha convertit en un dels principals pilar per a les tecnologies de preservació de la privacitat. No obstant això, molts reptes encara persisteixen abans que aquesta tecnologia pugui ser àmpliament adoptada a la pràctica.
openaire +1 more source
Logistic regression over encrypted data from fully homomorphic encryption. [PDF]
BMC Med Genomics, 2018 Chen H +6 more
europepmc +1 more source