Results 41 to 50 of about 3,768 (173)

Leakage Resilient Fully Homomorphic Encryption [PDF]

, 2014
We construct the first leakage resilient variants of fully homomorphic encryption (FHE) schemes. Our leakage model is bounded adaptive leakage resilience. We first construct a leakage-resilient leveled FHE scheme, meaning the scheme is homomorphic for all circuits of depth less than some pre-established maximum set at key generation.
Alexandra Berkoff, Feng-Hao Liu
openaire   +2 more sources

A Review on Explainable, Federated Multimodal AI for Heart Disease Detection Using ECG, Cardiac Imaging, and Electronic Health Records

Engineering Reports, Volume 8, Issue 4, April 2026.
Heart disease remains one of the most critical health challenges globally, accounting for a substantial number of deaths each year. With ML, DL, and FL coming into existence, early diagnosis of heart disease through ECG, Cardiac Imaging, and EHRs became increasingly feasible.
P. Murali, S. Meenatchi
wiley   +1 more source

Evaluation of Privacy-Preserving Support Vector Machine (SVM) Learning Using Homomorphic Encryption

The requirement for privacy-aware machine learning increases as we continue to use PII (personally identifiable information) within machine training. To overcome the existing privacy issues, we can apply fully homomorphic encryption (FHE) to encrypt data
Ali, Hisham, William J. Buchanan, Buchanan, William J., Hisham Ali   +3 more
core   +1 more source

Fully Homomorphic Encryption with Relatively Small Key and Ciphertext Sizes [PDF]

, 2009
We present a fully homomorphic encryption scheme which has both relatively small key and ciphertext size. Our construction follows that of Gentry by producing a fully homomorphic scheme from a “somewhat” homomorphic scheme.
F. Vercauteren, Vercauteren, Fre, F. Vercauteren, N. P. Smart, N. P. Smart, Smart, Nigel   +5 more
core   +1 more source

Data Clustering Method for Fault‐Tolerant Privacy Protection of Smart Grid Based on BGN Homomorphic Encryption Algorithm

Engineering Reports, Volume 8, Issue 4, April 2026.
Smart meter (SM): Collect the data of users' electricity consumption periodically, and preprocess the noise reduction by using the Robust Local Weighted Regression algorithm, then encrypt the private data in it by Boneh‐Goh‐Nissim homomorphic encryption, and submit the encrypted private data to the fog node.
Jiangtao Guo, Yajie Li, Jia Shen, Tao Ming, Yuan Cao, Zuosong Dai   +5 more
wiley   +1 more source

Better Bootstrapping in Fully Homomorphic Encryption [PDF]

, 2012
Gentry's bootstrapping technique is currently the only known method of obtaining a "pure" fully homomorphic encryption (FHE) schemes, and it may offers performance advantages even in cases that do not require pure FHE (e.g., when using the noise-control technique of Brakerski-Gentry-Vaikuntanathan).
Gentry, Craig, Halevi, Shai, Smart, Nigel P.   +2 more
openaire   +2 more sources

Batch Fully Homomorphic Encryption over the Integers [PDF]

, 2013
We extend the fully homomorphic encryption scheme over the integers of van Dijk et al. (DGHV) to batch fully homomorphic encryption, i.e. to a scheme that supports encrypting and homomorphically processing a vector of plaintext bits as a single ...
Jean-Sébastien Coron, Mehdi Tibouchi, Tancrède Lepoint   +2 more
core  

Keyed-Fully Homomorphic Encryption without Indistinguishability Obfuscation [PDF]

, 2023
(Fully) homomorphic encryption ((F)HE) allows users to publicly evaluate circuits on encrypted data. Although publicly homomorphic evaluation property has various applications, (F)HE cannot achieve security against chosen ciphertext attacks (CCA2) due ...
Shingo Sato, Keita Emura, Atsushi Takayasu   +2 more
core  

Several plant self‐incompatibility systems may be controlled by atypical receptor–ligand interactions

The Plant Journal, Volume 126, Issue 1, April 2026.
SUMMARY Self‐incompatibility (SI) is the single most important mechanism utilized by flowering plants to avoid self‐fertilization, thus preventing inbreeding and promoting outcrossing. Many plant SI systems are genetically controlled by a multi‐allelic S‐locus, containing two tightly linked genes that encode the female and male S‐determinants.
Zongcheng Lin, Maurice Bosch, Vernonica E. Franklin‐Tong   +2 more
wiley   +1 more source

(Leveled) Fully Homomorphic Encryption without Bootstrapping [PDF]

ACM Transactions on Computation Theory, 2012
We present a novel approach to fully homomorphic encryption (FHE) that dramatically improves performance and bases security on weaker assumptions. A central conceptual contribution in our work is a new way of constructing leveled, fully homomorphic encryption schemes (capable of evaluating arbitrary polynomial-size circuits of a-priori bounded depth ...
Zvika Brakerski, Craig Gentry, Vinod Vaikuntanathan   +2 more
openaire   +1 more source