Work

HEaaN-ID3: Fully Homomorphic Privacy-Preserving ID3-Decision Trees Using CKKS

Year: 2025

Type: article

Abstract: In this study, we investigated privacy-preserving ID3 Decision Tree (PPID3) training and inference based on fully homomorphic encryption (FHE), which has not been actively explored due to the high computational cost associate... | Find, read and cite all the research you need on Tech Science Press

Source: Computers, materials & continua/Computers, materials & continua (Print)

DOI: 10.32604/cmc.2025.064161

Authors: Dain Lee, Hojune Shin, Jihyeon Choi, Younho Lee

Institution: Seoul National University of Science and Technology

Language: English

Topic: Cryptography and Data Security

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

Funders: Ministry of Science and ICT, South Korea, Institute for Information and Communications Technology Promotion

Awards: G3950759137, G4700831490