openalexJournal of Intelligent Decision Making and Information Science2026-07-23
CIPHER: A Differentially Private Federated Framework for Privacy-Preserving Multi-Criteria Group Decision Making
Group multi-criteria decision making (MCDM) in distributed organizations demands aggregating private preference matrices across multiple decision-makers, raising serious data privacy challenges. Centralized aggregation exposes individual evaluations to unauthorized disclosure, wh…