Enabling trust and learner agency in lifelong learning: A dual-chain, privacy-preserving credential architecture
inforesearchPeer-Reviewed
securityprivacy
Source: Elsevier Security JournalsApril 23, 2026
Summary
This academic paper proposes a dual-chain, privacy-preserving credential architecture designed to enable trust and learner agency in lifelong learning systems. The work focuses on creating secure credential management that protects learner privacy while maintaining verifiable educational records across multiple institutions and learning contexts.
Classification
Attack SophisticationModerate
Impact (CIA+S)
confidentiality
AI Component TargetedTraining Data
Monthly digest — independent AI security research
Original source: https://www.sciencedirect.com/science/article/pii/S2214212626000955?dgcid=rss_sd_all
First tracked: April 23, 2026 at 02:01 PM
Classified by LLM (prompt v3) · confidence: 75%