On the Usage of Verifiable Credentials in Privacy-Preserving Federated Analytics

arXiv:2609.33004 · cs.CR, cs.ET · Submitted 2026-09-26 · Read on arXiv

cs.CR, cs.ET

Submitted: 2026-09-26

Updated: 2026-09-26

Terminology

• Federated Analytics — 9× in this paper
• Privacy-Preserving Federated Analytics — 5× in this paper
• Self-Sovereign Identity — 5× in this paper
• Verifier — 4× in this paper · explained in 2 episodes
• Verification — 3× in this paper · explained in 2 episodes
• Machine Learning — 2× in this paper
• Verifiable Data Registry — 2× in this paper
• Aggregation — 1× in this paper · explained in 1 episode
• Communication Overhead — 1× in this paper · explained in 2 episodes
• Differential Privacy — 1× in this paper · explained in 4 episodes
• Edge Devices — 1× in this paper · explained in 2 episodes
• Federated Learning — 1× in this paper · explained in 14 episodes
• General Data Protection Regulation — 1× in this paper
• Internet of Things — 1× in this paper
• Unified Framework — 1× in this paper · explained in 5 episodes

Sources

• On Addressing Isolation in Blockchain-Based Self-Sovereign Identity
• Towards an identity management solution on Arweave

Related papers

• SoK: AI-Augmented Binary Reversing
• Relaxed Sender Anonymity for CBDC Interbank Settlement: A Zero-Knowledge Approach on Permissioned EVM
• Calibration-Family Overfit: Why Trusted Sabotage Monitors Don't Transfer Across Lineages
• Efficient Fuzzy PSI under One-Sided Assumptions
• Sealing the Audit-Runtime Gap for LLM Skills
• Token Composition: A Graph Based on EVM Logs