Proof-of-Useful-Work Embeds Zero-Knowledge Proof Generation into Consensus
A new Proof-of-Useful-Work consensus protocol secures the chain by making general-purpose ZK-SNARK computation the core mining puzzle, democratizing verifiable computation.
Differential Privacy Enables Provably Fair Transaction Ordering
Establishing a formal link between Differential Privacy and State Machine Replication's equal opportunity property quantifiably eliminates algorithmic bias in ordering.
Zero-Knowledge Proof of Training Secures Federated Learning Consensus
ZKPoT uses zk-SNARKs to verify model contributions privately, eliminating the trade-off between decentralized AI privacy and consensus efficiency.
