Lattice-Based Inner Product Argument Unlocks Post-Quantum Transparent SNARKs
The Lattice-IPA primitive achieves a succinct, transparent, and quantum-resistant proof system, fundamentally securing verifiable computation against future quantum adversaries.
Linear-Complexity Secret Sharing Unlocks Scalable Decentralized Randomness Beacons
A novel Publicly Verifiable Secret Sharing scheme reduces complexity to O(n), enabling highly scalable, unbiasable randomness for large-scale consensus.
Erasure Coding Achieves Near-Optimal Byzantine Broadcast Communication Efficiency
Researchers deployed erasure-correcting codes and vector commitments to fragment messages, drastically reducing Byzantine Reliable Broadcast communication complexity to near-optimal bounds.
Lattice SNARKs Achieve Quasi-Optimal Efficiency via Novel Vanishing Polynomial Commitment
A new lattice-based commitment scheme enables the first quasi-optimal, quantum-resistant SNARKs, making secure, scalable verifiable computation practical.
Secure Sharding Consensus Pattern Dramatically Scales Throughput with Optimized Overhead
Kronos introduces a buffer-based sharding consensus pattern, provably achieving cross-shard atomicity and 12× throughput for next-generation scalable architectures.
QScale: Probabilistic Chained Consensus for Moderate-Scale Systems
QScale introduces a novel probabilistic chained consensus, significantly reducing communication overhead for distributed ledgers at moderate scales.
