Recursive Proof Folding Enables Constant-Time Verifiable Computation
A new folding scheme for Relaxed R1CS achieves constant-time incremental proof generation, fundamentally enabling scalable verifiable computation.
Zero-Knowledge Proof of Training Secures Private Federated Consensus
A novel Zero-Knowledge Proof of Training (ZKPoT) mechanism leverages zk-SNARKs to validate machine learning contributions privately, enabling a scalable, decentralized AI framework.
Eliminating Prime Hashing Makes RSA Accumulators Viable for Decentralized Systems
This new RSA accumulator construction bypasses the slow "hashing into primes" bottleneck, fundamentally enabling succinct, dynamic, and practical set membership proofs on-chain.
New Vector Commitment Achieves Asymptotically Optimal Sublinear Stateless Client Updates
Researchers construct a dynamic Vector Commitment scheme achieving asymptotically optimal sublinear complexity, fundamentally enabling truly efficient stateless blockchain clients.
Dynamic Universal Accumulators Achieve Constant-Time Set Verification at Scale
Research introduces a Dynamic Universal Accumulator that compresses massive data sets into a constant-size cryptographic proof, enabling efficient, constant-time verification for scalable systems.
Sublinear-Space Provers Democratize Verifiable Computation and Privacy at Scale
A novel block-processing algorithm achieves square-root memory scaling for ZKPs, transforming verifiable computation from server-bound to device-feasible.
QDay: Quantum-Resistant EVM Layer 2 with Hybrid Consensus
QDay pioneers a quantum-resistant EVM-compatible Layer 2, integrating a novel POS-over-POW consensus and a PQZK Bridge to secure blockchain operations against future quantum threats.
Verkle Trees Enhance Blockchain Scalability and Statelessness
Verkle Trees revolutionize blockchain state management by employing polynomial commitments to generate compact proofs, enabling stateless clients and significantly boosting network scalability.
Affine One-Wayness: Post-Quantum Temporal Verification via Polynomial Iteration
A new cryptographic primitive, Affine One-Wayness, establishes transparent post-quantum temporal ordering, enhancing distributed system security and synchronization.
