Characterizing ZKP GPU Bottlenecks Accelerates Verifiable Computation Scaling
ZKProphet empirically identifies Number-Theoretic Transform as the 90% GPU bottleneck, shifting optimization focus to unlock practical ZKP scaling.
Zero-Knowledge Proofs Enable Private Verifiable Mechanism Design
Cryptographic commitment to a hidden mechanism, verifiable via zero-knowledge proofs, eliminates the need for a trusted mediator while preserving proprietary secrecy.
Generic Compiler Achieves Full SNARK Succinctness and Rate-1 Optimality
A generic compiler upgrades mild SNARKs to full succinctness, proving the optimality of rate-1 arguments and defining new cryptographic limits.
Zero-Knowledge Proofs Secure Mechanism Design without Revealing Rules
A new cryptographic framework enables verifiable, private mechanism design by using zero-knowledge proofs to commit to rules without public disclosure, eliminating trusted mediators.
Folding Schemes Enable Fastest Recursive Zero-Knowledge Argument Construction
Introducing folding schemes, Nova achieves incrementally verifiable computation with constant recursion overhead, fundamentally accelerating proof aggregation for scalable blockchain systems.
Transparent Succinct Proofs Eliminate Trusted Setup and Large Proof Size
A novel Vector Hash Commitment achieves constant-size, transparent proofs, resolving the critical trade-off between ZK-SNARK succinctness and ZK-STARK setup-free security.
Constant-Size Verifiable Timed Signatures Secure Time-Locked Blockchain Assets
This new cryptographic primitive achieves verifiable timed signatures with constant size, fundamentally resolving the linear performance bottleneck for time-locked protocols.
Post-Quantum SNARKs Secure Arithmetic Circuits with Minimal Proof Size
This breakthrough constructs the first efficient post-quantum zk-SNARK for arithmetic circuits, ensuring verifiable computation remains secure against quantum adversaries.
Folding Schemes Enable Highly Efficient Recursive Zero-Knowledge Arguments
Folding schemes fundamentally re-architect recursive proofs, reducing two NP instances to one and achieving constant-time verification for massive computations.
