WARP Accumulation Scheme Achieves Optimal Verifiable Computation Efficiency
The WARP accumulation primitive achieves linear proving and logarithmic verification time, fundamentally enabling truly scalable recursive zero-knowledge systems.
PVSS-BFT Protocol Secures Dynamic Consensus and Reduces Communication Latency
Integrating Publicly Verifiable Secret Sharing into BFT consensus achieves $4Delta$ latency and 50% fault tolerance in dynamic networks, solving the sleepy model's efficiency challenge.
Zero-Knowledge Proofs Secure Private Decentralized Machine Learning Consensus
A novel Zero-Knowledge Proof of Training consensus mechanism cryptographically validates federated model contributions without exposing private data, enabling scalable and secure decentralized AI.
Encrypted Multi-Scalar Multiplication Privately Outsourced ZK-SNARK Proving
A new cryptographic primitive, Encrypted MSM, offloads zk-SNARK proving complexity to an untrusted server while preserving total witness privacy.
Distributed Proving Architecture Decouples Zero-Knowledge Scaling from Centralized Hardware
This new distributed proving architecture eliminates the zkRollup memory bottleneck, enabling decentralized provers and massive Layer Two scaling.
Asymptotically Optimal Vector Commitments Enable True Stateless Clients
New cryptographic vector commitment achieves sublinear update complexity, fundamentally solving state bloat for scalable decentralized architectures.
Efficient Non-Malleable Zero-Knowledge via Instance-Based Commitment Primitive
A new commitment primitive enables the first practical non-malleable zero-knowledge proofs, securing concurrent protocols without performance loss.
Zero-Knowledge Proofs Extend Bitcoin Capabilities for Privacy and Succinct Verification
Applying zk-STARKs to Bitcoin enables private Proof-of-Reserves and trust-minimized light clients, fundamentally expanding the protocol's utility.
Lattice-Based Folding Secures Recursive Zero-Knowledge Proofs against Quantum Threats
LatticeFold is the first post-quantum folding scheme, leveraging lattice cryptography to enable quantum-resistant, efficient recursive proof systems.
