Lattice-Based Folding Schemes Achieve Post-Quantum Scalable Zero-Knowledge Proofs
This new lattice-based folding primitive fundamentally secures recursive zero-knowledge proofs against quantum adversaries, ensuring long-term verifiable computation integrity.
Lattice-Based SNARKs Achieve Post-Quantum Security and Proof Efficiency
Lattice-based proofs, rooted in the SIS problem, enable quantum-resistant, succinct zero-knowledge arguments, securing future computation.
Verifiable Computation for Approximate Homomorphic Encryption Secures Private AI
New HE-IOP primitive solves the integrity problem for approximate homomorphic encryption, enabling verifiable, private, outsourced computation for AI models.
