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Briefing

The foundational challenge for next-generation decentralized systems is transitioning to quantum-resistant cryptography without sacrificing the efficiency required for scalability. This research proposes Greyhound , the first concretely efficient Polynomial Commitment Scheme (PCS) derived from standard lattice assumptions, which are inherently post-quantum secure. The breakthrough lies in a novel composition of a simple sigma protocol for polynomial evaluation with an existing proof system to achieve a succinct, polylogarithmic proof size and sublinear verifier runtime. This new cryptographic primitive is the essential building block for constructing practically usable, quantum-safe zero-knowledge rollups and state structures, fundamentally securing the long-term integrity of all succinct blockchain architectures.

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Context

The prevailing standard for highly efficient succinct arguments, such as those used in many zero-knowledge proof systems and data structures like Verkle Tries, relies heavily on pre-quantum cryptographic assumptions like the Discrete Logarithm problem, particularly in schemes like KZG. This dependence introduces a critical, long-term security vulnerability ∞ the potential for a quantum computer to break these underlying assumptions, rendering the entire system insecure. The academic challenge has been to find a replacement based on lattice cryptography that is not only secure but also efficient enough for real-world deployment.

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Analysis

Greyhound addresses this by constructing a PCS based on the conjectured hardness of lattice problems. The core mechanism involves a simple, efficient sigma protocol ∞ a three-move interactive proof ∞ for verifying the evaluation of a polynomial at a specific point. This protocol is then compiled into a non-interactive, succinct argument by composing it with the LaBRADOR proof system.

The result is a scheme where the commitment size and proof size remain extremely small, even for polynomials with billions of coefficients. This differs from prior lattice-based attempts, which suffered from proof sizes that were orders of magnitude too large for practical on-chain verification.

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Parameters

  • Proof Size for N=230 ∞ 93KB. The size of the succinct proof for a polynomial with over one billion coefficients.
  • Proof Size Reduction ∞ 8000X smaller. This is the size reduction compared to a recent lattice-based construction.
  • Verifier Runtime ∞ Sublinear in N. The time required for the verifier to check the proof is less than the time required to read the entire polynomial.
  • Underlying AssumptionStandard Lattice Assumptions. The security is based on problems in the geometry of numbers, providing quantum resistance.

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Outlook

This research immediately opens new avenues for deploying quantum-resistant cryptographic primitives across the blockchain stack. The most direct application is the creation of post-quantum secure ZK-SNARKs, which will allow for the first truly future-proof scaling solutions. Strategically, this work validates the viability of lattice-based cryptography for performance-critical applications, shifting the R&D focus toward optimizing other lattice-based primitives like homomorphic encryption, ultimately enabling a new class of decentralized applications with long-term, quantum-safe security guarantees.

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Verdict

The introduction of a concretely efficient, lattice-based polynomial commitment scheme is a critical, foundational step toward a post-quantum secure architecture for all succinct cryptographic proofs and blockchain state representations.

lattice cryptography, post-quantum security, polynomial commitment, succinct argument, zero-knowledge proof, quantum resistance, cryptographic primitive, sublinear verification, computational integrity, verifiable computation, Verkle tree, blockchain scaling, commitment scheme, proof system, sigma protocol, polylogarithmic proof, non-interactive argument Signal Acquired from ∞ ibm.com

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polynomial commitment scheme

Definition ∞ A polynomial commitment scheme is a cryptographic primitive that allows a prover to commit to a polynomial in a way that later permits opening the commitment at specific points, proving the polynomial's evaluation at those points without revealing the entire polynomial.

lattice cryptography

Definition ∞ Lattice cryptography is a branch of cryptography that uses mathematical structures called lattices to create secure encryption algorithms.

succinct argument

Definition ∞ A succinct argument is a cryptographic proof that is notably smaller than the computation it verifies and is rapidly verifiable.

lattice-based

Definition ∞ Lattice-based cryptography relies on the mathematical difficulty of certain computational problems within high-dimensional lattices.

proof size

Definition ∞ This refers to the computational resources, typically measured in terms of data size or processing time, required to generate and verify a cryptographic proof.

verifier runtime

Definition ∞ Verifier runtime refers to the computational resources, primarily time and processing power, required for a system to confirm the validity of a cryptographic proof or transaction.

standard lattice assumptions

Definition ∞ Standard Lattice Assumptions are mathematical hypotheses forming the basis for a class of cryptographic algorithms known as lattice-based cryptography.

cryptography

Definition ∞ Cryptography is the science of secure communication, employing mathematical algorithms to protect information and verify authenticity.

polynomial commitment

Definition ∞ Polynomial commitment is a cryptographic primitive that allows a prover to commit to a polynomial in a concise manner.