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A Robust, Decentralized Architecture for Quantum Randomness Generation: Leveraging the Kirk Network, PQ-VRFs, and Threshold Cryptography

Sylvain Cormier

Published Dec 12, 2024• 0 citations
Publisher

Abstract

Quantum Random Number Generators (QRNGs) produce high-quality randomness derived from quantum phenomena, offering strong security assurances. However, relying on a single QRNG device centralizes trust and creates a single point of failure. This paper presents a decentralized architecture integrating multiple geographically distributed QRNG nodes using the Kirk network's quantum and classical channels. We incorporate Post-Quantum Verifiable Random Functions (PQ-VRFs), threshold secret sharing, and Byzantine Fault Tolerant (BFT) consensus protocols to ensure unbiased, verifiable, and tamper-resistant randomness. We detail a blockchain oracle system that transforms quantum-secure keys into various blockchain-compatible formats (Ethereum, Bitcoin, Polkadot), creating a future-proof, monetizable service for quantum-era blockchain infrastructures.

DOI
10.5281/zenodo.18200117

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Quantum Random Number Generators (QRNGs) produce high-quality randomness derived from quantum phenomena, offering strong security assurances. However, relying on a single QRNG device centralizes trust and creates a single point of failure. This paper presents a decentralized architecture integrating multiple geographically distributed QRNG nodes using the Kirk network's quantum and classical channels. We incorporate Post-Quantum Verifiable Random Functions (PQ-VRFs), threshold secret sharing, and Byzantine Fault Tolerant (BFT) consensus protocols to ensure unbiased, verifiable, and tamper-resistant randomness. We detail a blockchain oracle system that transforms quantum-secure keys into various blockchain-compatible formats (Ethereum, Bitcoin, Polkadot), creating a future-proof, monetizable service for quantum-era blockchain infrastructures.
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Quantum computing is progressing at a fast rate and there is a real threat that classical cryptographic methods can be compromised and therefore impact the security of blockchain networks. All of the ways used to secure blockchain like Rivest–Shamir–Adleman (RSA), Elliptic Curve Cryptography (ECC) and Secure Hash Algorithm 256-bit (SHA256) are the characteristic of the traditional cryptographic techniques vulnerable to attack by quantum algorithms: Shor’s and Grover’s algorithms: can efficiently break asymmetric encryption and speed up brute force attacks. Because of this vulnerability, there exists a need to develop an advance quantum resilient blockchain framework to protect the decentralized ledgers from the future threats of the quantum. This research proposes Post-Quantum Cryptography (PQC), Quantum Key Distribution (QKD) and Quantum Random Number Generation (QRNG) as a formidable architectural integration, to fortify security of blockchain. Classical encryption is replaced with PQC, QKD with secure key exchange by detecting eavesdropping, and QRNG with improving cryptographic randomness to remove the predictable key vulnerability. Only with a small loss of transaction efficiency, we increase transaction encryption accuracy, key exchange security, and resistance to quantum attacks. In this quantum enhanced blockchain design, the idea is to preserve the decentralization, transparency and security and at the same time overcome the future quantum threat. By going through rigorous analysis and comparative evaluation, we demonstrate that the approach saves blockchain networks from the emerging quantum risks to make sure that the decentralized finance, smart contracts and cross chain transactions.
Quantum random number (QRNG) beacons distinguish themselves from classical counterparts by providing intrinsic unpredictability originating from the fundamental laws of quantum mechanics. Most demonstrations have focused on certifiable randomness generators to guarantee the public that their genuineness is independent from imperfect implementations. These efforts however do not benefit applications where multiple distrusted users need a common set of random numbers, as they must rely on the honesty of beacon owners. In this paper, we formally introduce a design and proof-of-principle experiment of the first consensus protocol producing QRNs in a decentralized environment (dQRNG). Such protocol allows N number of participants contribute in the generation process and publicly verify numbers they collect. Security of the protocol is guaranteed given(N-1) dishonest participants. Our method is thus suited for distribute systems that requires a bias-resistant, highly secure, and public-verifiable random beacon.
Blockchain systems built on classical cryptography face immediate risks from large-scale quantum computers, while purely quantum-based blockchains often rely on a single Private Key Generator (PKG) and incur heavy resource overheads. To overcome these issues, this paper proposes a hybrid quantum and post-quantum blockchain approach that removes single points of trust by using Distributed Key Generation and a dual-layer signature mechanism. This method integrates quantum digital signatures, rooted in the Fully Flipped Permutation problem, with classical post-quantum (lattice-based) cryptography, enabling users to switch between quantum and classical signatures according to security requirements and channel conditions. Delegated Proof-of-Stake with node behavior and Borda count has been incorporated to manage consensus, ensuring that witness nodes are regularly re-elected and malicious actors are penalized by distributing secret shares among multiple rotating witnesses. We eliminate the central vulnerability of a sole PKG while maintaining rigorous resistance to collusions. Our analytical model indicates that a fraction of transactions can use quantum signatures without system-wide bottlenecks, while the remaining transactions follow classical PQC paths with throughput approaching classical baselines under our modeling assumptions. Consequently, this hybrid method offers higher scalability, robust collusion resistance, and long-term security even under quantum-capable adversaries. This paper presents extensive theoretical analyses, probability models, and algorithmic complexities, demonstrating that our design provides resilient infrastructure that meets the key performance and security requirements of next-generation blockchain systems.