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Quantum Advantage on Proof of Work (2105.01821v1)

Published 5 May 2021 in quant-ph, cs.CR, cs.CY, cs.ET, and cs.SI

Abstract: Proof-of-Work (PoW) is a fundamental underlying technology behind most major blockchain cryptocurrencies. It has been previously pointed out that quantum devices provide a computational advantage in performing PoW in the context of Bitcoin. Here we make the case that this quantum advantage extends not only to all existing PoW mechanisms, but to any possible PoW as well. This has strong consequences regarding both quantum-based attacks on the integrity of the entirety of the blockchain, as well as more legitimate uses of quantum computation for the purpose of mining Bitcoin and other cryptocurrencies. For the first case, we estimate when these quantum attacks will become feasible, for various cryptocurrencies, and discuss the impact of such attacks. For the latter, we derive a precise formula to calculate the economic incentive for switching to quantum-based cryptocurrency miners. Using this formula, we analyze several test scenarios, and conclude that investing in quantum hardware for cryptocurrency mining has the potential to pay off immensely.

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Authors (3)
  1. Dan A. Bard (1 paper)
  2. Joseph J. Kearney (3 papers)
  3. Carlos A. Perez-Delgado (14 papers)
Citations (16)

Summary

  • The paper shows quantum computers provide a quadratic advantage in PoW tasks via Grover’s algorithm, enhancing blockchain efficiency.
  • It evaluates the potential for quantum-led 51% attacks, stressing the need for quantum-resistant blockchain protocols.
  • A profitability model for quantum mining highlights lower energy consumption and fewer clock cycles, promising economic benefits.

Quantum Advantage on Proof of Work: A Comprehensive Overview

The paper entitled "Quantum Advantage on Proof of Work" presents a detailed analysis of the implications of quantum computing on Proof of Work (PoW) mechanisms within blockchain technologies. The authors focus on the potential computational advantages quantum devices possess over classical systems, asserting that these capabilities will apply to all existing and future PoW protocols. Their investigation encompasses both the cybersecurity threats posed by quantum advancements and the economic opportunities they might create for cryptocurrency mining.

Key Findings and Results

The authors identify that quantum computers provide a quadratic advantage when performing PoW tasks due to Grover's algorithm. This result is significant as it implies that quantum machines can solve the computationally hard problems underlying PoW protocols more efficiently than classical computers, including specialized ASICs. The implications of this advantage are twofold:

  1. Quantum Attacks: The paper provides an analysis of when quantum computers might realistically conduct a 51% attack on various blockchains. Such an attack would allow a single or a coalition of actors to control transaction history, posing substantial threats to blockchain integrity.
  2. Economic Incentive: A model is proposed to calculate the profitability of using quantum computers for legitimate cryptocurrency mining. The results suggest that quantum mining operations could be vastly more economical due to lower energy consumption and dissipation, and a reduced number of clock cycles.

The paper delivers a formula to determine when investing in quantum hardware is economically viable for cryptocurrency mining. Various scenarios consider future developments in cryptocurrency difficulty adjustments and potential BTC to USD conversions, providing a comprehensive analysis of when quantum mining would supplant classical methods in profitability.

Implications of the Research

Practical Implications

The practical implications are substantial, providing insights into how quantum technology could reshape the landscape for blockchain systems. Given the inherent vulnerabilities of PoW in the presence of quantum computation, blockchain developers may need to mitigate risks by either embracing quantum-resistant technologies or transitioning to consensus mechanisms not reliant on PoW.

Theoretical Implications

Theoretically, the research highlights the perpetual challenge in designing PoW mechanisms inherently secure from quantum advantage. This paper's derivations, particularly the profit calculation for quantum mining, offer a cornerstone for theorists exploring the economics of quantum computing in blockchain ecosystems.

Future Developments

The authors encourage further exploration in predictive modeling integrating empirical market data with their theoretical framework. Such models would assist in navigating potential investment avenues in quantum mining technologies. Additionally, the research invites exploration into alternative blockchain consensus mechanisms that offer resilience against quantum computation, such as Proof of Space or hybrid PoW and PoS (Proof of Stake) models.

In conclusion, this paper elucidates both the disruptive potential and significant promise of quantum computing in the field of blockchain technologies. The anticipated advancements in quantum capabilities may prompt both innovation and caution within these distributed systems, necessitating a proactive recalibration of security measures and economic models within cryptocurrencies. Future research directions are likely to pivot on creating balanced and quantum-resilient blockchain systems that maintain the integrity and decentralized ethos integral to their operation.

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