《计算机应用》唯一官方网站

• •    下一篇

以太坊经典网络双自私矿工策略的马尔科夫链模型与收益分析

王俊岭1,边俊君2,刘佳年1,徐志强1   

  1. 1. 江西理工大学
    2. 江西理工大学信息工程学院
  • 收稿日期:2025-05-30 修回日期:2025-08-11 接受日期:2025-08-20 发布日期:2025-09-05 出版日期:2025-09-05
  • 通讯作者: 边俊君
  • 基金资助:
    面向APT攻击取证的系统审计日志图概要化研究

Markov chain model and profit analysis of the double selfish miner strategy of the ETC network

  • Received:2025-05-30 Revised:2025-08-11 Accepted:2025-08-20 Online:2025-09-05 Published:2025-09-05

摘要: 摘 要: 自私挖矿通过隐蔽挖掘和延迟发布新区块,扰乱区块链网络的正常共识过程,导致分叉率上升和系统效率降低。为量化分析多攻击者环境下自私挖矿对以太坊经典网络的影响,针对以太坊经典网络中特有的叔块和侄块奖励机制,本文构建了包含多攻击者交互的马尔可夫链模型,定量分析了不同场景下矿工群体的收益动态。实验结果表明,在攻击者算力达到0.3时,双自私矿池协同攻击使废块率从26.35%提升至36.21%,系统吞吐量从20.15降至16.44。与单自私矿工情形相比,该攻击策略进一步提升了攻击者的相对收益,同时加剧了诚实矿工收益受损、废块率上升以及系统效率下降等问题。研究结果揭示了多攻击者自私挖矿的复杂收益机制,为设计针对性防御策略提供了理论基础和量化依据。

关键词: 以太坊经典网络, 自私挖矿, 马尔可夫链, 叔块奖励, 区块链安全

Abstract: Selfish mining disrupts the normal consensus process of blockchain networks by concealing mining and delaying the release of new blocks, leading to increased fork rates and reduced system efficiency. To quantitatively analyze the impact of selfish mining on the Ethereum Classic network under a multi-attacker environment, this paper constructs a Markov chain model with multiple attackers interacting with the network's unique uncle and nephew block reward mechanism. The model quantitatively analyzes the revenue dynamics of miners under different scenarios. Experimental results show that when the attacker's computing power reaches 0.3, a coordinated attack by two selfish mining pools increases the waste block rate from 26.35% to 36.21% and reduces the system throughput from 20.15% to 16.44%. Compared with the case of a single selfish miner, this attack strategy further increases the attacker's relative revenue while exacerbating the problems of harming honest miners' revenue, increasing the waste block rate, and decreasing system efficiency. Our results reveal the complex revenue mechanism of multi-attacker selfish mining and provide a theoretical and quantitative basis for designing targeted defense strategies.

Key words: Ethereum Classic(ETC), selfish mining, Markov chain, uncle reward, blockchain security

中图分类号: