Greedy-Mine: a Profitable Mining Attack Strategy in Bitcoin-NG

EasyChair Preprint no. 10326

Abstract

Bitcoin-NG is an extensible blockchain protocol based on the same trust model as Bitcoin. It divides each epoch into one Key-Block and multiple Micro-Blocks, effectively improving transaction processing capacity. Bitcoin-NG adopts a special incentive mechanism (i.e., the transaction fees in each epoch are split to the current and next leader) to maintain its security. However, there are some limitations to the existing incentive analysis of Bitcoin-NG in recent works. First, the incentive division method of Bitcoin-NG only includes some specific mining attack strategies of adversary, while ignoring more stubborn attack strategies. Second, once adversaries find a whale transaction, they will deviate from honest mining strategy to obtain extra reward. In this paper, we are committed to solving these two limitations. First, we propose a novel mining strategy named Greedy-Mine attack. Then, we formulate a Markov Decision Process (MDP) model to analyze the competition of honest miners and adversaries. Furthermore, we analysis the extra reward of adversaries and summarize the mining power proportion range required for malicious adversaries to launch Greedy-Mine to obtain extra returns. Finally, we make a backward-compatibility progressive modification to Bitcoin-NG protocol that would raise the threshold of propagation factor from zero to 1. Meanwhile, we get the winning condition of adversaries when adopting Greedy-Mine and honest mining, respectively. Simulation and experimental results indicate that Bitcoin-NG is not incentive compatible, which is vulnerable to Greedy-Mine attack.

Keyphrases: Bitcoin-NG, Blockchain, incentive mechanism, Markov Decision Process., Mining Strategy

@Booklet{EasyChair:10326,
  author = {Junjie Hu and Jiang Zhe and Chunxiang Xu},
  title = {Greedy-Mine: a Profitable Mining Attack Strategy in Bitcoin-NG},
  howpublished = {EasyChair Preprint no. 10326},

  year = {EasyChair, 2023}}