区块链初识以及Understanding Ethereum via Graph Analysis笔记 Understanding Ethereum via Graph Analysis是2018年 IEEE INFOCOM 上的一篇best paper, 这篇论文用到的数学知识并不是很多,但是把以太坊的一些重要问题讲的很清楚,非常适合区块链入门。在阅读这篇论文之前,我几乎没有什么区块链方面的基础,但也能比较流畅...
Graph analysisEthereum, a blockchain, supports its own cryptocurrency named Ether and smart contracts. Although more than 8M smart contracts have been deployed on Ethereum, little is known about the characteristics of its users, smart contracts, and the relationships among them. We conduct the ...
In general, we observe a strong focus on the Ethereum blockchain in our literature basket, while other blockchains with DeFi activities (e.g., Solana, Polygon, Cosmos) are only investigated by individual publications. We structure the following aggregation and discussion of the present body of...
However, the analysis of Ethereum transaction records remains under-explored. In this chapter, we model Ethereum transaction records as a complex network and further study the problem of phishing detection and transaction tracking via node classification and link prediction, respectively, which provides...