Blockchain: A Graph Primer
Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu

TL;DR
This paper provides a comprehensive, accessible overview of blockchain technology, including its history, core concepts, graph-theoretical aspects, and future extensions like smart contracts and DAOs.
Contribution
It offers a unified, beginner-friendly primer on blockchain, integrating graph analysis and future extensions to clarify the technology's scope and potential.
Findings
Graph-theoretical analysis of blockchain structures
Explanation of smart contracts and decentralized autonomous organizations
Future outlook on blockchain evolution
Abstract
Bitcoin and its underlying technology, blockchain, have gained significant popularity in recent years. Satoshi Nakamoto designed Bitcoin to enable a secure, distributed platform without the need for central authorities, and blockchain has been hailed as a paradigm that will be as impactful as Big Data, Cloud Computing, and Machine Learning. Blockchain incorporates innovative ideas from various fields, such as public-key encryption and distributed systems. As a result, readers often encounter resources that explain Blockchain technology from a single perspective, leaving them with more questions than answers. In this primer, we aim to provide a comprehensive view of blockchain. We will begin with a brief history and introduce the building blocks of the blockchain. As graph mining is a major area of blockchain analysis, we will delve into the graph-theoretical aspects of Blockchain…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBlockchain Technology Applications and Security · Complex Network Analysis Techniques · Peer-to-Peer Network Technologies
