The Design Principle of Blockchain: An Initiative for the SoK of SoKs
- URL: http://arxiv.org/abs/2301.00479v1
- Date: Sun, 1 Jan 2023 21:57:25 GMT
- Title: The Design Principle of Blockchain: An Initiative for the SoK of SoKs
- Authors: Sunshine Zhang
- Abstract summary: Decentralized AI can empower to be more trustworthy by creating a decentralized trust of privacy, security, and audibility.
However, systematic studies on the design principle of AI as a trust engine for an integrated society of Cyber-Physical-System are still absent.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Blockchain, also coined as decentralized AI, has the potential to empower AI
to be more trustworthy by creating a decentralized trust of privacy, security,
and audibility. However, systematic studies on the design principle of
Blockchain as a trust engine for an integrated society of
Cyber-Physical-Socia-System (CPSS) are still absent. In this article, we
provide an initiative for seeking the design principle of Blockchain for a
better digital world. Using a hybrid method of qualitative and quantitative
studies, we examine the past origin, the current development, and the future
directions of Blockchain design principles. We have three findings. First, the
answers to whether Blockchain lives up to its original design principle as a
distributed database are controversial. Second, the current development of
Blockchain community reveals a taxonomy of 7 categories, including privacy and
security, scalability, decentralization, applicability, governance and
regulation, system design, and cross-chain interoperability. Both research and
practice are more centered around the first category of privacy and security
and the fourth category of applicability. Future scholars, practitioners, and
policy-makers have vast opportunities in other, much less exploited facets and
the synthesis at the interface of multiple aspects. Finally, in
counter-examples, we conclude that a synthetic solution that crosses discipline
boundaries is necessary to close the gaps between the current design of
Blockchain and the design principle of a trust engine for a truly intelligent
world.
Related papers
- Mastering AI: Big Data, Deep Learning, and the Evolution of Large Language Models -- Blockchain and Applications [17.293955748551053]
The article begins with an introduction to cryptography fundamentals.
It covers topics such as proof-of-work, proof-of-stake, and smart contracts.
The article concludes by addressing the current state of academic research on blockchain.
arXiv Detail & Related papers (2024-10-14T02:56:36Z) - IT Strategic alignment in the decentralized finance (DeFi): CBDC and digital currencies [49.1574468325115]
Decentralized finance (DeFi) is a disruptive-based financial infrastructure.
This paper seeks to answer two main questions 1) What are the common IT elements in the DeFi?
And 2) How the elements to the IT strategic alignment in DeFi?
arXiv Detail & Related papers (2024-05-17T10:19:20Z) - Blockchains for Internet of Things: Fundamentals, Applications, and Challenges [38.29453164670072]
Not every blockchain system is suitable for specific IoT applications.
Public blockchains are not suitable for storing sensitive data.
We explore the blockchain's application in three pivotal IoT areas: edge AI, communications, and healthcare.
arXiv Detail & Related papers (2024-05-08T04:25:57Z) - Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning [51.13534069758711]
Decentralized approaches like blockchain offer a compelling solution by implementing a consensus mechanism among multiple entities.
Federated Learning (FL) enables participants to collaboratively train models while safeguarding data privacy.
This paper investigates the synergy between blockchain's security features and FL's privacy-preserving model training capabilities.
arXiv Detail & Related papers (2024-03-28T07:08:26Z) - Generative AI-enabled Blockchain Networks: Fundamentals, Applications,
and Case Study [73.87110604150315]
Generative Artificial Intelligence (GAI) has emerged as a promising solution to address challenges of blockchain technology.
In this paper, we first introduce GAI techniques, outline their applications, and discuss existing solutions for integrating GAI into blockchains.
arXiv Detail & Related papers (2024-01-28T10:46:17Z) - Blockchain-Empowered Trustworthy Data Sharing: Fundamentals,
Applications, and Challenges [32.33334974604895]
Various data-sharing platforms have emerged with the growing public demand for open data and legislation mandating certain data to remain open.
Most of these platforms remain opaque, leading to many questions about data accuracy, provenance and lineage, privacy implications, consent management, and the lack of fair incentives for data providers.
With their transparency, immutability, non-repudiation, and decentralization properties, blockchains could not be more apt to answer these questions and enhance trust in a data-sharing platform.
arXiv Detail & Related papers (2023-03-12T02:56:52Z) - Social Choice Around the Block: On the Computational Social Choice of
Blockchain [7.310043452300736]
The present paper argues for the importance of computational social choice in blockchain research.
It identifies a few challenges at the interface of the two fields that illustrate the strong potential for cross-fertilization between them.
arXiv Detail & Related papers (2022-03-15T10:56:10Z) - Quantum-resistance in blockchain networks [46.63333997460008]
This paper describes the work carried out by the Inter-American Development Bank, the IDB Lab, LACChain, Quantum Computing (CQC), and Tecnologico de Monterrey to identify and eliminate quantum threats in blockchain networks.
The advent of quantum computing threatens internet protocols and blockchain networks because they utilize non-quantum resistant cryptographic algorithms.
arXiv Detail & Related papers (2021-06-11T23:39:25Z) - Blockchain in the management of science: conceptual models, promises and
challenges [0.0]
Proponents of blockchain for science present this technology as a tool to make science free from bias, red tape, data fraud, as well as provide innovative means to secure financial backing for new ideas.
One issue concerns introducing crypto economy, with its financial incentives, into science, a field that emphasizes disinterested and non-pecuniary pursuit of truth.
arXiv Detail & Related papers (2020-06-09T19:49:32Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.