An updated survey on the convergence of distributed ledger technology and artificial intelligence : current state, major challenges and future direction

dc.contributor.authorBellagarda, Jagger S.
dc.contributor.authorAbu-Mahfouz, Adnan Mohammed
dc.contributor.emailu15165702@tuks.co.zaen_US
dc.date.accessioned2022-11-22T10:39:47Z
dc.date.available2022-11-22T10:39:47Z
dc.date.issued2022-05-09
dc.description.abstractIn recent times, Artificial Intelligence (AI) and Distributed Ledger Technology (DLT) have become two of the most discussed sectors in Information Technology, with each having made a major impact. This has generated space for further innovation to occur in the convergence of the two technologies. In this paper, we gather, analyse, and present a detailed review of the convergence of AI and DLT in a vice versa manner. We review how AI is impacts DLT by focusing on AI-based consensus algorithms, smart contract security, selfish mining, decentralized coordination, DLT fairness, non-fungible tokens, decentralized finance, decentralized exchanges, decentralized autonomous organizations, and blockchain oracles. In terms of the impact DLT has on AI, the areas covered include AI data privacy, explainable AI, smart contract-based AIs, parachains, decentralized neural networks, Internet of Things, 5G technology and data markets, and sharing. Furthermore, we identify research gaps and discuss open research challenges in developing future directions.en_US
dc.description.departmentElectrical, Electronic and Computer Engineeringen_US
dc.description.urihttps://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639en_US
dc.identifier.citationJ. S. Bellagarda and A. M. Abu-Mahfouz, "An Updated Survey on the Convergence of Distributed Ledger Technology and Artificial Intelligence: Current State, Major Challenges and Future Direction," in IEEE Access, vol. 10, pp. 50774-50793, 2022, doi: 10.1109/ACCESS.2022.3173297.en_US
dc.identifier.issn2169-3536 (online)
dc.identifier.other10.1109/ACCESS.2022.3173297
dc.identifier.urihttps://repository.up.ac.za/handle/2263/88423
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineersen_US
dc.rightsThis work is licensed under a Creative Commons Attribution 4.0 License.en_US
dc.subjectDistributed ledgeren_US
dc.subjectArtificial intelligence (AI)en_US
dc.subjectBlockchainen_US
dc.subjectData miningen_US
dc.subjectData privacyen_US
dc.subjectElectronic moneyen_US
dc.subjectInternet of Things (IoT)en_US
dc.subjectNeural netsen_US
dc.subjectCovergenceen_US
dc.subjectBitcoinen_US
dc.subjectDistributed ledger technology (DLT)en_US
dc.titleAn updated survey on the convergence of distributed ledger technology and artificial intelligence : current state, major challenges and future directionen_US
dc.typeArticleen_US

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Bellagarda_Updated_2022.pdf
Size:
1.77 MB
Format:
Adobe Portable Document Format
Description:
Article

License bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
license.txt
Size:
1.75 KB
Format:
Item-specific license agreed upon to submission
Description: