Systematic Review on Decentralised Artificial Intelligence and Its Applications

Title

Systematic Review on Decentralised Artificial Intelligence and Its Applications

Creator

Vincent M.; George A.E.; Christa T.S.; Jayapandian N.

Description

Initially, Artificial Intelligence (AI) models were centralized. This resulted in various challenges. To overcome this challenge, the decentralized or distributed frameworks were developed. Recent advancements in blockchain technology and cryptography have accelerated the decentralization process. Decentralized Artificial Intelligence (DAI) is gaining a significant research attention in recent times. This study reviews various DAI techniques such as Decentralized machine learning frameworks, Federated Learning and Distributed AI marketplaces. In particular, this study focuses on reviewing the recent developments in DAI by analyzing its potential advantages and challenges. 2023 IEEE.

Source

International Conference on Innovative Data Communication Technologies and Application, ICIDCA 2023 - Proceedings, pp. 241-246.

Date

2023-01-01

Publisher

Institute of Electrical and Electronics Engineers Inc.

Subject

Artificial Intelligence; Blockchain; Data Privacy; Decentralised; Federated Learning; Machine Learning

Coverage

Vincent M., Christ University, Department of Cse, Bangalore, India; George A.E., Christ University, Department of Cse, Bangalore, India; Christa T.S., Christ University, Department of Cse, Bangalore, India; Jayapandian N., Christ University, Department of Cse, Bangalore, India

Rights

Restricted Access

Relation

ISBN: 979-835039720-8

Format

Online

Language

English

Type

Conference paper

Identifier

https://doi.org/10.1109/ICIDCA56705.2023.10100017

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85159081131&doi=10.1109%2fICIDCA56705.2023.10100017&partnerID=40&md5=fc54eb211df68578b0ce00e71af94b5d