Cognitive Computing: Bridging Human and Machine Intelligence

This paper presents a novel approach to decentralized AI that utilizes blockchain technology to enhance data privacy. By combining federated learning with blockchain's immutable ledger, we create a secure framework that allows multiple parties to collaborate on AI model training without exposing sensitive data. Our findings show that this method not only preserves privacy but also improves model performance through diverse data contributions. This paradigm shift offers significant implications for industries requiring stringent data protection, such as healthcare and finance.

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Publication Details

Journal
Journal of computing and artificial intelligence
Published
2024-11-10
DOI
https://doi.org/10.69591/jcai.2.1.5
Primary Topic
Cognitive Computing and Networks
Type
article
Field-Weighted Citation Impact
0.00
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article

Cognitive Computing: Bridging Human and Machine Intelligence

Habib Mehmood
Journal of computing and artificial intelligence
Cognitive Computing and Networks
article

Cognitive Computing: Bridging Human and Machine Intelligence

Habib Mehmood
article en

Abstract

This paper presents a novel approach to decentralized AI that utilizes blockchain technology to enhance data privacy. By combining federated learning with blockchain's immutable ledger, we create a secure framework that allows multiple parties to collaborate on AI model training without exposing sensitive data. Our findings show that this method not only preserves privacy but also improves model performance through diverse data contributions. This paradigm shift offers significant implications for industries requiring stringent data protection, such as healthcare and finance.

Journal of computing and artificial intelligenceVol. 2(1)
University of Lahore (PK)
Openalex Percentile: Top 71%
Cognitive Computing and Networks
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