Adaptive AI and quantum computing for real-time financial fraud detection and cyber-attack prevention in U.S. healthcare

This article explores the integration of adaptive AI and quantum computing to combat financial fraud and cyber-attacks in the U.S. healthcare sector. By leveraging deep neural networks, reinforcement learning, and quantum-enhanced models, we propose a hybrid framework capable of achieving high fraud detection accuracy and anomaly detection in real-time. Case studies and empirical evaluations demonstrate the superiority of the framework over traditional methods, while ethical and regulatory implications are addressed to ensure responsible deployment.

Authors

Publication Details

Journal
World Journal of Advanced Research and Reviews
Published
2025-05-22
DOI
https://doi.org/10.30574/wjarr.2025.26.2.1767
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
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article

Adaptive AI and quantum computing for real-time financial fraud detection and cyber-attack prevention in U.S. healthcare

Sunday Anwansedo, Alex Lwembawo Mukasa, Esther A. Makandah
World Journal of Advanced Research and Reviews
Big Data and Business Intelligence
article

Adaptive AI and quantum computing for real-time financial fraud detection and cyber-attack prevention in U.S. healthcare

Sunday Anwansedo, Alex Lwembawo Mukasa, Esther A. Makandah
article en

Abstract

This article explores the integration of adaptive AI and quantum computing to combat financial fraud and cyber-attacks in the U.S. healthcare sector. By leveraging deep neural networks, reinforcement learning, and quantum-enhanced models, we propose a hybrid framework capable of achieving high fraud detection accuracy and anomaly detection in real-time. Case studies and empirical evaluations demonstrate the superiority of the framework over traditional methods, while ethical and regulatory implications are addressed to ensure responsible deployment.

World Journal of Advanced Research and ReviewsVol. 26(2)
Openalex Percentile: Top 81%
Big Data and Business Intelligence
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