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.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-31
DOI
https://doi.org/10.5281/zenodo.17337580
Primary Topic
Organizational and Employee Performance
Type
article
Field-Weighted Citation Impact
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article

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

Zenodo (CERN European Organization for Nuclear Research)
Organizational and Employee Performance
article

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

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.

Zenodo (CERN European Organization for Nuclear Research)
Southern University and Agricultural and Mechanical College (US), University of Georgia (US), Georgia State University (US), Chicago State University (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 24%
Organizational and Employee Performance
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