Federated Learning in Finance

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Federated Learning in Finance

Unlocking Privacy-Preserving and Cyber Resilience using AI

Finance and the finance industry Computer fraud and hacking Machine learning

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Language: English

Published by: CRC Press

Published on: 13th May 2026

Format: LCP-protected ePub

ISBN: 9781040869796


Federated Learning in Finance: Unlocking Privacy-Preserving and Cyber Resilience using AI

Federated Learning in Finance: Unlocking Privacy-Preserving and Cyber Resilience using AI is an edited volume designed to explore how Federated Intelligence can help the finance industry defend against cyber threats, detect fraud, and comply with regulations, all while keeping sensitive financial data secure and distributed.

This book provides a comprehensive roadmap for integrating federated learning (FL) and artificial intelligence (AI)-driven cyber security into financial ecosystems. Unlike conventional AI systems that require data centralization, Federated Intelligence enables financial institutions to collaborate securely, train powerful AI models, and combat cyber threats.

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