Federated Learning in Financial Services: A Path to Secure AI

Contributor(s): Sharma, Suvarna (Editor), Kumar, Jeetendra (Editor), Gupta, Rashmi (Editor), Balas, Valentina E (Editor), Dhiman, Gaurav (Editor)

ISBN: 9781041135890

Publisher: CRC Press

Hardcover

$166.99

Pub Date: September 29, 2026

Lexile Code: 0000

Features: Illustrated

Target Age Group: NA to NA

Physical Info: 0.88" H x 9.21" L x 6.14" W ( 1.53 lbs) 352 pages

BISAC Categories:

Computers | Computer Science | Artificial Intelligence | Natural Language Processing

Series: Responsible Technology and Intelligence

Descriptions, Reviews, etc.

Description:

This book reviews the increasing challenges of data privacy and regulatory constraints in the financial industry, highlighting how federated learning (FL) enables secure AI-driven financial services. Federated architectures, secure multi-party computation, differential privacy, and homomorphic encryption are covered.