Federated Learning-Based Credit Card Fraud Detection: A Comparative Analysis of Advanced Machine Learning Models
Because of the privacy concerns about the transaction data, it is essential not to leak it when training prediction models for credit card fraud analysis. Challenges for credit card fraud monitoring include highly imbalanced datasets and the need for advanced models to detect fraud patterns. This pa...
Saved in:
Main Author: | Zheng Han |
---|---|
Format: | Article |
Language: | English |
Published: |
EDP Sciences
2025-01-01
|
Series: | ITM Web of Conferences |
Online Access: | https://www.itm-conferences.org/articles/itmconf/pdf/2025/01/itmconf_dai2024_01022.pdf |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
A Comprehensive Investigation of Fraud Detection Behavior in Federated Learning
by: Sun Rui
Published: (2025-01-01) -
YOU and YOUR CREDIT: Credit Card Basics
by: Joan P. Elmore, et al.
Published: (2008-10-01) -
YOU and YOUR CREDIT: Credit Card Basics
by: Joan P. Elmore, et al.
Published: (2008-10-01) -
Choosing A Credit Card
by: Mary N. Harrison
Published: (2005-06-01) -
Choosing A Credit Card
by: Mary N. Harrison
Published: (2005-06-01)