Improving credit card fraud detection using machine learning and GAN technology

Improving credit card fraud detection using machine learning and GAN technology

The motivation behind this study stems from identifying contemporary challenges associated with prosecuting electronic financial crimes. Highlights ongoing efforts to identify and address credit card fraud and fraud as there are many credit card fraud issues in the financial industry. Traditional me...

Full description

Bibliographic Details
Main Authors:	Thair Ali Najwan, Jasim Hasan Shahad, Ghandour Ahmad, Salam Al-Hchimy Zainab
Format:	Article
Language:	English
Published:	EDP Sciences 2024-01-01
Series:	BIO Web of Conferences
Online Access:	https://www.bio-conferences.org/articles/bioconf/pdf/2024/16/bioconf_iscku2024_00076.pdf

Similar Items

Utilizing GANs for Credit Card Fraud Detection: A Comparison of Supervised Learning Algorithms
by: Bandar Alshawi
Published: (2023-12-01)

Review of Machine Learning Approach on Credit Card Fraud Detection
by: Rejwan Bin Sulaiman, et al.
Published: (2022-05-01)

Credit Card Fraud Detection with Automated Machine Learning Systems
by: Vasilios Plakandaras, et al.
Published: (2022-12-01)

Enhancing Credit Card Fraud Detection: An Ensemble Machine Learning Approach
by: Abdul Rehman Khalid, et al.
Published: (2024-01-01)

Credit Card Fraud Detection and Identification using Machine Learning Techniques
by: Akhmed Kaleel, et al.
Published: (2023-12-01)

Fraud Detection and Identification in Credit Card Based on Machine Learning Techniques
by: Omega John Unogwu, et al.
Published: (2023-09-01)

Detection of Credit Card Fraud with Machine Learning Methods and Resampling Techniques
by: Moh. Badris Sholeh Rahmatullah, et al.
Published: (2022-12-01)

Enhanced Credit Card Fraud Detection Model Using Machine Learning
by: Noor Saleh Alfaiz, et al.
Published: (2022-02-01)

Classification of Credit Card Frauds Detection using machine learning techniques
by: Rasha Rokan Ismail, et al.
Published: (2023-10-01)

DETECTION OF CREDIT CARD FRAUDS WITH MACHINE LEARNING SOLUTIONS: AN EXPERIMENTAL APPROACH
by: Courage Mabani, et al.
Published: (2022-10-01)

Application of Machine Learning and Resampling Techniques to Credit Card Fraud Detection
by: Chinedu L. Udeze, et al.
Published: (2022-08-01)

Process theory of credit card fraud.
by: Lim, Amelia Hui Ting., et al.
Published: (2008)

Credit Card Fraud Detection in Card-Not-Present Transactions: Where to Invest?
by: Igor Mekterović, et al.
Published: (2021-07-01)

An Experimental Study With Imbalanced Classification Approaches for Credit Card Fraud Detection
by: Sara Makki, et al.
Published: (2019-01-01)

BEHAVIOR BASED CREDIT CARD FRAUD DETECTION USING SUPPORT VECTOR MACHINES
by: V. Dheepa, et al.
Published: (2012-07-01)

Credit Card Fraud Detection Using LSTM Algorithm
by: Yanash Azwin Mohmad
Published: (2022-09-01)

Credit Card Fraud Detection Methods: A Review
by: Pundkar Sumedh N., et al.
Published: (2023-01-01)

A Novel Framework for Credit Card Fraud Detection
by: Ayoub Mniai, et al.
Published: (2023-01-01)

Geo-location based credit card fraud detection
by: Lee, Boon Peng
Published: (2018)

Transfer Learning Strategies for Credit Card Fraud Detection
by: Bertrand Lebichot, et al.
Published: (2021-01-01)

Explainable Credit Card Fraud Detection with Image Conversion
by: duygu sinanc, et al.
Published: (2021-02-01)

Credit card fraud and detection techniques: a review
by: Linda Delamaire, et al.
Published: (2009-09-01)

A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection
by: Emilija Strelcenia, et al.
Published: (2023-03-01)

Credit card fraud detection in the era of disruptive technologies: A systematic review
by: Asma Cherif, et al.
Published: (2023-01-01)

Credit Card Fraud Detection Using New Preprocessing And Hybrid Machine Learning Techniques
by: Gasim, Esraa Faisal Malik
Published: (2023)

Credit Card Fraud Detection Using a New Hybrid Machine Learning Architecture
by: Esraa Faisal Malik, et al.
Published: (2022-04-01)

The Application of Random Forest to the Classification of Fake News
by: Thair Ali Najwan, et al.
Published: (2024-01-01)

A novel method for detecting credit card fraud problems
by: HaiChao Du, et al.
Published: (2024-01-01)

Credit Card Fraud Detection with Autoencoder and Probabilistic Random Forest
by: Tzu-Hsuan Lin, et al.
Published: (2021-10-01)

High-Cardinality Categorical Attributes and Credit Card Fraud Detection
by: Emanuel Mineda Carneiro, et al.
Published: (2022-10-01)

Methods of Handling Unbalanced Datasets in Credit Card Fraud Detection
by: Elena-Adriana Mînăstireanu, et al.
Published: (2020-03-01)

DATA MINING APPLICATION IN CREDIT CARD FRAUD DETECTION SYSTEM
by: FRANCISCA NONYELUM OGWUELEKA
Published: (2011-06-01)

Credit Card Fraud Detection using Deep Learning Techniques
by: Oona VOICAN
Published: (2021-01-01)

Using Variational Auto Encoding in Credit Card Fraud Detection
by: Huang Tingfei, et al.
Published: (2020-01-01)

Credit Card Fraud Detection through Parenclitic Network Analysis
by: Massimiliano Zanin, et al.
Published: (2018-01-01)

Fraud Prediction in Movie Theater Credit Card Transactions using Machine Learning
by: Areej Alshutayri
Published: (2023-06-01)

Application of the automated teller machine (ATM) card digit validation algorithm as a credit card fraud detection system
by: Khairul Muttaqin, et al.
Published: (2022-06-01)

A Review of Machine Learning Applications for Credit Card Fraud Detection with A Case study
by: Zahra Faraji
Published: (2022-02-01)

A Machine Learning Method with Hybrid Feature Selection for Improved Credit Card Fraud Detection
by: Ibomoiye Domor Mienye, et al.
Published: (2023-06-01)

Credit Card Fraud Detection Using State-of-the-Art Machine Learning and Deep Learning Algorithms
by: Fawaz Khaled Alarfaj, et al.
Published: (2022-01-01)