[HTML][HTML] Financial fraud: a review of anomaly detection techniques and recent advances

W Hilal, SA Gadsden, J Yawney - Expert systems With applications, 2022 - Elsevier
With the rise of technology and the continued economic growth evident in modern society,
acts of fraud have become much more prevalent in the financial industry, costing institutions …

Fraud detection system: A survey

A Abdallah, MA Maarof, A Zainal - Journal of Network and Computer …, 2016 - Elsevier
The increment of computer technology use and the continued growth of companies have
enabled most financial transactions to be performed through the electronic commerce …

Using generative adversarial networks for improving classification effectiveness in credit card fraud detection

U Fiore, A De Santis, F Perla, P Zanetti, F Palmieri - Information Sciences, 2019 - Elsevier
In the last years, the number of frauds in credit card-based online payments has grown
dramatically, pushing banks and e-commerce organizations to implement automatic fraud …

Enhanced credit card fraud detection model using machine learning

NS Alfaiz, SM Fati - Electronics, 2022 - mdpi.com
The COVID-19 pandemic has limited people's mobility to a certain extent, making it difficult
to purchase goods and services offline, which has led the creation of a culture of increased …

An experimental study with imbalanced classification approaches for credit card fraud detection

S Makki, Z Assaghir, Y Taher, R Haque… - IEEE …, 2019 - ieeexplore.ieee.org
Credit card fraud is a criminal offense. It causes severe damage to financial institutions and
individuals. Therefore, the detection and prevention of fraudulent activities are critically …

Enhanced credit card fraud detection based on SVM-recursive feature elimination and hyper-parameters optimization

N Rtayli, N Enneya - Journal of Information Security and Applications, 2020 - Elsevier
With the growth of online shop**, Credit Card Fraud (CCF) comes out as a serious
menace. For this end, the automatic and real-time fraud detection field calls for several …

APATE: A novel approach for automated credit card transaction fraud detection using network-based extensions

V Van Vlasselaer, C Bravo, O Caelen… - Decision support …, 2015 - Elsevier
In the last decade, the ease of online payment has opened up many new opportunities for e-
commerce, lowering the geographical boundaries for retail. While e-commerce is still …

Ffd: A federated learning based method for credit card fraud detection

W Yang, Y Zhang, K Ye, L Li, CZ Xu - … Congress, Held as Part of the …, 2019 - Springer
Credit card fraud has caused a huge loss to both banks and consumers in recent years.
Thus, an effective Fraud Detection System (FDS) is important to minimize the loss for banks …

The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature

EWT Ngai, Y Hu, YH Wong, Y Chen, X Sun - Decision support systems, 2011 - Elsevier
This paper presents a review of—and classification scheme for—the literature on the
application of data mining techniques for the detection of financial fraud. Although financial …

A cost-sensitive decision tree approach for fraud detection

Y Sahin, S Bulkan, E Duman - Expert Systems with Applications, 2013 - Elsevier
With the developments in the information technology, fraud is spreading all over the world,
resulting in huge financial losses. Though fraud prevention mechanisms such as CHIP&PIN …