[HTML][HTML] Financial fraud: a review of anomaly detection techniques and recent advances
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 …
acts of fraud have become much more prevalent in the financial industry, costing institutions …
Fraud detection system: A survey
The increment of computer technology use and the continued growth of companies have
enabled most financial transactions to be performed through the electronic commerce …
enabled most financial transactions to be performed through the electronic commerce …
Using generative adversarial networks for improving classification effectiveness in credit card fraud detection
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 …
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 …
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
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 …
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 …
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
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 …
commerce, lowering the geographical boundaries for retail. While e-commerce is still …
Ffd: A federated learning based method for credit card fraud detection
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 …
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 …
application of data mining techniques for the detection of financial fraud. Although financial …
A cost-sensitive decision tree approach for fraud detection
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 …
resulting in huge financial losses. Though fraud prevention mechanisms such as CHIP&PIN …