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Identification and mitigation of fraudulent online transactions using authentication and fraud detection system

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Identification and mitigation of fraudulent online transactions using authentication and fraud detection system/ by Vipin Khattri ... [et al.].
其他作者:	Khattri, Vipin.
出版者:	Singapore :Springer Nature Singapore : : 2024.,
面頁冊數:	xxviii, 157 p. :ill. (some col.), digital ;24 cm.
內容註:	Chapter-1: Introduction -- Chapter-2: Online Payment Transaction System -- Chapter-3: Online Payment Transaction Fraud -- Chapter-4: Design Framework for Online Payment Transaction Fraud Detection -- Chapter-5 Design and Implementation of Three-Defense Wall Authentication Framework -- Chapter-6 Design and Implementation of Fraud Detection-Decision Support System Framework -- Chapter-7 Design and Implementation of Deep Autoencoder Fraud Detection Model -- Chapter-8 Performance Analytics of Online payment Fraud Detection Framework -- Chapter-9 Conclusions -- Chapter-10 Future Directions -- Appendices.
Contained By:	Springer Nature eBook
標題:	Electronic funds transfers - Security measures. -
電子資源:	https://doi.org/10.1007/978-981-97-4888-4
ISBN:	9789819748884

Identification and mitigation of fraudulent online transactions using authentication and fraud detection system
Identification and mitigation of fraudulent online transactions using authentication and fraud detection system[electronic resource] /by Vipin Khattri ... [et al.]. - Singapore :Springer Nature Singapore :2024. - xxviii, 157 p. :ill. (some col.), digital ;24 cm. - Studies in smart technologies,3004-989X. - Studies in smart technologies..

Chapter-1: Introduction -- Chapter-2: Online Payment Transaction System -- Chapter-3: Online Payment Transaction Fraud -- Chapter-4: Design Framework for Online Payment Transaction Fraud Detection -- Chapter-5 Design and Implementation of Three-Defense Wall Authentication Framework -- Chapter-6 Design and Implementation of Fraud Detection-Decision Support System Framework -- Chapter-7 Design and Implementation of Deep Autoencoder Fraud Detection Model -- Chapter-8 Performance Analytics of Online payment Fraud Detection Framework -- Chapter-9 Conclusions -- Chapter-10 Future Directions -- Appendices.

The book explores comprehensive demonstration of the performance analytics following the implementation of the authentication and fraud detection system strategies. These evaluations are based on different performance metrics such as accuracy, true positive rate, true negative rate, precision, g-mean, f1-score and receiver operating characteristic curve. This book highlights effectiveness of the implemented authentication and fraud detection system based on their performance statistics. Additionally, it explores the limitations and social impact of the developed online transaction system, offering insights into potential areas for future research.

ISBN: 9789819748884

Standard No.: 10.1007/978-981-97-4888-4doiSubjects--Topical Terms:

654522
Electronic funds transfers
--Security measures.

LC Class. No.: HG1710

Dewey Class. No.: 332.178

Identification and mitigation of fraudulent online transactions using authentication and fraud detection system
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520 $a The book explores comprehensive demonstration of the performance analytics following the implementation of the authentication and fraud detection system strategies. These evaluations are based on different performance metrics such as accuracy, true positive rate, true negative rate, precision, g-mean, f1-score and receiver operating characteristic curve. This book highlights effectiveness of the implemented authentication and fraud detection system based on their performance statistics. Additionally, it explores the limitations and social impact of the developed online transaction system, offering insights into potential areas for future research.
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