Conference
Minority class augmentation using GANs to improve the detection of anomalies in critical operations
Abstract
With the ever-increasing adoption of interconnected technologies and rapid digitization observed in modern-day life, many online networks and applications face constant threats to the security and integrity of their operations or services. For example, fraudsters and malicious entities are continuously evolving their techniques and approaches to bypass current measures in place to prevent financial fraud, vandalism in online knowledge bases and …
Authors
Hilal W; Wilkinson C; Giuliano A; Alsadi N; Surucu O; Gadsden SA; Yawney J
Volume
12113
Publisher
SPIE, the international society for optics and photonics
Publication Date
June 6, 2022
DOI
10.1117/12.2618858
Name of conference
Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications IV
Conference proceedings
Proceedings of SPIE--the International Society for Optical Engineering
ISSN
0277-786X