GENERATIVE AI IN REAL-TIME E-COMMERCE FRAUDDETECTION: A COMPARATIVE AND ETHICAL ANALYSIS
This paper will discuss generative AI models, such as GANs, VAEs, and a hybrid GAN-VAE, towards real-time fraud detection in e-commerce. GANs perform outstandingly in synthesizing fraudulent data, while VAEs detect complex patterns of fraud. The proposed hybrid method combines the respective strengths and achieves high...