Wavelet Transform-based Methods for Forensic Analysis of Digital Images
Muhammad S. Mandisha,
Mohamed A. Hussien,
Amr K. Shalaby
et al.
Abstract:In recent years, Generative Adversarial Networks (GANs) have been utilized in many applications of our daily lives to create digital media that was previously impossible. This paper utilizes GANs in multimedia forensics, where the precision and accuracy of image classification are crucial. The objective of the study is to detect sophisticated manipulated images generated by advanced deep learning methods using classical transformation methods. The method combines the classical wavelet transform for feature ext… Show more
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