Unmasking digital deceptions: An integrative review of deepfake detection, multimedia forensics, and cybersecurity challenges

Deepfakes, which are driven by developments in generative AI, seriously jeopardize public trust, cybersecurity, and the veracity of information. This study offers a comprehensive analysis of the most recent methods for creating and detecting deepfakes in image, video, and audio modalities. With a fo...

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Bibliographic Details

Published in:	MethodsX
Main Authors:	Sonam Singh, Amol Dhumane
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Deepfake detection Generative adversarial networks (GANs) Synthetic media, biometric spoofing Cyber security threats Multimedia forensics AI policy frameworks
Online Access:	http://www.sciencedirect.com/science/article/pii/S2215016125004765