International Journal For Multidisciplinary Research

E-ISSN: 2582-2160   •   Impact Factor: 9.24

A Widely Indexed Open Access Peer Reviewed Multidisciplinary Bi-monthly Scholarly International Journal

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Volume 7 Issue 2
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Deepfake Detection: A Comprehensive Review of Techniques and Challenges

Author(s) Mr. Vedant Vijay Chaudhari, Mr. Rupesh Sanjay Darpe, Mr. Salil Sanjay Gujar, Mr. Rajaram Dilip Desai, Dr. Jaychand Upadhyay
Country India
Abstract This review consolidates key findings from research papers focusing on deepfake detection, highlighting the challenges posed by manipulated media and evaluating detection methodologies such as CNNs, GAN-based models, and datasets like FaceForensics++. The discussion underscores the implications of deepfakes on trust in digital media and explores advancements in combating synthetic content through machine learning techniques
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 7, Issue 2, March-April 2025
Published On 2025-04-12
DOI https://doi.org/10.36948/ijfmr.2025.v07i02.41306
Short DOI https://doi.org/g9fcdj
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