Deepfakes Detection Techniques Using Deep Learning: A Survey

نویسندگان

چکیده

Deep learning is an effective and useful technique that has been widely applied in a variety of fields, including computer vision, machine natural language processing. Deepfakes uses deep technology to manipulate images videos person humans cannot differentiate them from the real one. In recent years, many studies have conducted understand how deepfakes work approaches based on introduced detect or images. this paper, we conduct comprehensive review creation detection technologies using approaches. addition, give thorough analysis various their application detection. Our study will be beneficial for researchers field as it cover state-of-art methods discover social contents. help comparison with existing works because detailed description latest dataset used domain.

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ژورنال

عنوان ژورنال: Journal of computer and communications

سال: 2021

ISSN: ['2327-5219', '2327-5227']

DOI: https://doi.org/10.4236/jcc.2021.95003