Xingwang Ju*
Journal of Cyber Security, Vol.2, No.4, pp. 197-207, 2020, DOI:10.32604/jcs.2020.014310
Abstract Due to the power of editing tools, new types of fake faces are being
created and synthesized, which has attracted great attention on social media. It is
reasonable to acknowledge that one human cannot distinguish whether the face is
manipulated from the real faces. Therefore, the detection of face manipulation
becomes a critical issue in digital media forensics. This paper provides an
overview of recent deep learning detection models for face manipulation. Some
public dataset used for face manipulation detection is introduced. On this basis,
the challenges for the research and the potential future directions are analyzed
and discussed. More >
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