Intelligent Forensic Analysis for Deep Fake Video Detection Using AI

Abstract

Techniques for creating and
manipulating multimedia information
have progressed to the point where they
can now ensure a high degree of realism.
Deep Fake is a generative deep learning
algorithm that creates or modifies face
features in a super realistic form, in
which it is difficult to distinguish between
real and fake features. This technology
has greatly advanced and promotes a
wide range of applications in TV
channels, video game industries, and
cinema, such as improving visual effects
in movies, as well as a variety of criminal
activities, such as misinformation
generation by mimicking famous people.
To identify and classify Deep Fakes,
research in Deep Fake detection using
deep neural networks (DNNs),RNN,GRU
has attracted increased interest. Basically,
Deep Fake is the regenerated media that
is obtained by injecting or replacing some
information within the DNN model.