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Deep fake Detection
Subject area: Science,Engineering and Technology · Area of research: Deep Learning
Abstract
The expeditious progress in facial image generation and exploitation has now come to a point where it raises serious concerns to the social and political society. This leads to the creation of fake information and new which ultimately results in loss of trust in digital content. We have developed a detection model using convolution neural network (CNN) for face detection and Recurrent neural network (RNN) for video classification. Even though this technology is remarkable it leads to social and political concerns. So far, with the help of released tools for the generation of deep fake videos have been widely used to create fake celebrity videos or revenge porn and fake political speeches, etc. Governmental entities are already looking into the issue of these fake videos which are likely to create political tensions. so, it is essential to have a tool for detecting these fake videos. (We need AI to fight an AI)
Keywords
Convolution Neural Networks (CNN), LSTM, RNN.
How to cite this paper
@article{1702830,
author = {K. Rakesh, M. Veera Mani Kanta, M. Mahesh Reddy, M. Tejaggna, Ms. R. Tejaswini},
title = {Deep fake Detection},
journal = {Iconic Research And Engineering Journals},
year = {2021},
volume = {5},
number = {1},
pages = {182-187},
issn = {2456-8880},
url = {https://www.irejournals.com/formatedpaper/1702830.pdf},
abstract = {The expeditious progress in facial image generation and exploitation has now come to a point where it raises serious concerns to the social and political society. This leads to the creation of fake information and new which ultimately results in loss of trust in digital content. We have developed a detection model using convolution neural network (CNN) for face detection and Recurrent neural network (RNN) for video classification. Even though this technology is remarkable it leads to social and political concerns. So far, with the help of released tools for the generation of deep fake videos have been widely used to create fake celebrity videos or revenge porn and fake political speeches, etc. Governmental entities are already looking into the issue of these fake videos which are likely to create political tensions. so, it is essential to have a tool for detecting these fake videos. (We need AI to fight an AI)},
keywords = {Convolution Neural Networks (CNN), LSTM, RNN.},
month = {July},
}