Image forgery detection: comprehensive review of digital forensics approaches

S Singh, R Kumar - Journal of Computational Social Science, 2024 - Springer
Image is a powerful way to share information in the digital world. The sources of images are
everywhere, magazines, newspapers, healthcare, entertainment, education, social media …

Deepfakes: evolution and trends

R Gil, J Virgili-Gomà, JM López-Gil, R García - Soft Computing, 2023 - Springer
This study conducts research on deepfakes technology evolution and trends based on a
bibliometric analysis of the articles published on this topic along with six research questions …

Using deep learning to detecting deepfakes

J Mallet, R Dave, N Seliya… - 2022 9th International …, 2022 - ieeexplore.ieee.org
In the recent years, social media has grown to become a major source of information for
many online users. This has given rise to the spread of misinformation through deepfakes …

Detection of image level forgery with various constraints using DFDC full and sample datasets

B Lamichhane, K Thapa, SH Yang - Sensors, 2022 - mdpi.com
The emergence of advanced machine learning or deep learning techniques such as
autoencoders and generative adversarial networks, can generate images known as …

Image forgery detection using deep neural network

A Singh, J Singh - 2021 8th International conference on signal …, 2021 - ieeexplore.ieee.org
Due to the availability of deep networks, progress has been made in the field of image
recognition. Images and videos are spreading very conveniently and with the availability of …

Deep Residual Learning for Unmasking DeepFake

T Bikku, K Bhargavi, J Bhavitha… - … on Advances in …, 2023 - ieeexplore.ieee.org
Recently, DeepFake has gained a lot of popularity, any multimedia output created with deep
learning technology that appears realistic to viewers is referred to as" DeepFake." Despite …

Detection of Deep Fake Images Using Convolutional Neural Networks

G Aggarwal, AK Srivastava, K Jhajharia… - 2023 3rd …, 2023 - ieeexplore.ieee.org
Images are frequently manipulated for various purposes, often serving the interests of
specific parties. Given that images are commonly regarded as evidence of reality, their …

Image Forgery Detection using ELA and CNN

S Patankar, A Joshi, G Durge, A Jaid… - 2023 2nd …, 2023 - ieeexplore.ieee.org
Picture tampering has recently increased due to the increasing popularity of photo-editing
software, making it difficult to determine the authenticity of an image with the naked eye. To …

Detecting Deepfakes: A Novel Framework Employing XceptionNet-Based Convolutional Neural Networks.

A Saxena, D Yadav, M Gupta, S Phulre… - Traitement du …, 2023 - search.ebscohost.com
Social networking sites have become primary sources of information for web users, making
the rapid dissemination of deepfakes a cause for concern. Deepfakes are digitally …

The Effect of Covid—19 Pandemic on the Use of Vehicle Rental Technology (Ojek) Applications

Y Efendy, MH Syaputra, K Honggiarto, FL Gaol… - International Conference …, 2023 - Springer
This research aims to analyze and determine the impact of the Covid-19 pandemic on
people's behavior in Indonesia by using the Ojek online application during the Covid-19 …