A survey on deep learning-based image forgery detection
Image is known as one of the communication tools between humans. With the development
and availability of digital devices such as cameras and cell phones, taking images has …
and availability of digital devices such as cameras and cell phones, taking images has …
Survey on image copy-move forgery detection
M Verma, D Singh - Multimedia Tools and Applications, 2024 - Springer
In this digital era, a huge amount of images are flooding the internet, which is extensively
used for digital communications, and are also regarded as a significant source of information …
used for digital communications, and are also regarded as a significant source of information …
Image forgery detection: a survey of recent deep-learning approaches
M Zanardelli, F Guerrini, R Leonardi… - Multimedia Tools and …, 2023 - Springer
In the last years, due to the availability and easy of use of image editing tools, a large
amount of fake and altered images have been produced and spread through the media and …
amount of fake and altered images have been produced and spread through the media and …
Deep learning-based digital image forgery detection system
The advancements of technology in every aspect of the current age are leading to the
misuse of data. Researchers, therefore, face the challenging task of identifying these …
misuse of data. Researchers, therefore, face the challenging task of identifying these …
Optimization of a pre-trained AlexNet model for detecting and localizing image forgeries
With the advance of many image manipulation tools, carrying out image forgery and
concealing the forgery is becoming easier. In this paper, the convolution neural network …
concealing the forgery is becoming easier. In this paper, the convolution neural network …
[Retracted] Design of Automated Deep Learning‐Based Fusion Model for Copy‐Move Image Forgery Detection
N Krishnaraj, B Sivakumar… - Computational …, 2022 - Wiley Online Library
Due to the exponential growth of high‐quality fake photos on social media and the Internet, it
is critical to develop robust forgery detection tools. Traditional picture‐and video‐editing …
is critical to develop robust forgery detection tools. Traditional picture‐and video‐editing …
ConvNet frameworks for multi-modal fake news detection
An upsurge of false information revolves around the internet. Social media and websites are
flooded with unverified news posts. These posts are comprised of text, images, audio, and …
flooded with unverified news posts. These posts are comprised of text, images, audio, and …
Convolutional block attention based network for copy-move image forgery detection
M Sabeena, L Abraham - Multimedia Tools and Applications, 2024 - Springer
Computer-generated picture forgery is a growing problem due to the development of easily
available technology that makes the forging procedure very simple. In response, numerous …
available technology that makes the forging procedure very simple. In response, numerous …
Deep learning-based technique for image tamper detection
S Manjunatha, MM Patil - 2021 Third International Conference …, 2021 - ieeexplore.ieee.org
The objective of the research work is to thoroughly study existing methodologies for
detecting passive image tampering using deep learning techniques. Here, survey is …
detecting passive image tampering using deep learning techniques. Here, survey is …
A Generalized Model for Identifying Fake Digital Images through the Application of Deep Learning
Digital photography usage plays a major role in today's daily communication. Digital picture
modification and tampering have become a lot easier because of enhanced technology in …
modification and tampering have become a lot easier because of enhanced technology in …