Unveiling copy-move forgeries: Enhancing detection with SuperPoint keypoint architecture

A Diwan, D Kumar, R Mahadeva, HCS Perera… - IEEE …, 2023 - ieeexplore.ieee.org
The authentication of digital images poses a significant challenge due to the wide range of
image forgery techniques employed, with one notable example being a copy-move forgery …

A transformer–CNN for deep image inpainting forensics

X Zhu, J Lu, H Ren, H Wang, B Sun - The Visual Computer, 2023 - Springer
As an advanced image editing technology, image inpainting leaves very weak traces in the
tampered image, causing serious security issues, particularly those based on deep learning …

An efficient model for copy-move image forgery detection

KT Huynh, TN Ly, T Le-Tien - International Journal of Web Information …, 2022 - emerald.com
Purpose This study aims to solve problems of detecting copy-move images. With input
images, the problem aims to: Confirm the original or forgery of the images, evaluate the …

Image Forgery Detection Using Machine Learning

R Kaladevi, EFFX Mary, A Rocha - Disruptive Technologies for …, 2024 - taylorfrancis.com
In the world of the internet, image forgery has become a prolific method for nefarious users
all around the globe. With the humongous amount of data surrounding the internet, it has …