Unmasking Deception: Empowering Deepfake Detection with Vision Transformer Network

MA Arshed, A Alwadain, R Faizan Ali, S Mumtaz… - Mathematics, 2023 - mdpi.com
With the development of image-generating technologies, significant progress has been
made in the field of facial manipulation techniques. These techniques allow people to easily …

ConjunctiveNet: an improved deep learning-based conjunctive-eyes segmentation and severity detection model

S Pahwa, A Kaur, P Dhiman… - International Journal of …, 2024 - emerald.com
Purpose The study aims to enhance the detection and classification of conjunctival eye
diseases' severity through the development of ConjunctiveNet, an innovative deep learning …

An MSDCNN-LSTM framework for video frame deletion forensics

C Feng, D Wu, T Wu, L Wei - Multimedia Tools and Applications, 2024 - Springer
Frame deletion detection is a challenging task in the field of digital video forensics. This
paper proposes a deep-learning-based frame deletion detection method for single-shot …

A LightWeight IntraFrame Forgery Detection Model for Surveillance Videos

PG Prathibha, PS Tamizharasan - 2024 Advances in Science …, 2024 - ieeexplore.ieee.org
Nowadays, visual media is considered crucial legal evidence in judicial proceedings. With
the development of simple software editing tools, one can easily edit images and videos to …