A comprehensive taxonomy on multimedia video forgery detection techniques: challenges and novel trends

W El-Shafai, MA Fouda, ESM El-Rabaie… - Multimedia Tools and …, 2024 - Springer
Thousands of videos are posted on websites and social media every day, including Twitter,
Facebook, WhatsApp, Instagram, and YouTube. Newspapers, law enforcement publications …

Cross-identity video motion retargeting with joint transformation and synthesis

H Ni, Y Liu, SX Huang, Y Xue - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
In this paper, we propose a novel dual-branch Transformation-Synthesis network (TS-Net),
for video motion retargeting. Given one subject video and one driving video, TS-Net can …

Implementation of Efficient Deep Fake Detection Technique on Videos Dataset Using Deep Learning Method

MM Rafiqee, ZH Qaiser, M Fuzail, N Aslam… - Journal of Computing & …, 2023 - jcbi.org
Deep fake technology has recently made tremendous advances that have made it possible
to produce incredibly realistic fake audio, video, and image media. These materials present …

[PDF][PDF] Fsa-net: a cost-efficient face swapping attention network with occlusion-aware normalization

Z Bin, H Zhao, X Liang, W Chen - Intell Autom Soft Comput, 2023 - cdn.techscience.cn
The main challenges in face swapping are the preservation and adaptive superimposition of
attributes of two images. In this study, the Face Swapping Attention Network (FSA-Net) is …

Utilizing Machine Learning Algorithms Trained on AI-generated Synthetic Participant Recent Music-Listening Activity in Predicting Big Five Personality Traits

S Solaiyappan, S Mohamdjawad, A Do, M Kamel… - 2023 - psyarxiv.com
The recent rise of publicly available artificial intelligence (AI) tools such as ChatGPT has
raised a plethora of questions among users and skeptics alike. One major question asks," …

Deepfakes-Generating Synthetic Images, and Detecting Artificially Generated Fake Visuals Using Deep Learning

A Mishra, A Bharwaj, AK Yadav… - … Conference on Cloud …, 2024 - ieeexplore.ieee.org
The abstract delves into the groundbreaking realm of DeepFakes, a revolutionary synthesis
of deep learning and synthetic media. Central to DeepFake generation is the utilization of …

A Survey on Detecting Deep Fakes Using Advanced AI-Based Approaches

MA Abdulhamed, AN Hashim - Iraqi Journal of Science, 2024 - ijs.uobaghdad.edu.iq
Today, artificial intelligence is used to clone human faces, which leads to a new technology
known as “deepfakes.” Recently, machine learning (ML) approaches and the use of deep …

Deepfake video detection based on convolutional neural networks

SR Adnan, HA Abdulbaqi - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
The increasing use of mobile camera technology and the growth of social media using and
sharing have made the generation and publishing of digital videos more suitable than ever …

[PDF][PDF] Bangla Handwritten Characters Recognition Using Convolutional Neural Network

MA Hossain, MAFMR Hasan, AFMZ Abadin… - Australian Journal of … - universepg.com
In the Bangla language, there are 50 complex-shaped characters and working with this
huge amount of characters with an appropriate set of features is a tough problem to …

Performance evaluation of deep learning models for detecting deep fakes

A Rajeev, P Raviraj - International Journal of Systematic Innovation, 2024 - ijosi.org
The proliferation of deep fake content in multimedia has necessitated the development of
robust detection mechanisms. In this study, a comparative analysis of four state-of-the-art …