[HTML][HTML] Unmasking deepfakes: A systematic review of deepfake detection and generation techniques using artificial intelligence

F Abbas, A Taeihagh - Expert Systems With Applications, 2024 - Elsevier
Due to the fast spread of data through digital media, individuals and societies must assess
the reliability of information. Deepfakes are not a novel idea but they are now a widespread …

[HTML][HTML] A New Approach for Deepfake Detection with the Choquet Fuzzy Integral

M Karaköse, İ İlhan, H Yetiş, S Ataş - Applied Sciences, 2024 - mdpi.com
Deepfakes have become widespread and have continued to develop rapidly in recent years.
In addition to the use of deepfakes in movies and for humorous purposes, this technology …

Deep fake Video Detection Using Unsupervised Learning Models

BN Jyothi, MA Jabbar - 2023 Second International Conference …, 2023 - ieeexplore.ieee.org
The recent decade has been the most emerging for technical advancements in computer
and communication fields. These advancements have made the task of automation much …

An improved deepfake detection approach with NASNetLarge CNN

İ İlhan, E Balı, M Karaköse - … on Data Analytics for Business and …, 2022 - ieeexplore.ieee.org
Deep fake images are a new technology that has emerged with the development of
computer vision and deep learning technologies in recent years. The development of these …

Video forgery detection using competitive swarm sun flower optimization algorithm based deep learning

G Nirmala Priya, B Kishore, R Ganeshan, R Cristin - Wireless Networks, 2024 - Springer
Nowadays, a surveillance camera is used extensively to provide security. With easier
accessibility of tools like video editing, it became simple to destroy evidence. Different …

[HTML][HTML] Performance Analysis on Deep Fake Detection

S Monteiro, C Wanzeller… - Communications of the …, 2024 - ibimapublishing.com
A deepfake is a type of synthetic media, image, video or audio of a person in which their
physiognomy has been digitally altered, using artificial intelligence, particularly deep …

A YOLOV3-Based Method for Detecting Deepfake Manipulated Facial Images

M Karaköse, H Yetiş, M Çeçen - Turkish Journal of Science and …, 2024 - dergipark.org.tr
With the advancement of technology and the development of applications that make it easier
to transfer images, sounds and videos to the virtual environment, it has become much easier …

A New Approach to in Ensemble Method for Deepfake Detection

S Atas, M Karakose - … on Data Analytics for Business and …, 2023 - ieeexplore.ieee.org
With the great development of technology and deep learning gaining competence in many
areas, recently forgery of images has started to pose great threats and become the main …

Performance Analysis on Deepfake Detection Challenge Dataset

S Monteiro, C Wanzeller, F Caldeira - IBIMA Conference on Artificial …, 2024 - Springer
The primary objective of this study is to rigorously evaluate the effectiveness of these
deepfake detection algorithms, utilizing multiple key performance metrics, including …