Deep LearningFake DetectionSocial MediaMachine LearningDeep learning is an effective and useful technique that has been widely applied in a variety of fields, including computer vision, machine vision, and natural language processing. Deepfakes uses deep learning technology to manipulate images and ...
[2] Nguyen, Thanh & Nguyen, Cuong M. & Nguyen, Tien & Nguyen, Duc & Nahavandi, Saeid. Deep Learning for Deepfakes Creation and Detection: A Survey (2019).[3] P. K. P. K. Sawinder Kaur, Deepfakes: temporal sequential analysis to detect face-swapped video clips using convolutional l...
[2] Nguyen, Thanh & Nguyen, Cuong M. & Nguyen, Tien & Nguyen, Duc & Nahavandi, Saeid. Deep Learning for Deepfakes Creation and Detection: A Survey (2019). [3] P. K. P. K. Sawinder Kaur, Deepfakes: temporal sequential analysis to detect face-swapped video clips using convolutional ...
Deepfake detection using deep feature stacking and meta-learning Deepfake is a type of face manipulation technique using deep learning that allows for the replacement of faces in videos in a very realistic way. While thi... G Naskar,S Mohiuddin,S Malakar,... - 《Heliyon》 被引量: 0发表:...
[2] Nguyen, Thanh & Nguyen, Cuong M. & Nguyen, Tien & Nguyen, Duc & Nahavandi, Saeid. Deep Learning for Deepfakes Creation and Detection: A Survey (2019). [3] P. K. P. K. Sawinder Kaur, Deepfakes: temporal sequential analysis to detect face-swapped video clips using convolutional...
[2] Nguyen, Thanh & Nguyen, Cuong M. & Nguyen, Tien & Nguyen, Duc & Nahavandi, Saeid. Deep Learning for Deepfakes Creation and Detection: A Survey (2019). [3] P. K. P. K. Sawinder Kaur, Deepfakes: temporal sequential analysis to detect face-swapped video clips using convolutional...
论文题目:Deep Learning for Deepfakes Creation and Detection 论文链接: Deep Learning for Deepfakes Creation and Detectionarxiv.org/abs/1909.11573 主要内容: 介绍deepfake的危害;介绍deepfakes的制作方法;整理了目前几种比较先进的检测deepfakes的方法。 0. Abstract 深度学习已经成功地应用于解决各种复杂的问题...
[2] Nguyen, Thanh & Nguyen, Cuong M. & Nguyen, Tien & Nguyen, Duc & Nahavandi, Saeid. Deep Learning for Deepfakes Creation and Detection: A Survey (2019). [3] P. K. P. K. Sawinder Kaur, Deepfakes: temporal sequential analysis to detect face-swapped video clips using convolutional...
Much research has been devoted to developing detection methods to reduce the potential negative impact of deepfakes. Application of neural networks and deep learning is one approach. In this paper, we consider the deepfake detection technologies Xception and MobileNet as two approaches for ...
论文题目:Deep Learning for Deepfakes Creation and Detection翻译:基于深度学习的Deepfake创建与检测 作者:Thanh Thi Nguyen*1, Cuong M. Nguyen2, Dung Tien Nguyen1, Duc Thanh Nguyen1 and Saeid Nahavandi3 1School of Information Technology, Deakin University, Victoria, Australia(澳大利亚维多利亚州迪肯大学...