Deep Learning for Deepfakes Creation and Detection: A Survey

Deep Learning for Deepfakes Creation and Detection: A Survey

25 September 2019

Thanh Thi Nguyen

Quoc Viet Hung Nguyen

Thien Huynh-The

Thanh Tam Nguyen

Papers citing "Deep Learning for Deepfakes Creation and Detection: A Survey"

17 / 17 papers shown

Title
DiMoDif: Discourse Modality-information Differentiation for Audio-visual Deepfake Detection and Localization C. Koutlis Symeon Papadopoulos 55 2 0 15 Nov 2024
Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management Dipankar Sarkar 16 0 0 30 Nov 2023
Comparative Analysis of Deep-Fake Algorithms Nikhil Sontakke Sejal Utekar Shivansh Rastogi Shriraj Sonawane AAML 11 3 0 06 Sep 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes Ali Borji 21 28 0 29 Mar 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 43 20 0 28 Mar 2023
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 17 39 0 18 Dec 2022
GENIE: Higher-Order Denoising Diffusion Solvers Tim Dockhorn Arash Vahdat Karsten Kreis DiffM 24 104 0 11 Oct 2022
SImProv: Scalable Image Provenance Framework for Robust Content Attribution Alexander Black Tu Bui Simon Jenni Zhifei Zhang Viswanathan Swaminanthan John Collomosse 13 0 0 28 Jun 2022
How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey Zahra Khanjani Gabrielle Watson V. P Janeja 21 23 0 28 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 14 106 0 01 Nov 2021
Trustworthy AI: From Principles to Practices Bo-wen Li Peng Qi Bo Liu Shuai Di Jingen Liu Jiquan Pei Jinfeng Yi Bowen Zhou 108 349 0 04 Oct 2021
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 47 152 0 11 Mar 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 127 1,018 0 27 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 156 84 0 29 Nov 2018
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 162 782 0 16 Nov 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 420 15,438 0 02 Nov 2015