Fighting Malicious Media Data: A Survey on Tampering Detection and
Deepfake Detection

Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection

12 December 2022

Zuxuan Wu

Papers citing "Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection"

14 / 14 papers shown

Title
Deepfake Network Architecture Attribution Tianyun Yang Ziyao Huang Juan Cao Lei Li Xirong Li 52 51 0 28 Feb 2022
One-shot Talking Face Generation from Single-speaker Audio-Visual Correlation Learning Suzhe Wang Lincheng Li Yueqing Ding Xin Yu CVBM 59 116 0 06 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 140 83 0 04 Dec 2021
Talk-to-Edit: Fine-Grained Facial Editing via Dialog Yuming Jiang Ziqi Huang Xingang Pan Chen Change Loy Ziwei Liu DiffM 104 125 0 09 Sep 2021
Detect and Locate: Exposing Face Manipulation by Semantic- and Noise-level Telltales Chen Kong Baoliang Chen Haoliang Li Shiqi Wang Anderson de Rezende Rocha Sam Kwong CVBM 43 60 0 13 Jul 2021
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection Junke Wang Zuxuan Wu Wenhao Ouyang Xintong Han Jingjing Chen Ser-Nam Lim Yu-Gang Jiang ViT 100 254 0 20 Apr 2021
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain Honggu Liu Xiaodan Li Wenbo Zhou YueFeng Chen Yuan He Hui Xue Weiming Zhang Nenghai Yu CVBM 145 357 0 02 Mar 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 134 134 0 07 Jan 2021
Detecting Deepfakes with Metric Learning Akash Kumar Arnav V. Bhavsar 39 71 0 19 Mar 2020
Fake Generated Painting Detection via Frequency Analysis Yong Bai Yuanfang Guo Jinjie Wei Lin Lu Rui Wang Yunhong Wang 8 12 0 05 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
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,191 0 21 Nov 2016
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 201 14,190 0 07 Oct 2016