FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes

5 April 2022

Paarth Neekhara

Shehzeen Samarah Hussain

Papers citing "FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes"

24 / 24 papers shown

Title
Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark Ruiyang Xia Dawei Zhou Decheng Liu Lin Yuan Jie Li N. Wang X. Gao PICV 234 0 0 25 May 2025
SimSwap: An Efficient Framework For High Fidelity Face Swapping Renwang Chen Xuanhong Chen Bingbing Ni Yanhao Ge CVBM 73 313 0 11 Jun 2021
Adversarial Threats to DeepFake Detection: A Practical Perspective Paarth Neekhara Brian Dolhansky Joanna Bitton Cristian Canton Ferrer AAML 47 84 0 19 Nov 2020
Face2Face: Real-time Face Capture and Reenactment of RGB Videos Justus Thies Michael Zollhöfer Marc Stamminger Christian Theobalt Matthias Nießner 3DH PICV CVBM 60 1,916 0 29 Jul 2020
Compact Deep Aggregation for Set Retrieval Yujie Zhong Relja Arandjelović Andrew Zisserman CVBM 3DH 69 14 0 26 Mar 2020
Adversarial Perturbations Fool Deepfake Detectors Apurva Gandhi Shomik Jain AAML 54 106 0 24 Mar 2020
DeepFake Detection: Current Challenges and Next Steps Siwei Lyu 85 167 0 11 Mar 2020
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples Shehzeen Samarah Hussain Paarth Neekhara Malhar Jere F. Koushanfar Julian McAuley AAML 58 153 0 09 Feb 2020
Distortion Agnostic Deep Watermarking Xiyang Luo Ruohan Zhan Huiwen Chang Feng Yang P. Milanfar WIGM 57 163 0 14 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 149 987 0 23 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 127 1,753 0 04 Dec 2019
FSGAN: Subject Agnostic Face Swapping and Reenactment Y. Nirkin Y. Keller Tal Hassner CVBM PICV 148 577 0 16 Aug 2019
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models Egor Zakharov Aliaksandra Shysheya Egor Burkov Victor Lempitsky 3DH 147 629 0 20 May 2019
StegaStamp: Invisible Hyperlinks in Physical Photographs Matthew Tancik B. Mildenhall Ren Ng WIGM 85 374 0 10 Apr 2019
FaceForensics++: Learning to Detect Manipulated Facial Images Andreas Rossler D. Cozzolino L. Verdoliva Christian Riess Justus Thies Matthias Nießner CVBM 111 2,090 0 25 Jan 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 593 10,561 0 12 Dec 2018
MesoNet: a Compact Facial Video Forgery Detection Network Darius Afchar Vincent Nozick Junichi Yamagishi Isao Echizen CVBM PICV 83 1,257 0 04 Sep 2018
HiDDeN: Hiding Data With Deep Networks Jiren Zhu Russell Kaplan Justin Johnson Li Fei-Fei WIGM 54 753 0 26 Jul 2018
Invisible Steganography via Generative Adversarial Networks Ru Zhang Shiqi Dong Jianyi Liu AAML GAN 50 204 0 23 Jul 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
Generating Steganographic Images via Adversarial Training Jamie Hayes G. Danezis AAML GAN 75 277 0 01 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 328 19,675 0 21 Nov 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,341 0 18 May 2015
Deep Learning Face Attributes in the Wild Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang CVBM 244 8,424 0 28 Nov 2014