Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images

18 March 2022

Papers citing "Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images"

24 / 24 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 223 30,089 0 01 Mar 2022
Fighting deepfakes by detecting GAN DCT anomalies O. Giudice Luca Guarnera Sebastiano Battiato 48 87 0 24 Jan 2021
Fighting Deepfake by Exposing the Convolutional Traces on Images Luca Guarnera O. Giudice Sebastiano Battiato AAML 45 88 0 07 Aug 2020
Face2Face: Real-time Face Capture and Reenactment of RGB Videos Justus Thies Michael Zollhöfer Marc Stamminger Christian Theobalt Matthias Nießner 3DH PICV CVBM 51 1,913 0 29 Jul 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 127 1,880 0 11 Jun 2020
Preliminary Forensics Analysis of DeepFake Images Luca Guarnera O. Giudice Cristina Nastasi Sebastiano Battiato CVBM 43 36 0 27 Apr 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice Sebastiano Battiato CVBM 44 221 0 22 Apr 2020
Adversarial Perturbations Fool Deepfake Detectors Apurva Gandhi Shomik Jain AAML 44 106 0 24 Mar 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 82 546 0 18 Jan 2020
Face X-ray for More General Face Forgery Detection Lingzhi Li Jianmin Bao Ting Zhang Hao Yang Dong Chen Fang Wen B. Guo PICV CVBM 61 836 0 31 Dec 2019
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 137 976 0 23 Dec 2019
StarGAN v2: Diverse Image Synthesis for Multiple Domains Yunjey Choi Youngjung Uh Jaejun Yoo Jung-Woo Ha 3DH 103 1,742 0 04 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 260 5,797 0 03 Dec 2019
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Qi Mao Jia-Bin Huang Yu-Ding Lu Maneesh Kumar Singh Ming-Hsuan Yang DRL 74 782 0 02 May 2019
Deferred Neural Rendering: Image Synthesis using Neural Textures Justus Thies Michael Zollhöfer Matthias Nießner 3DH 71 679 0 28 Apr 2019
Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis Qi Mao Hsin-Ying Lee Hung-Yu Tseng Siwei Ma Ming-Hsuan Yang GAN 73 404 0 13 Mar 2019
On the generalization of GAN image forensics Xinsheng Xuan Bo Peng Wei Wang Jing Dong CVBM 39 142 0 27 Feb 2019
MISO: Mutual Information Loss with Stochastic Style Representations for Multimodal Image-to-Image Translation Sanghyeon Na Seungjoo Yoo Jaegul Choo 25 16 0 11 Feb 2019
Image-to-Image Translation via Group-wise Deep Whitening-and-Coloring Transformation Wonwoong Cho Sungha Choi D. Park Inkyu Shin Jaegul Choo 36 133 0 24 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 529 10,527 0 12 Dec 2018
Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data Amjad Almahairi Sai Rajeswar Alessandro Sordoni Philip Bachman Aaron Courville GAN 52 420 0 27 Feb 2018
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 83 703 0 29 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 115 3,549 0 24 Nov 2017
A Classification Engine for Image Ballistics of Social Data O. Giudice A. Paratore Marco Moltisanti Sebastiano Battiato 35 58 0 20 Oct 2016