ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery
Detection

ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection

6 December 2018

Andreas Rossler

Christian Riess

Matthias Nießner

Papers citing "ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection"

14 / 64 papers shown

Title
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 57 946 0 23 Dec 2019
Security of Facial Forensics Models Against Adversarial Attacks Rong Huang Fuming Fang H. Nguyen Junichi Yamagishi Isao Echizen AAML 19 6 0 02 Nov 2019
A Method for Identifying Origin of Digital Images Using a Convolution Neural Network Rong Huang Fuming Fang H. Nguyen Junichi Yamagishi Isao Echizen 22 5 0 02 Nov 2019
Incremental learning for the detection and classification of GAN-generated images Francesco Marra Cristiano Saltori G. Boato Luisa Verdoliva 27 129 0 03 Oct 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 31 433 0 25 Sep 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 11 13 0 27 Jun 2019
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and Videos H. Nguyen Fuming Fang Junichi Yamagishi Isao Echizen AAML CVBM 26 424 0 17 Jun 2019
Recurrent Convolutional Strategies for Face Manipulation Detection in Videos Ekraam Sabir Jiaxin Cheng Ayush Jaiswal Wael AbdAlmageed I. Masi Premkumar Natarajan AAML CVBM 28 453 0 02 May 2019
On the generalization of GAN image forensics Xinsheng Xuan Bo Peng Wei Wang Jing Dong CVBM 17 141 0 27 Feb 2019
CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning Yisroel Mirsky Tom Mahler I. Shelef Yuval Elovici MedIm 30 192 0 11 Jan 2019
Do GANs leave artificial fingerprints? Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi GAN 24 317 0 31 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 312 10,391 0 12 Dec 2018
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints Ning Yu Larry S. Davis Mario Fritz 27 3 0 20 Nov 2018
Recasting Residual-based Local Descriptors as Convolutional Neural Networks: an Application to Image Forgery Detection D. Cozzolino Giovanni Poggi L. Verdoliva 101 324 0 14 Mar 2017