Fighting Fake News: Image Splice Detection via Learned Self-Consistency

10 May 2018

Papers citing "Fighting Fake News: Image Splice Detection via Learned Self-Consistency"

50 / 163 papers shown

Title
A Survey on Predicting the Factuality and the Bias of News Media Preslav Nakov H. Sencar Jisun An Haewoon Kwak 11 26 0 16 Mar 2021
Content-Aware Detection of Temporal Metadata Manipulation Rafael Padilha Tawfiq Salem Scott Workman Fernanda A. Andaló Anderson de Rezende Rocha Nathan Jacobs 14 5 0 08 Mar 2021
Predicting Video with VQVAE Jacob Walker Ali Razavi Aaron van den Oord DRL 22 66 0 02 Mar 2021
Fake-image detection with Robust Hashing Miki Tanaka Hitoshi Kiya 16 8 0 02 Feb 2021
Deep Video Inpainting Detection Peng Zhou Ning Yu Zuxuan Wu L. Davis Abhinav Shrivastava Ser-Nam Lim 17 18 0 26 Jan 2021
GIID-Net: Generalizable Image Inpainting Detection via Neural Architecture Search and Attention Haiwei Wu Jiantao Zhou AAML 23 1 0 19 Jan 2021
Fake Visual Content Detection Using Two-Stream Convolutional Neural Networks B. Yousaf Muhammad Usama Waqas Sultani Arif Mahmood Junaid Qadir 17 8 0 03 Jan 2021
News Image Steganography: A Novel Architecture Facilitates the Fake News Identification Jizhe Zhou Chi-Man Pun Yu Tong 9 1 0 03 Jan 2021
Learning Self-Consistency for Deepfake Detection Tianchen Zhao Xiang Xu Mingze Xu Hui Ding Yuanjun Xiong Wei Xia SSL 42 261 0 16 Dec 2020
ID-Reveal: Identity-aware DeepFake Video Detection D. Cozzolino Andreas Rossler Justus Thies Matthias Nießner L. Verdoliva AAML 19 163 0 04 Dec 2020
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization Yanbin Liu Ranglei Wu Xiuli Bi Bin Xiao Weisheng Li Guoyin Wang Xinbo Gao 14 29 0 03 Dec 2020
Face Forgery Detection by 3D Decomposition Xiangyu Zhu Hao Wang Hongyan Fei Zhen Lei Stan Z. Li CVBM 13 92 0 19 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 11 29 0 11 Nov 2020
The Forchheim Image Database for Camera Identification in the Wild Benjamin Hadwiger Christian Riess 17 39 0 04 Nov 2020
Decentralized Attribution of Generative Models Changhoon Kim Yi Ren Yezhou Yang 6 19 0 27 Oct 2020
A Convolutional LSTM based Residual Network for Deepfake Video Detection Shahroz Tariq Sangyup Lee Simon S. Woo 16 76 0 16 Sep 2020
SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization Xuefeng Hu Zhihan Zhang Zhenye Jiang Syomantak Chaudhuri Zhenheng Yang Ram Nevatia 3DPC 10 192 0 01 Sep 2020
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks Chi Liu Tianqing Zhu Jun Zhang Wanlei Zhou PICV 11 30 0 27 Aug 2020
What makes fake images detectable? Understanding properties that generalize Lucy Chai David Bau Ser-Nam Lim Phillip Isola AAML WIGM 30 300 0 24 Aug 2020
FOCAL: A Forgery Localization Framework based on Video Coding Self-Consistency Sebastiano Verde Paolo Bestagini Simone Milani G. Calvagno Stefano Tubaro 13 10 0 24 Aug 2020
Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection Gengxing Wang Jiahuan Zhou Ying Nian Wu AAML 13 22 0 11 Aug 2020
Toward Reliable Models for Authenticating Multimedia Content: Detecting Resampling Artifacts With Bayesian Neural Networks Anatol Maier Benedikt Lorch Christian Riess AAML 35 17 0 28 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 25 332 0 01 Jul 2020
Detecting Deep-Fake Videos from Appearance and Behavior S. Agarwal Tarek El-Gaaly Hany Farid Ser-Nam Lim PICV 8 163 0 29 Apr 2020
Adversarial Attack on Deep Learning-Based Splice Localization Andras Rozsa Zheng Zhong Terrance E. Boult AAML 12 4 0 17 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 30 466 0 08 Apr 2020
Steering Self-Supervised Feature Learning Beyond Local Pixel Statistics Simon Jenni Hailin Jin Paolo Favaro SSL 14 45 0 05 Apr 2020
Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency Eric Müller-Budack Jonas Theiner Sebastian Diering Maximilian Idahl Ralph Ewerth 25 45 0 23 Mar 2020
CNN-based fast source device identification S. Mandelli D. Cozzolino Paolo Bestagini L. Verdoliva Stefano Tubaro 27 39 0 31 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 28 536 0 18 Jan 2020
Automatic Discovery of Political Meme Genres with Diverse Appearances William Theisen Joel Brogan Pamela Bilo Thomas Daniel Moreira Pascal Phoa Tim Weninger Walter J. Scheirer 25 31 0 17 Jan 2020
Learning Transformation-Aware Embeddings for Image Forensics Aparna Bharati Daniel Moreira Patrick Flynn Anderson de Rezende Rocha Kevin W. Bowyer Walter J. Scheirer 11 2 0 13 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 42 775 0 01 Jan 2020
Copy Move Source-Target Disambiguation through Multi-Branch CNNs Mauro Barni Quoc-Tin Phan B. Tondi 19 50 0 29 Dec 2019
History-based Anomaly Detector: an Adversarial Approach to Anomaly Detection Pierrick Chatillon C. Ballester AAML 18 6 0 26 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 11 939 0 23 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis Jia Li T. Shen Wei Zhang Hui Ren Dan Zeng Tao Mei CVBM 11 17 0 12 Dec 2019
Exposing Fake Images with Forensic Similarity Graphs O. Mayer Matthew C. Stamm 8 51 0 05 Dec 2019
Constrained R-CNN: A general image manipulation detection model Chao Yang Huizhou Li Fangting Lin Bin Jiang Hao-Jun Zhao 14 102 0 19 Nov 2019
GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection João C. Neves Ruben Tolosana R. Vera-Rodríguez Vasco Lopes Hugo Proencca Julian Fierrez AAML PICV 19 128 0 13 Nov 2019
Identity Document and banknote security forensics: a survey Albert Berenguel Centeno O. R. Terrades Josep Lladós Canet Cristina Cañero Morales 15 8 0 20 Oct 2019
Context-Aware Image Matting for Simultaneous Foreground and Alpha Estimation Qiqi Hou Feng Liu 30 145 0 20 Sep 2019
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi SupR 9 84 0 15 Sep 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu L. Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 21 54 0 13 Sep 2019
Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder Mengnan Du Shiva K. Pentyala Yuening Li Xia Hu 11 41 0 13 Sep 2019
Fact-Checking Meets Fauxtography: Verifying Claims About Images Dimitrina Zlatkova Preslav Nakov Ivan Koychev 4 83 0 30 Aug 2019
To Beta or Not To Beta: Information Bottleneck for DigitaL Image Forensics Aurobrata Ghosh Zheng Zhong Steve Cruz Subbu Veeravasarapu Terrance E Boult M. Singh AAML 11 2 0 11 Aug 2019
SpliceRadar: A Learned Method For Blind Image Forensics Aurobrata Ghosh Zheng Zhong Terrance E Boult M. Singh 11 13 0 27 Jun 2019
We Need No Pixels: Video Manipulation Detection Using Stream Descriptors David Guera Sriram Baireddy Paolo Bestagini Stefano Tubaro Edward J. Delp 21 27 0 20 Jun 2019
Detecting Photoshopped Faces by Scripting Photoshop Sheng-Yu Wang Oliver Wang Andrew Owens Richard Y. Zhang Alexei A. Efros CVBM PICV 14 134 0 13 Jun 2019