CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis

25 July 2020

Papers citing "CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis"

35 / 35 papers shown

Title
Model Discrepancy Learning: Synthetic Faces Detection Based on Multi-Reconstruction Qingchao Jiang Zhishuo Xu Zhiying Zhu Ning Chen Haoyue Wang Zhongjie Ba 31 0 0 10 Apr 2025
Forensic Self-Descriptions Are All You Need for Zero-Shot Detection, Open-Set Source Attribution, and Clustering of AI-generated Images Tai D. Nguyen Aref Azizpour Matthew C. Stamm 46 1 0 26 Mar 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Y. Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 56 2 0 19 Mar 2025
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 110 1 0 26 Nov 2024
Explainable Artifacts for Synthetic Western Blot Source Attribution J. P. Cardenuto S. Mandelli Daniel Moreira Paolo Bestagini Edward J. Delp Anderson de Rezende Rocha 27 0 0 27 Sep 2024
Tex-ViT: A Generalizable, Robust, Texture-based dual-branch cross-attention deepfake detector Deepak Dagar Dinesh Kumar Vishwakarma ViT 32 0 0 29 Aug 2024
FakeBench: Uncover the Achilles' Heels of Fake Images with Large Multimodal Models Yixuan Li Xuelin Liu Xiaoyang Wang Shiqi Wang Weisi Lin 41 5 0 20 Apr 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 83 2 0 17 Mar 2024
Recent Advances in Digital Image and Video Forensics, Anti-forensics and Counter Anti-forensics Maryam Al-Fehani Saif M. Al-Kuwari DiffM AAML 28 3 0 03 Feb 2024
PatchCraft: Exploring Texture Patch for Efficient AI-generated Image Detection Nan Zhong Yiran Xu Sheng Li Zhenxing Qian Xinpeng Zhang 18 25 0 21 Nov 2023
Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu He Zhang Sohrab Amirghodsi Zhe-nan Lin Eli Shechtman Jianbo Shi DiffM 32 21 0 09 Oct 2023
Towards Robust GAN-generated Image Detection: a Multi-view Completion Representation Chi Liu Tianqing Zhu Sheng Shen Wanlei Zhou AAML 33 6 0 02 Jun 2023
Improving Synthetically Generated Image Detection in Cross-Concept Settings P. Dogoulis Giorgos Kordopatis-Zilos I. Kompatsiaris Symeon Papadopoulos DiffM 140 18 0 24 Apr 2023
Evading DeepFake Detectors via Adversarial Statistical Consistency Yang Hou Qing-Wu Guo Yihao Huang Xiaofei Xie L. Ma Jianjun Zhao AAML 26 47 0 23 Apr 2023
Spritz-PS: Validation of Synthetic Face Images Using a Large Dataset of Printed Documents Ehsan Nowroozi Yoosef Habibi Mauro Conti CVBM 23 3 0 06 Apr 2023
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 34 5 0 12 Dec 2022
When Handcrafted Features and Deep Features Meet Mismatched Training and Test Sets for Deepfake Detection Ying Xu Sule YAYILGAN YILDIRIM 15 1 0 27 Sep 2022
Deep Metric Color Embeddings for Splicing Localization in Severely Degraded Images Benjamin Hadwiger Christian Riess 14 3 0 21 Jun 2022
Real or Virtual: A Video Conferencing Background Manipulation-Detection System Ehsan Nowroozi Yassine Mekdad Mauro Conti Simone Milani Selcuk Uluagac Berrin Yanikoglu 15 1 0 25 Apr 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs S. Mandelli Nicolò Bonettini Paolo Bestagini Stefano Tubaro 13 46 0 04 Mar 2022
Generative Adversarial Network-Driven Detection of Adversarial Tasks in Mobile Crowdsensing Zhiyan Chen B. Kantarci 14 2 0 16 Feb 2022
Leveraging Ensembles and Self-Supervised Learning for Fully-Unsupervised Person Re-Identification and Text Authorship Attribution Gabriel Bertocco Antônio Theóphilo Fernanda A. Andaló Anderson de Rezende Rocha 15 12 0 07 Feb 2022
Forensic Analysis of Synthetically Generated Western Blot Images S. Mandelli D. Cozzolino E. D. Cannas J. P. Cardenuto Daniel Moreira ... Walter J. Scheirer Anderson de Rezende Rocha L. Verdoliva Stefano Tubaro Edward J. Delp 22 21 0 16 Dec 2021
Geo-DefakeHop: High-Performance Geographic Fake Image Detection Hong-Shuo Chen Kaitai Zhang Shuowen Hu Suya You C.-C. Jay Kuo 41 13 0 19 Oct 2021
Distinguishing Natural and Computer-Generated Images using Multi-Colorspace fused EfficientNet Manjary P.Gangan Anoop Kadan L. LajishV. 25 23 0 18 Oct 2021
Seam Carving Detection and Localization using Two-Stage Deep Neural Networks L. Nataraj Chandrakanth Gudavalli Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath 3DPC 14 6 0 04 Sep 2021
Do Not Deceive Your Employer with a Virtual Background: A Video Conferencing Manipulation-Detection System Mauro Conti Simone Milani Ehsan Nowroozi Gabriele Orazi 16 6 0 29 Jun 2021
Holistic Image Manipulation Detection using Pixel Co-occurrence Matrices L. Nataraj Michael Goebel Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath 18 3 0 12 Apr 2021
Are GAN generated images easy to detect? A critical analysis of the state-of-the-art Diego Gragnaniello D. Cozzolino Francesco Marra Giovanni Poggi L. Verdoliva 20 165 0 06 Apr 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 22 130 0 27 Feb 2021
VIPPrint: A Large Scale Dataset of Printed and Scanned Images for Synthetic Face Images Detection and Source Linking Anselmo Castelo Branco Ferreira Ehsan Nowroozi Mauro Barni CVBM 18 3 0 01 Feb 2021
A Survey of Machine Learning Techniques in Adversarial Image Forensics Ehsan Nowroozi Ali Dehghantanha R. Parizi K. Choo AAML 17 71 0 19 Oct 2020
FakeTagger: Robust Safeguards against DeepFake Dissemination via Provenance Tracking Run Wang Felix Juefei Xu Mengqing Luo Yang Liu Lina Wang 28 72 0 21 Sep 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 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