Detecting GAN generated Fake Images using Co-occurrence Matrices

15 March 2019

L. Nataraj

Tajuddin Manhar Mohammed

Papers citing "Detecting GAN generated Fake Images using Co-occurrence Matrices"

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Title
Could AI Trace and Explain the Origins of AI-Generated Images and Text? Hongchao Fang Yixin Liu R. Xu Can Qin Y. Liu Feng Liu Lichao Sun Dongwon Lee Lifu Huang Wenpeng Yin DeLMO 62 0 0 05 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
LEGION: Learning to Ground and Explain for Synthetic Image Detection Hengrui Kang Siwei Wen Zichen Wen Junyan Ye Weijia Li ... Baichuan Zhou Bin Wang D. Lin Linfeng Zhang Conghui He 42 0 0 19 Mar 2025
Revealing the Implicit Noise-based Imprint of Generative Models Xinghan Li Jingjing Chen Yue Yu Xue Song Haijun Shan Yu Jiang 58 0 0 12 Mar 2025
Methods and Trends in Detecting Generated Images: A Comprehensive Review Arpan Mahara N. Rishe AAML 144 0 0 24 Feb 2025
SFLD: Reducing the content bias for AI-generated Image Detection Seoyeon Gye Junwon Ko Hyounguk Shon Minchan Kwon Junmo Kim 46 0 0 24 Feb 2025
LaRE $^2$ : Latent Reconstruction Error Based Method for Diffusion-Generated Image Detection Yunpeng Luo Junlong Du Ke Yan Shouhong Ding DiffM 137 20 0 24 Feb 2025
Towards More Accurate Fake Detection on Images Generated from Advanced Generative and Neural Rendering Models Chengdong Dong Vijayakumar Bhagavatula Zhenyu Zhou Ajay Kumar 36 0 0 13 Nov 2024
HyperDet: Generalizable Detection of Synthesized Images by Generating and Merging A Mixture of Hyper LoRAs Huangsen Cao Yongwei Wang Yinfeng Liu Sixian Zheng Kangtao Lv Zhimeng Zhang Bo Zhang Xin Ding Fei Wu 26 1 0 08 Oct 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
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 35 0 0 05 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
C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection Chuangchuang Tan Renshuai Tao Huan Liu Guanghua Gu Baoyuan Wu Yao Zhao Yunchao Wei VLM 96 8 0 19 Aug 2024
A Sanity Check for AI-generated Image Detection Shilin Yan Ouxiang Li Jiayin Cai Y. Hao Xiaolong Jiang Yao Hu Weidi Xie VLM 64 20 0 27 Jun 2024
RIGID: A Training-free and Model-Agnostic Framework for Robust AI-Generated Image Detection Zhiyuan He Pin-Yu Chen Tsung-Yi Ho 36 12 0 30 May 2024
Beyond Deepfake Images: Detecting AI-Generated Videos Danial Samadi Vahdati Tai D. Nguyen Aref Azizpour Matthew C. Stamm 58 11 0 24 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 36 12 0 07 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang C. L. P. Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 44 4 0 03 Apr 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 26 18 0 29 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 21 6 0 16 Feb 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
A Single Simple Patch is All You Need for AI-generated Image Detection Jiaxuan Chen Jieteng Yao Li Niu 18 22 0 02 Feb 2024
Detecting Face Synthesis Using a Concealed Fusion Model Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple AAML CVBM 30 0 0 08 Jan 2024
Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple CVBM 26 5 0 08 Jan 2024
Characteristics and prevalence of fake social media profiles with AI-generated faces Kai-Cheng Yang Danishjeet Singh Filippo Menczer 16 9 0 05 Jan 2024
GenDet: Towards Good Generalizations for AI-Generated Image Detection Mingjian Zhu Hanting Chen Mouxiao Huang Wei Li Hailin Hu Jie Hu Yunhe Wang 29 16 0 12 Dec 2023
A Representative Study on Human Detection of Artificially Generated Media Across Countries Joel Frank Franziska Herbert Jonas Ricker Lea Schonherr Thorsten Eisenhofer Asja Fischer Markus Dürmuth Thorsten Holz 23 12 0 10 Dec 2023
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 27 5 0 03 Dec 2023
AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors You-Ming Chang Chen Yeh Wei-Chen Chiu Ning Yu VPVLM VLM 69 21 0 26 Oct 2023
Local Statistics for Generative Image Detection Yung Jer Wong Teck Khim Ng DiffM 26 2 0 25 Oct 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 27 53 0 23 Oct 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
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection Lei Zhang Hao Chen Shuangyan Hu Bin Zhu C. Lin Xi Wu Jinrong Hu Xin Wang 43 1 0 07 Oct 2023
Identifying and Mitigating the Security Risks of Generative AI Clark W. Barrett Bradley L Boyd Ellie Burzstein Nicholas Carlini Brad Chen ... Zulfikar Ramzan Khawaja Shams D. Song Ankur Taly Diyi Yang SILM 29 91 0 28 Aug 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and Outlook Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 31 3 0 31 Jul 2023
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training Pu Sun H. Qi Yuezun Li Siwei Lyu CVBM 18 1 0 27 Jul 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
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images Zeyu Lu Di Huang Lei Bai Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 21 51 0 25 Apr 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
Deepfake Detection of Occluded Images Using a Patch-based Approach Mahsa Soleimani Ali Nazari M. Moghaddam CVBM 22 3 0 10 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
Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection Chuer Yu Xuhong Zhang Yuxuan Duan Senbo Yan Zonghui Wang Yang Xiang S. Ji Wenzhi Chen AAML 27 4 0 30 Mar 2023
Qualitative Failures of Image Generation Models and Their Application in Detecting Deepfakes Ali Borji 28 28 0 29 Mar 2023
DIRE for Diffusion-Generated Image Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Hezhen Hu Hong Chen Houqiang Li 19 189 0 16 Mar 2023
Towards Universal Fake Image Detectors that Generalize Across Generative Models Utkarsh Ojha Yuheng Li Yong Jae Lee 19 204 0 20 Feb 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 22 430 0 06 Feb 2023
Anisotropic multiresolution analyses for deepfake detection Wei Huang Michelangelo Valsecchi Michael Multerer AAML 24 5 0 26 Oct 2022
Towards the Detection of Diffusion Model Deepfakes Jonas Ricker Simon Damm Thorsten Holz Asja Fischer DiffM 27 100 0 26 Oct 2022
Discovering Transferable Forensic Features for CNN-generated Images Detection Keshigeyan Chandrasegaran Ngoc-Trung Tran Alexander Binder Ngai-man Cheung AAML 29 27 0 24 Aug 2022
AR-NeRF: Unsupervised Learning of Depth and Defocus Effects from Natural Images with Aperture Rendering Neural Radiance Fields Takuhiro Kaneko 20 14 0 13 Jun 2022