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CNN-generated images are surprisingly easy to spot... for now

Computer Vision and Pattern Recognition (CVPR), 2019

23 December 2019

Papers citing "CNN-generated images are surprisingly easy to spot... for now"

50 / 622 papers shown

Title
E3: Ensemble of Expert Embedders for Adapting Synthetic Image Detectors to New Generators Using Limited Data Aref Azizpour Tai D. Nguyen Manil Shrestha Kaidi Xu Edward Kim Matthew C. Stamm 230 4 0 12 Apr 2024
Detecting AI-Generated Images via CLIP A. G. Moskowitz T. Gaona J. Peterson VLM 185 5 0 12 Apr 2024
Band-Attention Modulated RetNet for Face Forgery Detection Zhida Zhang Jie Cao Wenkui Yang Qihang Fan Kai Zhou Ran He CVBM ViT 299 1 0 09 Apr 2024
Responsible Visual Editing Minheng Ni Yeli Shen Lei Zhang W. Zuo DiffM 82 1 0 08 Apr 2024
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model Yue-Hua Han Tai-Ming Huang Shu-Tzu Lo Po-Han Huang 273 1 0 08 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 201 20 0 07 Apr 2024
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Chong Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 172 5 0 03 Apr 2024
Which Model Generated This Image? A Model-Agnostic Approach for Origin AttributionEuropean Conference on Computer Vision (ECCV), 2024 Fengyuan Liu Haochen Luo Yiming Li Juil Sock Jindong Gu VLM 186 11 0 03 Apr 2024
Bi-LORA: A Vision-Language Approach for Synthetic Image Detection Mamadou Keita W. Hamidouche Hessen Bougueffa Eutamene Abdenour Hadid Abdelmalik Taleb-Ahmed 261 22 0 02 Apr 2024
Diffusion Deepfake Chaitali Bhattacharyya Hanxiao Wang Feng Zhang Sung-Ha Kim Xiatian Zhu 159 10 0 02 Apr 2024
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI Jocelyn Dzuong Zhipeng Yin Sribala Vidyadhari Chinta Avash Palikhe Wenbin Zhang 183 9 0 31 Mar 2024
TC4D: Trajectory-Conditioned Text-to-4D Generation Sherwin Bahmani Xian Liu Yifan Wang Ivan Skorokhodov Victor Rong ... Jeong Joon Park Sergey Tulyakov Gordon Wetzstein Andrea Tagliasacchi David B. Lindell 257 58 0 26 Mar 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 228 32 0 26 Mar 2024
AI-Generated Video Detection via Spatio-Temporal Anomaly Learning Jianfa Bai Man Lin Gang Cao 129 5 0 25 Mar 2024
Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics Shan Jia Reilin Lyu Kangran Zhao Jin Xu Zhiyuan Yan Yan Ju Chuanbo Hu Xin Li Baoyuan Wu Siwei Lyu 381 72 0 21 Mar 2024
Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection D. Coccomini R. Caldelli Claudio Gennaro Giuseppe Fiameni Giuseppe Amato Fabrizio Falchi 163 6 0 20 Mar 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 220 10 0 17 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake DetectionInternational Journal of Computer Vision (IJCV), 2024 Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 200 21 0 15 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake ImagesIEEE Signal Processing Letters (SPL), 2024 Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 232 12 0 13 Mar 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning Chuangchuang Tan Yao-Min Zhao Shikui Wei Guanghua Gu Ping Liu Yunchao Wei 200 20 0 12 Mar 2024
Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection Chuangchuang Tan Ping Liu Renshuai Tao Huan Liu Yao-Min Zhao Baoyuan Wu Yunchao Wei 100 16 0 11 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 171 5 0 11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video DetectionComputer Vision and Pattern Recognition (CVPR), 2024 Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 261 62 0 11 Mar 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion ModelsNeural Information Processing Systems (NeurIPS), 2024 Wenhao Wang Yi Yang VGen DiffM 380 61 0 10 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter ProfileAAAI Conference on Artificial Intelligence (AAAI), 2024 Seokjun Lee Seung-Won Jung Hyunseok Seo DiffM 168 8 0 08 Mar 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 255 43 0 29 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 196 87 0 27 Feb 2024
Hierarchical Invariance for Robust and Interpretable Vision Tasks at Larger Scales Shuren Qi Yushu Zhang Chao Wang Zhihua Xia Xiaochun Cao Jian Weng 184 1 0 23 Feb 2024
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection Sohail Ahmed Khan Duc-Tien Dang-Nguyen VLM 183 56 0 20 Feb 2024
VGMShield: Mitigating Misuse of Video Generative Models Yan Pang Yang Zhang Yang Zhang Tianhao Wang 221 3 0 20 Feb 2024
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection Yan Hong Jianfu Zhang 254 23 0 19 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 175 12 0 16 Feb 2024
Towards the Detection of AI-Synthesized Human Face Images Yuhang Lu Touradj Ebrahimi CVBM AAML 92 11 0 13 Feb 2024
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images?Conference on Computer and Communications Security (CCS), 2024 Anna Yoo Jeong Ha Josephine Passananti Ronik Bhaskar Shawn Shan Reid Southen Haitao Zheng Ben Y. Zhao AAML 337 32 0 05 Feb 2024
On the Exploitation of DCT-Traces in the Generative-AI Domain Orazio Pontorno Luca Guarnera Sebastiano Battiato AAML 147 10 0 03 Feb 2024
A Single Simple Patch is All You Need for AI-generated Image Detection Jiaxuan Chen Jieteng Yao Li Niu 176 39 0 02 Feb 2024
Approximating Optimal Morphing Attacks using Template Inversion Laurent Colbois Hatef Otroshi-Shahreza S´ebastien Marcel 97 3 0 01 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 321 80 0 31 Jan 2024
Diffusion Facial Forgery DetectionACM Multimedia (MM), 2024 Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 253 41 0 29 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 253 9 0 17 Jan 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive ReviewExpert systems with applications (ESWA), 2024 Ankit Yadav Dinesh Kumar Vishwakarma AAML 132 16 0 13 Jan 2024
Frequency Masking for Universal Deepfake DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Chandler Timm C. Doloriel Ngai-Man Cheung 201 37 0 12 Jan 2024
Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNsPattern Recognition Letters (PR), 2024 Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple CVBM 119 6 0 08 Jan 2024
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection Huan Liu Zichang Tan Chuangchuang Tan Yunchao Wei Yao-Min Zhao Jingdong Wang ViT 197 116 0 27 Dec 2023
GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions Mirko Casu Luca Guarnera P. Caponnetto Sebastiano Battiato 279 24 0 24 Dec 2023
Synthetic images aid the recognition of human-made art forgeries Johann Ostmeyer Ludovica Schaerf Pavel Buividovich Tessa Charles Eric Postma Carina Popovici 161 5 0 22 Dec 2023
Learning Subject-Aware Cropping by Outpainting Professional Photos James Hong Lu Yuan Michael Gharbi Matthew Fisher Kayvon Fatahalian 255 9 0 19 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 130 0 0 18 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 207 2 0 16 Dec 2023
AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake DetectionIEEE Symposium on Security and Privacy (S&P), 2023 Xiangtao Meng Li Wang Shanqing Guo Lei Ju Qingchuan Zhao AAML 183 15 0 14 Dec 2023