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

23 December 2019

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

50 / 521 papers shown

Title
Band-Attention Modulated RetNet for Face Forgery Detection Zhida Zhang Jie Cao Wenkui Yang Qihang Fan Kai Zhou Ran He CVBM ViT 38 1 0 09 Apr 2024
Responsible Visual Editing Minheng Ni Yeli Shen Lei Zhang W. Zuo DiffM 35 0 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 52 0 0 08 Apr 2024
Mixture of Low-rank Experts for Transferable AI-Generated Image Detection Zihan Liu Hanyi Wang Yaoyu Kang Shilin Wang MoE 51 13 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 61 4 0 03 Apr 2024
Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution Fengyuan Liu Haochen Luo Yiming Li Philip Torr Jindong Gu VLM 39 5 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 69 7 0 02 Apr 2024
Diffusion Deepfake Chaitali Bhattacharyya Hanxiao Wang Feng Zhang Sung-Ha Kim Xiatian Zhu 37 5 0 02 Apr 2024
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI Jocelyn Dzuong Zichong Wang Wenbin Zhang 34 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 105 36 0 26 Mar 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 42 18 0 26 Mar 2024
AI-Generated Video Detection via Spatio-Temporal Anomaly Learning Jianfa Bai Man Lin Gang Cao 35 3 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 Yize Chen Zhiyuan Yan Yan Ju Chuanbo Hu Xin Li Baoyuan Wu Siwei Lyu 73 39 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 47 1 0 20 Mar 2024
Artifact Feature Purification for Cross-domain Detection of AI-generated Images Zheling Meng Bo Peng Jing Dong Tieniu Tan 89 4 0 17 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 59 9 0 15 Mar 2024
Unveiling the Truth: Exploring Human Gaze Patterns in Fake Images Giuseppe Cartella Vittorio Cuculo Marcella Cornia Rita Cucchiara DiffM 81 5 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 52 8 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 54 9 0 11 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 41 5 0 11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 49 26 0 11 Mar 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 38 33 0 10 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile Seokjun Lee Seung-Won Jung Hyunseok Seo DiffM 59 4 0 08 Mar 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 60 18 0 29 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Eric Wang Feng Ding Shu Hu 50 35 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 41 1 0 23 Feb 2024
VGMShield: Mitigating Misuse of Video Generative Models Yan Pang Yang Zhang Tianhao Wang 49 3 0 20 Feb 2024
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection Sohail Ahmed Khan Duc-Tien Dang-Nguyen VLM 38 24 0 20 Feb 2024
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection Yan Hong Jianfu Zhang 74 10 0 19 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 32 6 0 16 Feb 2024
Towards the Detection of AI-Synthesized Human Face Images Yuhang Lu Touradj Ebrahimi CVBM AAML 24 5 0 13 Feb 2024
Organic or Diffused: Can We Distinguish Human Art from AI-generated Images? Anna Yoo Jeong Ha Josephine Passananti Ronik Bhaskar Shawn Shan Reid Southen Haitao Zheng Ben Y. Zhao AAML 58 23 0 05 Feb 2024
On the Exploitation of DCT-Traces in the Generative-AI Domain Orazio Pontorno Luca Guarnera Sebastiano Battiato AAML 43 4 0 03 Feb 2024
A Single Simple Patch is All You Need for AI-generated Image Detection Jiaxuan Chen Jieteng Yao Li Niu 23 23 0 02 Feb 2024
Approximating Optimal Morphing Attacks using Template Inversion Laurent Colbois Hatef Otroshi-Shahreza S´ebastien Marcel 29 2 0 01 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 72 31 0 31 Jan 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 74 18 0 29 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 58 3 0 17 Jan 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review Ankit Yadav Dinesh Kumar Vishwakarma AAML 34 7 0 13 Jan 2024
Frequency Masking for Universal Deepfake Detection Chandler Timm C. Doloriel Ngai-Man Cheung 49 14 0 12 Jan 2024
Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple CVBM 33 5 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 34 48 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 56 14 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 34 4 0 22 Dec 2023
Learning Subject-Aware Cropping by Outpainting Professional Photos James Hong Lu Yuan Michael Gharbi Matthew Fisher Kayvon Fatahalian 55 2 0 19 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 52 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 50 2 0 16 Dec 2023
AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection Xiangtao Meng Li Wang Shanqing Guo Lei Ju Qingchuan Zhao AAML 38 6 0 14 Dec 2023
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 50 0 0 13 Dec 2023
GenDet: Towards Good Generalizations for AI-Generated Image Detection Mingjian Zhu Hanting Chen Mouxiao Huang Wei Li Hailin Hu Jie Hu Yunhe Wang 37 17 0 12 Dec 2023