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 / 517 papers shown

Title
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale Jinbin Huang Cheng Chen Aditi Mishra Bum Chul Kwon Zhicheng Liu Chris Bryan 47 4 0 03 Apr 2024
Which Model Generated This Image? A Model-Agnostic Approach for Origin Attribution Fengyuan Liu Haochen Luo Yiming Li Philip H. S. Torr Jindong Gu VLM 26 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 66 7 0 02 Apr 2024
Diffusion Deepfake Chaitali Bhattacharyya Hanxiao Wang Feng Zhang Sung-Ha Kim Xiatian Zhu 29 5 0 02 Apr 2024
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI Jocelyn Dzuong Zichong Wang Wenbin Zhang 21 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 97 35 0 26 Mar 2024
Fake or JPEG? Revealing Common Biases in Generated Image Detection Datasets Patrick Grommelt Louis Weiss Franz-Josef Pfreundt J. Keuper 37 18 0 26 Mar 2024
AI-Generated Video Detection via Spatio-Temporal Anomaly Learning Jianfa Bai Man Lin Gang Cao 24 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 39 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 29 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 2 0 17 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 50 8 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 46 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 39 9 0 11 Mar 2024
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 36 4 0 11 Mar 2024
Exploiting Style Latent Flows for Generalizing Deepfake Video Detection Jongwook Choi Taehoon Kim Yonghyun Jeong Seungryul Baek Jongwon Choi 42 24 0 11 Mar 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models Wenhao Wang Yi Yang VGen DiffM 33 32 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 46 4 0 08 Mar 2024
Leveraging Representations from Intermediate Encoder-blocks for Synthetic Image Detection C. Koutlis Symeon Papadopoulos 34 18 0 29 Feb 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Wang Feng Ding Shu Hu 42 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 21 1 0 23 Feb 2024
VGMShield: Mitigating Misuse of Video Generative Models Yan Pang Yang Zhang Tianhao Wang 42 3 0 20 Feb 2024
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection Sohail Ahmed Khan Duc-Tien Dang-Nguyen VLM 35 21 0 20 Feb 2024
WildFake: A Large-scale Challenging Dataset for AI-Generated Images Detection Yan Hong Jianfu Zhang 74 9 0 19 Feb 2024
ManiFPT: Defining and Analyzing Fingerprints of Generative Models Hae Jin Song Mahyar Khayatkhoei Wael AbdAlmageed 21 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 21 22 0 05 Feb 2024
On the Exploitation of DCT-Traces in the Generative-AI Domain Orazio Pontorno Luca Guarnera Sebastiano Battiato AAML 32 4 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
Approximating Optimal Morphing Attacks using Template Inversion Laurent Colbois Hatef Otroshi-Shahreza S´ebastien Marcel 13 2 0 01 Feb 2024
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 27 31 0 31 Jan 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 61 16 0 29 Jan 2024
MITS-GAN: Safeguarding Medical Imaging from Tampering with Generative Adversarial Networks Giovanni Pasqualino Luca Guarnera A. Ortis Sebastiano Battiato MedIm 32 3 0 17 Jan 2024
Datasets, Clues and State-of-the-Arts for Multimedia Forensics: An Extensive Review Ankit Yadav Dinesh Kumar Vishwakarma AAML 30 6 0 13 Jan 2024
Frequency Masking for Universal Deepfake Detection Chandler Timm C. Doloriel Ngai-man Cheung 42 14 0 12 Jan 2024
Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs Roberto Leyva Victor Sanchez Gregory Epiphaniou Carsten Maple CVBM 28 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 28 42 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 40 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 16 4 0 22 Dec 2023
Learning Subject-Aware Cropping by Outpainting Professional Photos James Hong Lu Yuan Michael Gharbi Matthew Fisher Kayvon Fatahalian 27 2 0 19 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 40 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 35 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 18 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 36 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 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 38 13 0 10 Dec 2023
A Comprehensive Survey on Multi-modal Conversational Emotion Recognition with Deep Learning Yuntao Shou Tao Meng Wei Ai Nan Yin Keqin Li 34 30 0 10 Dec 2023
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Chunlei Peng Huiqing Guo Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 21 1 0 07 Dec 2023
Diffusion Noise Feature: Accurate and Fast Generated Image Detection Yichi Zhang Xiaogang Xu DiffM 20 12 0 05 Dec 2023