DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models

13 October 2022

Zheng Li

Papers citing "DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models"

34 / 84 papers shown

Title
User-Friendly Customized Generation with Multi-Modal Prompts Linhao Zhong Yan Hong Wentao Chen Binglin Zhou Yiyi Zhang Jianfu Zhang Liqing Zhang DiffM 45 0 0 26 May 2024
Synthetic Image Verification in the Era of Generative AI: What Works and What Isn't There Yet D. Tariang Riccardo Corvi D. Cozzolino Giovanni Poggi Koki Nagano L. Verdoliva 48 8 0 30 Apr 2024
SIDBench: A Python Framework for Reliably Assessing Synthetic Image Detection Methods Manos Schinas Symeon Papadopoulos VLM EGVM 40 8 0 29 Apr 2024
Trinity Detector:text-assisted and attention mechanisms based spectral fusion for diffusion generation image detection Jiawei Song Dengpan Ye Yunming Zhang DiffM 24 3 0 26 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 29 11 0 24 Apr 2024
DeepFeatureX Net: Deep Features eXtractors based Network for discriminating synthetic from real images Orazio Pontorno Luca Guarnera Sebastiano Battiato 32 4 0 24 Apr 2024
The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking Yuying Li Zeyan Liu Junyi Zhao Liangqin Ren Fengjun Li Jiebo Luo Bo Luo 35 1 0 22 Apr 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
Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images Santosh Li Lin Irene Amerini Xin Wang Shu Hu 47 11 0 19 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
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
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning Mark D Mcdonnell Dong Gong Ehsan Abbasnejad Anton Van Den Hengel VLM DiffM 83 3 0 12 Mar 2024
Regeneration Based Training-free Attribution of Fake Images Generated by Text-to-Image Generative Models Meiling Li Zhenxing Qian Xinpeng Zhang 39 2 0 03 Mar 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
AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error Jonas Ricker Denis Lukovnikov Asja Fischer 27 31 0 31 Jan 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Wang Xin Li Luisa Verdoliva Shu Hu 86 57 0 22 Jan 2024
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 19 4 0 22 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
Raising the Bar of AI-generated Image Detection with CLIP D. Cozzolino Giovanni Poggi Riccardo Corvi Matthias Nießner L. Verdoliva VLM 29 74 0 30 Nov 2023
Online Detection of AI-Generated Images David C. Epstein Ishan Jain Oliver Wang Richard Y. Zhang 32 53 0 23 Oct 2023
Security and Privacy on Generative Data in AIGC: A Survey Tao Wang Yushu Zhang Shuren Qi Ruoyu Zhao Zhihua Xia Jian Weng 59 44 0 18 Sep 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 37 92 0 28 Aug 2023
T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation Jialu Wang Xinyue Liu Zonglin Di Y. Liu Xin Eric Wang 26 32 0 01 Jun 2023
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images Jordan J. Bird Ahmad Lotfi DiffM 17 104 0 24 Mar 2023
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles Ashish Hooda Neal Mangaokar Ryan Feng Kassem Fawaz S. Jha Atul Prakash 27 11 0 11 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,591 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,781 0 24 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018
Diverse Image Synthesis from Semantic Layouts via Conditional IMLE Ke Li Tianhao Zhang Jitendra Malik DiffM 170 84 0 29 Nov 2018
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 190 1,165 0 04 May 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016