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Common Sense Reasoning for Deepfake Detection

31 January 2024

Papers citing "Common Sense Reasoning for Deepfake Detection"

25 / 25 papers shown

Title
AuthGuard: Generalizable Deepfake Detection via Language Guidance Guangyu Shen Zhihua Li Xiang Xu Tianchen Zhao Zheng Zhang Dongsheng An Zhuowen Tu Yifan Xing Qin Zhang 23 0 0 04 Jun 2025
A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations Petr Grinberg Ankur Kumar Surya Koppisetti Gaurav Bharaj DiffM 31 0 0 03 Jun 2025
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes Kaiqing Lin Zhiyuan Yan Ke-Yue Zhang Li Hao Yue Zhou Yuzhen Lin Weixiang Li Taiping Yao Shouhong Ding Bin Li 132 0 0 26 May 2025
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection Zhenglin Huang Tianxiao Li Xiangtai Li Haiquan Wen Yiwei He ... Hao Fei Xi Yang Xiaowei Huang Bei Peng Guangliang Cheng 74 0 0 24 May 2025
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji Y. Hong Jiahui Zhan H. Chen Jun Lan Huijia Zhu Weiqiang Wang Lefei Zhang Jianfu Zhang MLLM LRM 115 0 0 19 Apr 2025
FakeScope: Large Multimodal Expert Model for Transparent AI-Generated Image Forensics Yixuan Li Yu Tian Yipo Huang Wei Lu Shiqi Wang Weisi Lin Anderson de Rezende Rocha 150 1 0 31 Mar 2025
FakeReasoning: Towards Generalizable Forgery Detection and Reasoning Y. Gao Dongliang Chang Bingyao Yu Haotian Qin Lei Chen Kongming Liang Zhanyu Ma 107 1 0 27 Mar 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu Xuyang Liu 143 1 0 26 Mar 2025
TruthLens: Explainable DeepFake Detection for Face Manipulated and Fully Synthetic Data Rohit Kundu Athula Balachandran Amit K. Roy-Chowdhury 107 0 0 20 Mar 2025
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation Siwei Wen Junyan Ye Peilin Feng Hengrui Kang Zichen Wen Yuxiao Chen Jiang Wu Wenjun Wu Conghui He Weijia Li 111 6 0 19 Mar 2025
Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models Jin Wang Chenghui Lv Xian Li Shichao Dong Huadong Li Kelu Yao Chao Li Wenqi Shao Ping Luo 157 1 0 19 Mar 2025
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models Xinan He Yue Zhou Bing Fan Bin Li Guopu Zhu Feng Ding 122 1 0 08 Mar 2025
Towards General Visual-Linguistic Face Forgery Detection(V2) Ke Sun Shen Chen Taiping Yao Ziyin Zhou Jiayi Ji Xiaoshuai Sun Chia-Wen Lin Rongrong Ji 115 3 0 28 Feb 2025
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Jing Liu N. Shah Ping Chen 157 6 0 18 Dec 2024
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 175 11 0 31 Oct 2024
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection Xiufeng Song Xiao Guo Junxuan Zhang Qirui Li Lei Bai Xiaoming Liu Guangtao Zhai Xiaohong Liu VGen DiffM 180 12 0 31 Oct 2024
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Models Yue Zhang Zhiyang Xu Ying Shen Parisa Kordjamshidi Lifu Huang 129 8 0 04 Oct 2024
FakeShield: Explainable Image Forgery Detection and Localization via Multi-modal Large Language Models Zhipei Xu Xuanyu Zhang Runyi Li Zecheng Tang Qing Huang Jian Zhang AAML 136 24 0 03 Oct 2024
A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Niki Maria Foteinopoulou Enjie Ghorbel Djamila Aouada 136 4 0 01 Oct 2024
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection Yaning Zhang Tianyi Wang Zitong Yu Zan Gao Linlin Shen Shengyong Chen DiffM 165 3 0 15 Sep 2024
FFAA: Multimodal Large Language Model based Explainable Open-World Face Forgery Analysis Assistant Zhengchao Huang Bin Xia Zicheng Lin Zhun Mou Wenming Yang CVBM 100 21 0 19 Aug 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 147 1 0 11 Jun 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network Xiao Guo Vishal Asnani Sijia Liu Xiaoming Liu 91 6 0 03 Dec 2023
Can Adversarial Examples Be Parsed to Reveal Victim Model Information? Yuguang Yao Jiancheng Liu Yifan Gong Xiaoming Liu Yanzhi Wang Xinyu Lin Sijia Liu AAML MLAU 101 1 0 13 Mar 2023
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.6K 14,680 0 07 Oct 2016