Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues

18 July 2020

Papers citing "Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues"

50 / 277 papers shown

Title
A Single Simple Patch is All You Need for AI-generated Image Detection Jiaxuan Chen Jieteng Yao Li Niu 18 23 0 02 Feb 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 66 17 0 29 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 44 0 27 Dec 2023
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 32 4 0 17 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
Generalized Deepfakes Detection with Reconstructed-Blended Images and Multi-scale Feature Reconstruction Network Yuyang Sun H. Nguyen Chun-Shien Lu ZhiYong Zhang Lu Sun Isao Echizen CVBM 47 2 0 13 Dec 2023
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations Mushfiqur Rahman Runze Liu Chau-Wai Wong Huaiyu Dai 38 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 34 17 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
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection Chunlei Peng Huiqing Guo Decheng Liu Nannan Wang Ruimin Hu Xinbo Gao CVBM 36 1 0 07 Dec 2023
Diffusion Noise Feature: Accurate and Fast Generated Image Detection Yichi Zhang Xiaogang Xu DiffM 28 12 0 05 Dec 2023
Rethinking Image Editing Detection in the Era of Generative AI Revolution Zhihao Sun Haipeng Fang Xinying Zhao Danding Wang Juan Cao 36 8 0 29 Nov 2023
AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset Zhixi Cai Shreya Ghosh Aman Pankaj Adatia Munawar Hayat Abhinav Dhall Kalin Stefanov 21 27 0 26 Nov 2023
Unearthing Common Inconsistency for Generalisable Deepfake Detection Beilin Chu Xuan Xu Weike You Linna Zhou 32 0 0 20 Nov 2023
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection Zhiyuan Yan Yuhao Luo Siwei Lyu Qingshan Liu Baoyuan Wu 32 56 0 19 Nov 2023
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning Qinlin He Chunlei Peng Decheng Liu Nannan Wang Xinbo Gao 35 4 0 13 Nov 2023
Detecting Deepfakes Without Seeing Any Tal Reiss Bar Cavia Yedid Hoshen AAML 31 17 0 02 Nov 2023
Exploring Decision-based Black-box Attacks on Face Forgery Detection Zhaoyu Chen Bo-wen Li Kaixun Jiang Shuang Wu Shouhong Ding Wenqiang Zhang AAML CVBM 32 1 0 18 Oct 2023
Facial Forgery-based Deepfake Detection using Fine-Grained Features Aakash Varma Nadimpalli A. Rattani CVBM 34 1 0 10 Oct 2023
Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection Weihua Liu Lin Li Chaochao Lin Said Boumaraf CVBM 36 0 0 08 Oct 2023
Exploiting Facial Relationships and Feature Aggregation for Multi-Face Forgery Detection Chenhao Lin Fangbin Yi Hang Wang Qian Li Jingyi Deng Chao Shen CVBM 27 3 0 07 Oct 2023
Improving Cross-dataset Deepfake Detection with Deep Information Decomposition Shanmin Yang Shu Hu Bin Zhu Ying Fu Siwei Lyu Xi Wu Xin Wang 39 5 0 30 Sep 2023
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 43 7 0 26 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 24 22 0 25 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 16 21 0 20 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Peng Kuang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 54 28 0 20 Sep 2023
Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation Huan Liu Zichang Tan Qiang Chen Yunchao Wei Yao-Min Zhao Jingdong Wang 34 8 0 18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Kun Pan Yifang Yin Yao Wei Feng Lin Zhongjie Ba Zhenguang Liu Peng Kuang Lorenzo Cavallaro Kui Ren CLL 49 16 0 18 Sep 2023
DEFormer: DCT-driven Enhancement Transformer for Low-light Image and Dark Vision Xiangchen Yin Zhenda Yu Xin Gao Ran Ju ViT 30 1 0 13 Sep 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning B. Le Simon S. Woo AAML 32 27 0 12 Sep 2023
Self-Supervised Transformer with Domain Adaptive Reconstruction for General Face Forgery Video Detection Daichi Zhang Zihao Xiao Jianmin Li Shiming Ge CVBM ViT 30 1 0 09 Sep 2023
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models Haixu Song Shiyu Huang Yinpeng Dong Weijuan Tu 41 20 0 05 Sep 2023
Turn Fake into Real: Adversarial Head Turn Attacks Against Deepfake Detection Weijie Wang Zhengyu Zhao N. Sebe Bruno Lepri AAML 41 2 0 03 Sep 2023
UMMAFormer: A Universal Multimodal-adaptive Transformer Framework for Temporal Forgery Localization Rui Zhang Hongxia Wang Ming-han Du Hanqing Liu Yangqiaoyu Zhou Q. Zeng 31 21 0 28 Aug 2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou CVBM AAML 27 1 0 19 Aug 2023
Continual Face Forgery Detection via Historical Distribution Preserving Ke Sun Shen Chen Taiping Yao Xiaoshuai Sun Shouhong Ding Rongrong Ji CVBM AAML 51 4 0 11 Aug 2023
ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces Jiucui Lu Jiaran Zhou Junyu Dong Bin Li Siwei Lyu Yuezun Li CVBM 23 1 0 02 Aug 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding Rongrong Ji 28 12 0 31 Jul 2023
DRAW: Defending Camera-shooted RAW against Image Manipulation Xiaoxiao Hu Qichao Ying Zhenxing Qian Sheng Li Xinpeng Zhang AAML 42 7 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 24 8 0 27 Jul 2023
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training Pu Sun H. Qi Yuezun Li Siwei Lyu CVBM 26 1 0 27 Jul 2023
Controllable Guide-Space for Generalizable Face Forgery Detection Yingjie Guo Cheng Zhen Pengfei Yan CVBM AAML 38 21 0 26 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 50 0 0 24 Jul 2023
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection Decheng Liu Tao Chen Chunlei Peng Nannan Wang R. Hu Xinbo Gao CVBM 36 2 0 21 Jul 2023
RetouchingFFHQ: A Large-scale Dataset for Fine-grained Face Retouching Detection Qichao Ying Jiaxin Liu Sheng Li Haisheng Xu Zhenxing Qian Xinpeng Zhang CVBM 34 7 0 20 Jul 2023
AltFreezing for More General Video Face Forgery Detection Zhendong Wang Jianmin Bao Wen-gang Zhou Weilun Wang Houqiang Li ViT CVBM 39 66 0 17 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang Ran He ViT 58 54 0 14 Jul 2023
On the Vulnerability of DeepFake Detectors to Attacks Generated by Denoising Diffusion Models Marija Ivanovska Vitomir Štruc DiffM 34 10 0 11 Jul 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 28 17 0 06 Jul 2023
Detecting Images Generated by Deep Diffusion Models using their Local Intrinsic Dimensionality P. Lorenz Ricard Durall J. Keuper DiffM 70 34 0 05 Jul 2023