Multi-attentional Deepfake Detection

3 March 2021

Papers citing "Multi-attentional Deepfake Detection"

50 / 242 papers shown

Title
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal Fengchuang Xing Xiao-Wen Shi Yuan-Gen Wang Chunsheng Yang DiffM 32 0 0 13 May 2024
Credible, Unreliable or Leaked?: Evidence Verification for Enhanced Automated Fact-checking Zacharias Chrysidis Stefanos-Iordanis Papadopoulos Symeon Papadopoulos P. Petrantonakis 31 8 0 29 Apr 2024
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection K. Tsigos Evlampios Apostolidis Spyridon Baxevanakis Symeon Papadopoulos Vasileios Mezaris AAML 41 6 0 29 Apr 2024
Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories Zongmei Chen Xin Liao Xiaoshuai Wu Yanxiang Chen 34 3 0 28 Apr 2024
Are Watermarks Bugs for Deepfake Detectors? Rethinking Proactive Forensics Xiaoshuai Wu Xin Liao Bo Ou Yuling Liu Zheng Qin WIGM 35 9 0 27 Apr 2024
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis Shivangi Yadav Arun Ross GAN 34 1 0 26 Apr 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 62 7 0 25 Apr 2024
Counterfactual Explanations for Face Forgery Detection via Adversarial Removal of Artifacts Yang Li Songlin Yang Wei Wang Ziwen He Bo Peng Jing Dong AAML 24 2 0 12 Apr 2024
Band-Attention Modulated RetNet for Face Forgery Detection Zhida Zhang Jie Cao Wenkui Yang Qihang Fan Kai Zhou Ran He CVBM ViT 25 1 0 09 Apr 2024
Deepfake Generation and Detection: A Benchmark and Survey Gan Pei Jiangning Zhang Menghan Hu Zhenyu Zhang Chengjie Wang Yunsheng Wu Guangtao Zhai Jian Yang Chunhua Shen Dacheng Tao 38 25 0 26 Mar 2024
Selective Domain-Invariant Feature for Generalizable Deepfake Detection Yingxin Lai Guoqing Yang Zhiming Luo Shaozi Li 46 14 0 19 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 42 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
Real is not True: Backdoor Attacks Against Deepfake Detection Hong Sun Ziqiang Li Lei Liu Bin Li AAML 36 4 0 11 Mar 2024
Learning Expressive And Generalizable Motion Features For Face Forgery Detection Jingyi Zhang Peng Zhang Jingjing Wang Di Xie Shiliang Pu 30 1 0 08 Mar 2024
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection Jiawei Liang Siyuan Liang Aishan Liu Xiaojun Jia Junhao Kuang Xiaochun Cao AAML 24 20 0 18 Feb 2024
EmoSpeaker: One-shot Fine-grained Emotion-Controlled Talking Face Generation Guanwen Feng Haoran Cheng Yunan Li Zhiyuan Ma Chaoneng Li Zhihao Qian Qiguang Miao Chi-Man Pun CVBM 17 2 0 02 Feb 2024
Unified Physical-Digital Face Attack Detection Hao Fang Ajian Liu Haocheng Yuan Junze Zheng Dingheng Zeng ... Jiankang Deng Sergio Escalera Xiaoming Liu Jun Wan Zhen Lei CVBM AAML 21 12 0 31 Jan 2024
Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes Weifeng Liu Tianyi She Jiawei Liu Run Wang Dongyu Yao Ziyou Liang 28 5 0 28 Jan 2024
Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou 30 4 0 24 Jan 2024
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 25 0 0 18 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 30 4 0 17 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
Decentralized Deepfake Detection Blockchain Network using Dynamic Algorithm management Dipankar Sarkar 21 1 0 30 Nov 2023
Deepfakes, Misinformation, and Disinformation in the Era of Frontier AI, Generative AI, and Large AI Models Mohamed R. Shoaib Ze Wang Milad Taleby Ahvanooey Jun Zhao 25 38 0 29 Nov 2023
Trustworthy Large Models in Vision: A Survey Ziyan Guo Li Xu Jun Liu MU 56 0 0 16 Nov 2023
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning Qinlin He Chunlei Peng Decheng Liu Nannan Wang Xinbo Gao 27 4 0 13 Nov 2023
CapST: An Enhanced and Lightweight Model Attribution Approach for Synthetic Videos Wasim Ahmad Yan-Tsung Peng Yuan-Hao Chang Gaddisa Olani Ganfure Sarwar Khan Sahibzada Adil Shahzad 15 0 0 07 Nov 2023
Detecting Generated Images by Real Images Only Xiuli Bi Bo Liu Fan Yang Bin Xiao Weisheng Li Gao Huang P. Cosman 38 9 0 02 Nov 2023
Facial Forgery-based Deepfake Detection using Fine-Grained Features Aakash Varma Nadimpalli A. Rattani CVBM 26 1 0 10 Oct 2023
Perceptual Artifacts Localization for Image Synthesis Tasks Lingzhi Zhang Zhengjie Xu Connelly Barnes Yuqian Zhou Qing Liu He Zhang Sohrab Amirghodsi Zhe-nan Lin Eli Shechtman Jianbo Shi DiffM 32 21 0 09 Oct 2023
Cross-domain Robust Deepfake Bias Expansion Network for Face Forgery Detection Weihua Liu Lin Li Chaochao Lin Said Boumaraf CVBM 28 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
Integrating Audio-Visual Features for Multimodal Deepfake Detection Sneha Muppalla Shan Jia Siwei Lyu 25 19 0 05 Oct 2023
MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection Vinaya Sree Katamneni A. Rattani 28 12 0 03 Oct 2023
How Close are Other Computer Vision Tasks to Deepfake Detection? H. Nguyen Junichi Yamagishi Isao Echizen CVBM 19 2 0 02 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 27 7 0 30 Sep 2023
UVL: A Unified Framework for Video Tampering Localization Tingliang Feng Xianfeng Zhao Jinchuan Li Yun Cao AAML 19 4 0 28 Sep 2023
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 35 7 0 26 Sep 2023
Detecting and Grounding Multi-Modal Media Manipulation and Beyond Rui Shao Tianxing Wu Jianlong Wu Liqiang Nie Ziwei Liu 13 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 10 21 0 20 Sep 2023
Locate and Verify: A Two-Stream Network for Improved Deepfake Detection Chao Shuai Jieming Zhong Shuang Wu Feng Lin Zhibo Wang Zhongjie Ba Zhenguang Liu Lorenzo Cavallaro Kui Ren 36 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 26 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 Zhibo Wang Lorenzo Cavallaro Kui Ren CLL 38 16 0 18 Sep 2023
DF-TransFusion: Multimodal Deepfake Detection via Lip-Audio Cross-Attention and Facial Self-Attention Aaditya Kharel Manas Paranjape Aniket Bera 34 3 0 12 Sep 2023
Quality-Agnostic Deepfake Detection with Intra-model Collaborative Learning B. Le Simon S. Woo AAML 24 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 29 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 32 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 29 21 0 28 Aug 2023