Multi-attentional Deepfake Detection

3 March 2021

Papers citing "Multi-attentional Deepfake Detection"

50 / 242 papers shown

Title
LAMM-ViT: AI Face Detection via Layer-Aware Modulation of Region-Guided Attention Jiangling Zhang Weijie Zhu Jirui Huang Yaxiong Chen 31 0 0 12 May 2025
Cross-Branch Orthogonality for Improved Generalization in Face Deepfake Detection Tharindu Fernando Clinton Fookes S. Sridharan Simon Denman 41 0 0 08 May 2025
Learning Real Facial Concepts for Independent Deepfake Detection Ming-Hui Liu Harry Cheng Tianyi Wang Xin Luo Xin-Shun Xu 41 0 0 07 May 2025
Active Light Modulation to Counter Manipulation of Speech Visual Content Hadleigh Schwartz Xiaofeng Yan Charles J. Carver Xia Zhou 66 0 0 30 Apr 2025
Towards Generalizable Deepfake Detection with Spatial-Frequency Collaborative Learning and Hierarchical Cross-Modal Fusion Mengyu Qiao Runze Tian Yang Wang 33 0 0 24 Apr 2025
Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics Yiran He Yun Cao Bowen Yang Zeyu Zhang 24 0 0 16 Apr 2025
LoRAX: LoRA eXpandable Networks for Continual Synthetic Image Attribution Danielle Sullivan-Pao Nicole Tian Pooya Khorrami CLL 57 0 0 10 Apr 2025
SUEDE:Shared Unified Experts for Physical-Digital Face Attack Detection Enhancement Zuying Xie Changtao Miao Ajian Liu J. Guo Feng-Qiang Li D. Guo Yunfeng Diao AAML 21 0 0 07 Apr 2025
$FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection$ FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection Y. Li Ning Li Ajian Liu Hui Ma Liying Yang Xihong Chen Zhiyao Liang Yanyan Liang Jun Wan Zhen Lei AAML 58 0 0 01 Apr 2025
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection Shunxin Chen A. Liu Junze Zheng Jun Wan Kailai Peng Sergio Escalera Zhen Lei AAML 57 0 0 01 Apr 2025
D2Fusion: Dual-domain Fusion with Feature Superposition for Deepfake Detection Xueqi Qiu Xingyu Miao Fan Wan Haoran Duan Tejal Shah Varun Ojhab Yang Longa R. Ranjan 53 0 0 21 Mar 2025
Unlocking the Capabilities of Vision-Language Models for Generalizable and Explainable Deepfake Detection Peipeng Yu Jianwei Fei Hui Gao Xuan Feng Zhihua Xia Chip-Hong Chang MLLM VLM 75 1 0 19 Mar 2025
Unmasking the Unknown: Facial Deepfake Detection in the Open-Set Paradigm Nadarasar Bahavan Sanjay Saha Ken Chen Sachith Seneviratne Sanka Rasnayaka Saman K. Halgamuge 57 0 0 11 Mar 2025
VoD: Learning Volume of Differences for Video-Based Deepfake Detection Ying Xu Marius Pedersen Kiran Raja 31 0 0 10 Mar 2025
Deepfake Detection via Knowledge Injection Tonghui Li Yuanfang Guo Z. Liu Heqi Peng Yunhong Wang 48 2 0 04 Mar 2025
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias Yizhi Liu Balaji Padmanabhan Siva Viswanathan 42 0 0 16 Feb 2025
Deepfake Detection with Spatio-Temporal Consistency and Attention Yunzhuo Chen Naveed Akhtar Nur Al Hasan Haldar Ajmal Saeed Mian 119 4 0 12 Feb 2025
HFMF: Hierarchical Fusion Meets Multi-Stream Models for Deepfake Detection Anant Mehta Bryant McArthur Nagarjuna Kolloju Zhengzhong Tu 42 0 0 10 Jan 2025
GLCF: A Global-Local Multimodal Coherence Analysis Framework for Talking Face Generation Detection Xiaocan Chen Qilin Yin Jiarui Liu Wei Lu Xiangyang Luo Jiantao Zhou CVBM 84 0 0 18 Dec 2024
Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook Florinel-Alin Croitoru Andrei Iulian Hiji Vlad Hondru Nicolae-Cătălin Ristea Paul Irofti Marius Popescu Cristian Rusu Radu Tudor Ionescu F. Khan Mubarak Shah 84 2 0 29 Nov 2024
Exploring Depth Information for Detecting Manipulated Face Videos Haoyue Wang Sheng Li Ji He Zhenxing Qian Xinpeng Zhang Shaolin Fan CVBM 76 0 0 27 Nov 2024
LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks Tianyi Wang Mengxiao Huang Harry Cheng Xiao Zhang Zhiqi Shen 80 5 0 26 Nov 2024
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey Hong-Hanh Nguyen-Le Van-Tuan Tran Dinh-Thuc Nguyen Nhien-An Le-Khac AAML 102 1 0 26 Nov 2024
DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection Fan Nie Jiangqun Ni Jian Zhang Bin Zhang Weizhe Zhang DiffM 34 1 0 31 Oct 2024
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection Xiufeng Song Xiao Guo J. Zhang Qirui Li Lei Bai Xiaoming Liu Guangtao Zhai Xiaohong Liu DiffM VGen 69 9 0 31 Oct 2024
ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks Renshuai Tao Manyi Le Chuangchuang Tan Huan Liu Haotong Qin Yao Zhao 32 1 0 24 Oct 2024
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection Weijie Zhou Xiaoqing Luo Zhancheng Zhang Jiachen He Xiaojun Wu 24 1 0 14 Oct 2024
Herd Mentality in Augmentation -- Not a Good Idea! A Robust Multi-stage Approach towards Deepfake Detection Monu Rohan Raju Dhanakshirur 21 0 0 07 Oct 2024
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking Aakash Varma Nadimpalli A. Rattani AAML WIGM 30 1 0 02 Oct 2024
Face Forgery Detection with Elaborate Backbone Zonghui Guo Y. Liu Jie Zhang Haiyong Zheng Shiguang Shan AAML CVBM 23 1 0 25 Sep 2024
Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection Yuzhen Lin Wentang Song Bin Li Yuezun Li Jiangqun Ni Han Chen Qiushi Li 26 12 0 22 Sep 2024
Deep Learning Technology for Face Forgery Detection: A Survey Lixia Ma Puning Yang Yuting Xu Ziming Yang Peipei Li Huaibo Huang 40 1 0 22 Sep 2024
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 35 0 0 05 Sep 2024
Learning to Discover Forgery Cues for Face Forgery Detection Jiahe Tian Peng-Wen Chen Cai Yu Xiaomeng Fu Xi Wang Jiao Dai Jizhong Han CVBM AAML 29 6 0 02 Sep 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 32 2 0 29 Aug 2024
La-SoftMoE CLIP for Unified Physical-Digital Face Attack Detection Hang Zou Chenxi Du Hui Zhang Yuan Zhang A. Liu Jun Wan Zhen Lei AAML 31 4 0 23 Aug 2024
Low-Quality Image Detection by Hierarchical VAE Tomoyasu Nanaumi Kazuhiko Kawamoto Hiroshi Kera 20 0 0 20 Aug 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 36 17 0 19 Aug 2024
Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies Marcella Astrid Enjie Ghorbel Djamila Aouada 37 4 0 13 Aug 2024
UniForensics: Face Forgery Detection via General Facial Representation Ziyuan Fang Hanqing Zhao Tianyi Wei Wenbo Zhou Ming Wan Zhanyi Wang Weiming Zhang Neng H. Yu CVBM 36 1 0 26 Jul 2024
Statistics-aware Audio-visual Deepfake Detector Marcella Astrid Enjie Ghorbel Djamila Aouada 37 5 0 16 Jul 2024
Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images? Alexander Vilesov Yuan Tian Nader Sehatbakhsh A. Kadambi 29 0 0 04 Jul 2024
GM-DF: Generalized Multi-Scenario Deepfake Detection Yingxin Lai Zitong Yu Jing Yang Bin Li Xiangui Kang Linlin Shen 24 7 0 28 Jun 2024
Generalized Deepfake Attribution Sowdagar Mahammad Shahid Sudev Kumar Padhi Umesh Kashyap Sk. Subidh Ali 29 1 0 26 Jun 2024
A Large-scale Universal Evaluation Benchmark For Face Forgery Detection Yijun Bei Hengrui Lou Jinsong Geng Erteng Liu Lechao Cheng Jie Song Mingli Song Zunlei Feng CVBM 39 0 0 13 Jun 2024
FSBI: Deepfakes Detection with Frequency Enhanced Self-Blended Images Ahmed Abul Hasanaath Hamzah Luqman Raed Katib Saeed Anwar 31 3 0 12 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 38 3 0 06 Jun 2024
How to Trace Latent Generative Model Generated Images without Artificial Watermark? Zhenting Wang Vikash Sehwag Chen Chen Lingjuan Lyu Dimitris N. Metaxas Shiqing Ma WIGM 36 5 0 22 May 2024
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 48 2 0 14 May 2024