Multi-attentional Deepfake Detection

3 March 2021

Papers citing "Multi-attentional Deepfake Detection"

50 / 242 papers shown

Title
Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning P. Balaji Abhijit Das Srijan Das A. Dantcheva CVBM 13 4 0 25 Aug 2023
Expecting The Unexpected: Towards Broad Out-Of-Distribution Detection Charles Guille-Escuret Pierre-Andre Noel Ioannis Mitliagkas David Vazquez João Monteiro OOD OODD 27 0 0 22 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 36 4 0 11 Aug 2023
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection Cong Zhang H. Qi Shuhui Wang Yuezun Li Siwei Lyu CVBM 33 6 0 03 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 13 1 0 02 Aug 2023
Towards General Visual-Linguistic Face Forgery Detection Ke Sun Shen Chen Taiping Yao Haozhe Yang Xiaoshuai Sun Shouhong Ding R. Ji 28 12 0 31 Jul 2023
Self-Supervised Graph Transformer for Deepfake Detection Aminollah Khormali Ji Yuan ViT 24 7 0 27 Jul 2023
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training Pu Sun H. Qi Yuezun Li Siwei Lyu CVBM 18 1 0 27 Jul 2023
A Unified Framework for Modality-Agnostic Deepfakes Detection Cai Yu Peng-Wen Chen Jiahe Tian Jin Liu Jiao Dai Xi Wang Yesheng Chai Shan Jia Siwei Lyu Jizhong Han 24 0 0 26 Jul 2023
Controllable Guide-Space for Generalizable Face Forgery Detection Yingjie Guo Cheng Zhen Pengfei Yan CVBM AAML 30 21 0 26 Jul 2023
Towards Generalizable Deepfake Detection by Primary Region Regularization Harry Cheng Yangyang Guo Tianyi Wang Liqiang Nie Mohan S. Kankanhalli 36 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 24 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 22 7 0 20 Jul 2023
Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis Jiahe Li Jiawei Zhang Xiao Bai Jun Zhou L. Gu 3DH 26 62 0 18 Jul 2023
TALL: Thumbnail Layout for Deepfake Video Detection Yuting Xu Jian Liang Gengyun Jia Ziming Yang Yanhao Zhang R. He ViT 46 52 0 14 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 20 17 0 06 Jul 2023
LEAT: Towards Robust Deepfake Disruption in Real-World Scenarios via Latent Ensemble Attack Joonkyo Shim H. Yoon DiffM AAML 19 2 0 04 Jul 2023
DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhi Yan Yong Zhang Xinhang Yuan Siwei Lyu Baoyuan Wu ELM 22 65 0 04 Jul 2023
Improving Fairness in Deepfake Detection Yan Ju Shu Hu Shan Jia George H. Chen Siwei Lyu 21 31 0 29 Jun 2023
Searching for the Fakes: Efficient Neural Architecture Search for General Face Forgery Detection Xiao Jin Xinwen Mu Jing Xu CVBM 13 0 0 15 Jun 2023
Generalizable One-shot Neural Head Avatar Xueting Li Shalini De Mello Sifei Liu Koki Nagano Umar Iqbal Jan Kautz 3DH 36 19 0 14 Jun 2023
Unmasking Deepfakes: Masked Autoencoding Spatiotemporal Transformers for Enhanced Video Forgery Detection Sayantan Das Mojtaba Kolahdouzi Levent Özparlak Will Hickie Ali Etemad ViT CVBM 11 3 0 12 Jun 2023
The Age of Synthetic Realities: Challenges and Opportunities J. P. Cardenuto Jing Yang Rafael Padilha Renjie Wan Daniel Moreira Haoliang Li Shiqi Wang Fernanda A. Andaló Sébastien Marcel Anderson de Rezende Rocha DeLMO 42 29 0 09 Jun 2023
Unlearnable Examples for Diffusion Models: Protect Data from Unauthorized Exploitation Zhengyue Zhao Jinhao Duan Xingui Hu Kaidi Xu Chenan Wang Rui Zhang Zidong Du Qi Guo Yunji Chen DiffM WIGM 22 27 0 02 Jun 2023
DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection Rui Shao Tianxing Wu Liqiang Nie Ziwei Liu 16 11 0 01 Jun 2023
Alteration-free and Model-agnostic Origin Attribution of Generated Images Zhenting Wang Chen Chen Yi Zeng Lingjuan Lyu Shiqing Ma 13 5 0 29 May 2023
Building an Invisible Shield for Your Portrait against Deepfakes Jiazhi Guan Tianshu Hu Hang Zhou Zhizhi Guo Lirui Deng Chengbin Quan Errui Ding Youjian Zhao PICV 27 4 0 22 May 2023
Multi-spectral Class Center Network for Face Manipulation Detection and Localization Changtao Miao Qi Chu Zhentao Tan Zhenchao Jin Tao Gong Wanyi Zhuang Yuehua Wu B. Liu Honggang Hu Nenghai Yu CVBM 47 4 0 18 May 2023
Undercover Deepfakes: Detecting Fake Segments in Videos Sanjay Saha Rashindrie Perera Sachith Seneviratne T. Malepathirana Sanka Rasnayaka Deshani Geethika Terence Sim Saman K. Halgamuge DiffM 22 7 0 11 May 2023
Evading Watermark based Detection of AI-Generated Content Zhengyuan Jiang Jinghuai Zhang Neil Zhenqiang Gong WIGM 21 75 0 05 May 2023
Adversarially-Guided Portrait Matting Sergej Chicherin Karen Efremyan 15 3 0 04 May 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan Yong Zhang Yanbo Fan Baoyuan Wu 55 97 0 27 Apr 2023
Discrepancy-Guided Reconstruction Learning for Image Forgery Detection Zenan Shi Haipeng Chen Long Chen Dong Zhang 19 17 0 26 Apr 2023
Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection Anwei Luo Chen Kong Jiwu Huang Yongjian Hu Xiangui Kang Alex C. Kot AAML 25 39 0 24 Apr 2023
Assessment Framework for Deepfake Detection in Real-world Situations Yuhang Lu Touradj Ebrahimi CVBM 19 17 0 12 Apr 2023
Open Set Classification of GAN-based Image Manipulations via a ViT-based Hybrid Architecture J. Wang Omran Alamayreh B. Tondi Mauro Barni CVBM 10 7 0 11 Apr 2023
EKILA: Synthetic Media Provenance and Attribution for Generative Art Kar Balan S. Agarwal Simon Jenni Andy Parsons Andrew Gilbert John Collomosse 22 12 0 10 Apr 2023
Detecting and Grounding Multi-Modal Media Manipulation Rui Shao Tianxing Wu Ziwei Liu 38 57 0 05 Apr 2023
Impact of Video Processing Operations in Deepfake Detection Yuhang Lu Touradj Ebrahimi CVBM 25 3 0 30 Mar 2023
The Stable Signature: Rooting Watermarks in Latent Diffusion Models Pierre Fernandez Guillaume Couairon Hervé Jégou Matthijs Douze Teddy Furon WIGM 15 176 0 27 Mar 2023
VADER: Video Alignment Differencing and Retrieval Alexander Black Simon Jenni Tu Bui Md. Mehrab Tanjim Stefano Petrangeli Ritwik Sinha Viswanathan Swaminathan John Collomosse 23 2 0 23 Mar 2023
Watch Out for the Confusing Faces: Detecting Face Swapping with the Probability Distribution of Face Identification Models Yuxuan Duan Xuhong Zhang Chuer Yu Zonghui Wang S. Ji Wenzhi Chen AAML CVBM 11 0 0 23 Mar 2023
Real Face Foundation Representation Learning for Generalized Deepfake Detection Liang Shi Jie M. Zhang Shiguang Shan CVBM 35 7 0 15 Mar 2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection Juan Hu Xin Liao Difei Gao Satoshi Tsutsui Qian Wang Zheng Qin Mike Zheng Shou AAML 18 4 0 03 Mar 2023
Learning Pairwise Interaction for Generalizable DeepFake Detection Ying Xu Kiran Raja L. Verdoliva Marius Pedersen 24 21 0 26 Feb 2023
Why Do Facial Deepfake Detectors Fail? B. Le Shahroz Tariq A. Abuadbba Kristen Moore Simon S. Woo AAML 19 11 0 25 Feb 2023
Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection Chu Zhou Jiajun Huang Daochang Liu Chengbin Du Siqi Ma Surya Nepal Chang Xu 25 0 0 21 Feb 2023
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 30 3 0 13 Feb 2023
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 21 582 0 26 Jan 2023