ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

9 March 2021

Siyu Chen

Ziwei Liu

Papers citing "ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis"

50 / 75 papers shown

Title
TruthLens:A Training-Free Paradigm for DeepFake Detection Ritabrata Chakraborty Rajatsubhra Chakraborty Ali Khaleghi Rahimian Thomas MacDougall 39 1 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 59 0 0 19 Mar 2025
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024 Nuria Alina Chandra Ryan Murtfeldt Lin Qiu Arnab Karmakar Hannah Lee ... Sejin Paik Changyeon Lee Jongwook Choi Aerin Kim O. Etzioni 56 2 0 04 Mar 2025
DiffFake: Exposing Deepfakes using Differential Anomaly Detection Sotirios Stamnas Victor Sanchez 41 1 0 22 Feb 2025
Exploring Active Data Selection Strategies for Continuous Training in Deepfake Detection Yoshihiko Furuhashi Junichi Yamagishi Xin Eric Wang H. Nguyen Isao Echizen 40 0 0 11 Feb 2025
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 79 2 0 29 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 0 0 26 Nov 2024
Towards More Accurate Fake Detection on Images Generated from Advanced Generative and Neural Rendering Models Chengdong Dong Vijayakumar Bhagavatula Zhenyu Zhou Ajay Kumar 36 0 0 13 Nov 2024
MiRAGeNews: Multimodal Realistic AI-Generated News Detection Runsheng Huang Liam Dugan Y. Yang Chris Callison-Burch 23 3 0 11 Oct 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
Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes Zhixin Xie Jun Luo 23 0 0 17 Sep 2024
1M-Deepfakes Detection Challenge Zhixi Cai Abhinav Dhall Shreya Ghosh Munawar Hayat D. Kollias Kalin Stefanov Usman Tariq 23 1 0 11 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
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models Fanqing Meng J. Wang Chuanhao Li Quanfeng Lu Hao Tian ... Jifeng Dai Yu Qiao Ping Luo Kaipeng Zhang Wenqi Shao VLM 50 17 0 05 Aug 2024
Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks Yunfeng Diao Na Zhai Changtao Miao Xun Yang Meng Wang Xun Yang Meng Wang AAML 39 1 0 30 Jul 2024
Towards Understanding Unsafe Video Generation Yan Pang Aiping Xiong Yang Zhang Tianhao Wang EGVM 27 2 0 17 Jul 2024
DF40: Toward Next-Generation Deepfake Detection Zhiyuan Yan Taiping Yao Shen Chen Yandan Zhao Xinghe Fu ... Donghao Luo Li Yuan Chengjie Wang Shouhong Ding Yunsheng Wu 23 27 0 19 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 34 0 0 13 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
RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection Liting Huang Zhihao Zhang Yiran Zhang Xiyue Zhou Shoujin Wang NoLa 38 2 0 07 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
Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 45 2 0 14 May 2024
Towards Quantitative Evaluation of Explainable AI Methods for Deepfake Detection K. Tsigos Evlampios Apostolidis Spyridon Baxevanakis Symeon Papadopoulos Vasileios Mezaris AAML 25 6 0 29 Apr 2024
FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge Hanzhe Li Yuezun Li Jiaran Zhou Bin Li Junyu Dong CVBM 23 7 0 22 Apr 2024
Dyadic Interaction Modeling for Social Behavior Generation Minh Tran Di Chang Maksim Siniukov Mohammad Soleymani VGen 21 0 0 14 Mar 2024
GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning Yaning Zhang Zitong Yu Xiaobin Huang Linlin Shen Jianfeng Ren 14 5 0 03 Feb 2024
Diffusion Facial Forgery Detection Harry Cheng Yangyang Guo Tianyi Wang L. Nie Mohan S. Kankanhalli 56 16 0 29 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 21 4 0 24 Jan 2024
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 3 0 17 Dec 2023
DETER: Detecting Edited Regions for Deterring Generative Manipulations Sai Wang Ye Zhu Ruoyu Wang Amaya Dharmasiri Olga Russakovsky Yu Wu 16 1 0 16 Dec 2023
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies Mulin Tian Mahyar Khayatkhoei Joe Mathai Wael AbdAlmageed 16 6 0 28 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 11 26 0 26 Nov 2023
Weakly-supervised deepfake localization in diffusion-generated images Dragos Tantaru Elisabeta Oneata Dan Oneaţă DiffM 21 21 0 08 Nov 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 25 18 0 03 Oct 2023
Emotional Listener Portrait: Neural Listener Head Generation with Emotion Luchuan Song Guojun Yin Zhenchao Jin Xiaoyi Dong Chenliang Xu 17 10 0 29 Sep 2023
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 19 7 0 26 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 8 21 0 20 Sep 2023
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models Haixu Song Shiyu Huang Yinpeng Dong Weijuan Tu 13 20 0 05 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 13 19 0 28 Aug 2023
GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image Mingjian Zhu Hanting Chen Qiang Yan Xu Huang Guanyu Lin Wei Li Zhaopeng Tu Hailin Hu Jie Hu Yunhe Wang VLM 17 118 0 14 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 34 29 0 09 Jun 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 17 6 0 11 May 2023
Avatar Fingerprinting for Authorized Use of Synthetic Talking-Head Videos Ekta Prashnani Koki Nagano Shalini De Mello D. Luebke Orazio Gallo 23 2 0 05 May 2023
Glitch in the Matrix: A Large Scale Benchmark for Content Driven Audio-Visual Forgery Detection and Localization Théophile Cabannes Shreya Ghosh Raphaël Marinier Tom Gedeon Alexandre M. Bayen Munawar Hayat 73 21 0 03 May 2023
Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images Zeyu Lu Di Huang Lei Bai Jingjing Qu Chengzhi Wu Xihui Liu Wanli Ouyang 4 51 0 25 Apr 2023
Investigation of ensemble methods for the detection of deepfake face manipulations Nikolaos Giatsoglou Symeon Papadopoulos Y. Kompatsiaris CVBM 26 2 0 14 Apr 2023
Examining the Impact of Provenance-Enabled Media on Trust and Accuracy Perceptions K. J. Kevin Feng Nick Ritchie Pia Blumenthal Andy Parsons Amy X. Zhang 25 14 0 21 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
Anti-Compression Contrastive Facial Forgery Detection Jiajun Huang Xinqi Zhu Chengbin Du Siqi Ma Surya Nepal Chang Xu CVBM 8 3 0 13 Feb 2023
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues Decheng Liu Zeyang Zheng Chunlei Peng Yukai Wang N. Wang Xinbo Gao CVBM 14 15 0 30 Dec 2022