Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal
and Multimodal Detectors

Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors

7 September 2021

Papers citing "Evaluation of an Audio-Video Multimodal Deepfake Dataset using Unimodal and Multimodal Detectors"

15 / 15 papers shown

Title
CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation Yuxuan Du Zhendong Wang Yuhao Luo Caiyong Piao Zhiyuan Yan Hao Li Li Yuan 19 0 0 21 May 2025
Deepfake Media Forensics: State of the Art and Challenges Ahead Irene Amerini Mauro Barni Sebastiano Battiato Paolo Bestagini Giulia Boato ... Davide Salvi Stefano Tubaro Claudia Melis Tonti Massimo Villari D. Vitulano AAML 56 5 0 01 Aug 2024
Detecting Multimedia Generated by Large AI Models: A Survey Li Lin Neeraj Gupta Yue Zhang Hainan Ren Chun-Hao Liu Feng Ding Xin Eric Wang Xin Li Luisa Verdoliva Shu Hu 88 58 0 22 Jan 2024
AVTENet: Audio-Visual Transformer-based Ensemble Network Exploiting Multiple Experts for Video Deepfake Detection Ammarah Hashmi Sahibzada Adil Shahzad Chia-Wen Lin Yu Tsao Hsin-Min Wang ViT 55 6 0 19 Oct 2023
Deepfake in the Metaverse: Security Implications for Virtual Gaming, Meetings, and Offices Shahroz Tariq A. Abuadbba Kristen Moore 23 22 0 26 Mar 2023
FakeOut: Leveraging Out-of-domain Self-supervision for Multi-modal Video Deepfake Detection Gil Knafo Ohad Fried 36 5 0 01 Dec 2022
Do You Really Mean That? Content Driven Audio-Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization Zhixi Cai Kalin Stefanov Abhinav Dhall Munawar Hayat 27 3 0 13 Apr 2022
Deepfake Detection for Facial Images with Facemasks D. Ko Sangjun Lee Jin-Yeol Park Saebyeol Shin Do-Soon Hong Simon S. Woo CVBM 37 7 0 23 Feb 2022
FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset Hasam Khalid Shahroz Tariq Minha Kim Simon S. Woo 38 187 0 11 Aug 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection Bojia Zi Minghao Chang Jingjing Chen Xingjun Ma Yu-Gang Jiang CVBM 103 375 0 05 Jan 2021
Gimme Signals: Discriminative signal encoding for multimodal activity recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 51 51 0 13 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing Zitong Yu Chenxu Zhao Zezheng Wang Yunxiao Qin Z. Su Xiaobai Li Feng Zhou Guoying Zhao CVBM 67 411 0 09 Mar 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,051 0 27 Sep 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 266 2,242 0 14 Jun 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Zhehuai Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 207 821 0 12 Jun 2018