DeepFake Detection: Current Challenges and Next Steps

11 March 2020

Papers citing "DeepFake Detection: Current Challenges and Next Steps"

21 / 21 papers shown

Title
Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms J. J. Mathew Rakin Ahsan Sae Furukawa Jagdish Gautham Krishna Kumar Huzaifa Pallan Agamjeet Singh Padda Sara Adamski Madhu Reddiboina Arjun Pankajakshan 21 2 0 18 Mar 2024
Comparative Analysis of Deep-Fake Algorithms Nikhil Sontakke Sejal Utekar Shivansh Rastogi Shriraj Sonawane AAML 21 3 0 06 Sep 2023
Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts Chengzhe Sun Shan Jia Shuwei Hou Ehab AlBadawy Siwei Lyu 122 3 0 18 Feb 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 4 56 0 24 Jan 2023
GLFF: Global and Local Feature Fusion for AI-synthesized Image Detection Yan Ju Shan Jia Jia Cai Haiying Guan Siwei Lyu CVBM 41 24 0 16 Nov 2022
ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation Daniel Kang Tatsunori Hashimoto Ion Stoica Yi Sun 21 12 0 09 Nov 2022
Large-batch Optimization for Dense Visual Predictions Zeyue Xue Jianming Liang Guanglu Song Zhuofan Zong Liang Chen Yu Liu Ping Luo VLM 26 9 0 20 Oct 2022
DeePhy: On Deepfake Phylogeny Kartik Narayan Harsh Agarwal K. Thakral S. Mittal Mayank Vatsa Richa Singh 6 14 0 19 Sep 2022
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review Enes ALTUNCU V. N. Franqueira Shujun Li 21 11 0 21 Aug 2022
FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes Paarth Neekhara Shehzeen Samarah Hussain Xinqiao Zhang Ke Huang Julian McAuley F. Koushanfar AAML 25 21 0 05 Apr 2022
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 24 0 0 18 Mar 2022
Model Attribution of Face-swap Deepfake Videos Shan Jia Xin Li Siwei Lyu CVBM 18 24 0 25 Feb 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 24 63 0 15 Feb 2022
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models Jen-Hao Rick Chang A. Shrivastava H. Koppula Xiaoshuai Zhang Oncel Tuzel DiffM 51 16 0 06 Oct 2021
DeepFakes: Detecting Forged and Synthetic Media Content Using Machine Learning S. Zobaed Md Fazle Rabby Md Istiaq Hossain E. Hossain Sazib Hasan Asif Karim Khan Md. Hasib AAML 38 14 0 07 Sep 2021
Deepfake Detection by Human Crowds, Machines, and Machine-informed Crowds Matthew Groh Ziv Epstein C. Firestone Rosalind W. Picard 49 143 0 13 May 2021
Countering Malicious DeepFakes: Survey, Battleground, and Horizon Felix Juefei Xu Run Wang Yihao Huang Qing-Wu Guo Lei Ma Yang Liu AAML 27 130 0 27 Feb 2021
A Note on Deepfake Detection with Low-Resources Piotr Kawa P. Syga CVBM 14 8 0 09 Jun 2020
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 140 1,044 0 27 Sep 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Viet Quoc Pham Cu Nguyen 25 432 0 25 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 279 10,348 0 12 Dec 2018