GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection

21 July 2022

Papers citing "GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection"

14 / 14 papers shown

Title
The Cost of Balanced Training-Data Production in an Online Data Market Augustin Chaintreau Roland Maio Juba Ziani 58 0 0 31 Jan 2025
Social Media Authentication and Combating Deepfakes using Semi-fragile Invisible Image Watermarking Aakash Varma Nadimpalli A. Rattani AAML WIGM 43 1 0 02 Oct 2024
Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization Vinaya Sree Katamneni A. Rattani 40 4 0 02 Aug 2024
FairSSD: Understanding Bias in Synthetic Speech Detectors Amit Kumar Singh Yadav Kratika Bhagtani Davide Salvi Paolo Bestagini Edward J.Delp 31 5 0 17 Apr 2024
Preserving Fairness Generalization in Deepfake Detection Li Lin Xinan He Yan Ju Xin Wang Feng Ding Shu Hu 42 35 0 27 Feb 2024
Non-Consensual Synthetic Intimate Imagery: Prevalence, Attitudes, and Knowledge in 10 Countries Rebecca Umbach Nicola Henry G. Beard Colleen M. Berryessa PICV 16 19 0 26 Jan 2024
Facial Forgery-based Deepfake Detection using Fine-Grained Features Aakash Varma Nadimpalli A. Rattani CVBM 34 1 0 10 Oct 2023
MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection Vinaya Sree Katamneni A. Rattani 33 12 0 03 Oct 2023
Recent Advancements In The Field Of Deepfake Detection Natalie Krueger Mounika Vanamala Rushit Dave 31 5 0 10 Aug 2023
Improving Fairness in Deepfake Detection Yan Ju Shu Hu Shan Jia George H. Chen Siwei Lyu 21 32 0 29 Jun 2023
Is Facial Recognition Biased at Near-Infrared Spectrum As Well? Anoop Krishnan B. Neas A. Rattani CVBM 16 3 0 31 Oct 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups Sreeraj Ramachandran A. Rattani FaML 28 13 0 17 Aug 2022
An Examination of Fairness of AI Models for Deepfake Detection Loc Trinh Yong-Jin Liu CVBM 77 35 0 02 May 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics Yuezun Li Xin Yang Pu Sun H. Qi Siwei Lyu 149 1,047 0 27 Sep 2019