Aug 25, 2020 · In order to detect the DeepFake digital images more accurately, a method based on face recognition is proposed. Face image feature vectors are ...
In this paper, a new method of DeepFake image forensic analysis based on face recognition is proposed. Combining with face recognition technology such as ...
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This article presents a method to detect face swapped videos when the portrayed person in the video is known.
We found that approximately matching non-frontal pose between test and reference images can greatly improve recognition performance. Moreover, it is the ...
The experimental results on the Celeb-DF data set show that the proposed method has better detection effect than the existing detection methods. DeepFake ...
May 8, 2024 · This article presents a method to detect face swapped videos when the portrayed person in the video is known. We propose using a threshold ...
Dec 20, 2023 · This paper presents a detailed review of past and present DeepFake detection methods with a particular focus on media-modality fusion and machine learning.
Feb 13, 2024 · In this paper, a more reliable assessment framework is proposed to evaluate the performance of learning-based deepfake detectors in more realistic settings.
This work proposes a hierarchical explainable forensics algorithm that incorporates humans in the detection loop.
May 27, 2024 · This research tackles this knowledge gap by providing an up-to-date systematic survey of the digital forensic methods used to detect deepfakes.