ID-Reveal: Identity-aware DeepFake Video Detection

Author:

Cozzolino Davide1,Rossler Andreas2,Thies Justus2,Niesner Matthias2,Verdoliva Luisa1

Affiliation:

1. University Federico II of Naples

2. Technical University of Munich

Funder

Advanced Research Projects Agency

Publisher

IEEE

Reference46 articles.

1. Demo of Face2Face

2. Deferred neural rendering: Image synthesis using neural textures;thies;ACM Transactions on Graphics (Proc SIG- GRAPH,2019

3. DeepFakes detection Dataset;dufour,2019

4. Two-branch recurrent networkfor isolating deepfakes in videos;masi;European Conference on Computer Vision (ECCV),2020

5. Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics

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2. Diff-ID: An Explainable Identity Difference Quantification Framework for DeepFake Detection;IEEE Transactions on Dependable and Secure Computing;2024-09

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4. STIDNet: Identity-Aware Face Forgery Detection With Spatiotemporal Knowledge Distillation;IEEE Transactions on Computational Social Systems;2024-08

5. Training Deepfake Detection Model from Photos with Face Mask;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

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