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deepfake-research

the paper and datasets for deepfake research

datasets

UADFV

FaceForensics

FaceForensics++

Deepfake-TIMIT

Mesonet data

Celeb-DF

DeepfakeDetection

DFDC preview Dataset

DFDC

DeeperForensics-1.0

Tools

FaceSwap

Deepfakes

Faceswap-GAN

DeepfaceLab

DFaker

DeepFake-tf

Faceswap-Deepfake-Pytorch

Zao

FakeAPP

Faceapp

papers:

survey

DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection

Deep Learning for Deepfakes Creation and Detection: A Survey

A survey of Deepfake and Detection Techniques 深度伪造与检测技术综述

2020:

What makes fake images detectable? Understanding properties that generalize ECCV2020

T-GD: Transferable GAN-generated Images Detection Framework ICML2020

Thinking in Frequency: Face Forgery Detection by Mining Frequency-aware Clues ECCV2020

Leveraging Frequency Analysis for Deep Fake Image Recognition ICML2020

Two-branch Recurrent Network for Isolating Deepfakes in Videos ECCV2020

FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces IJCAI2020

Face Manipulation Detection via Auxiliary Supervision NeruIPS2020

Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder ACM ICIKM

Generate, Segment and Refine: Towards Generic Manipulation Segmentation AAAI2020

2019

2018:

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the paper and datasets for deepfake research

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