awesome-Deepfakes
All about Deepfakes & Detection
https://github.com/Qingcsai/awesome-Deepfakes
Last synced: 3 days ago
JSON representation
-
3 Deepfake Creation
-
4 Deepfake Detection
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- Automated face swapping and its detection
- Detection of GAN-Generated Fake Images over Social Networks
- Learning to Detect Fake Face Images in the Wild - Chung Hsu; Chia-Yen Lee; Yi-Xiu Zhuang
- On the Generalization of GAN Image Forensics
- Limits of Deepfake Detection: A Robust Estimation Viewpoint
- Deep Fake Image Detection based on Pairwise Learning - Chung Hsu, Yi-Xiu Zhuang and Chia-Yen Lee
- Multi-task learning for detecting and segmenting manipulated facial images and videos
- Multi-attentional Deepfake Detection
- Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain
- Improving the Efficiency and Robustness of Deepfakes Detection through Precise Geometric Features
- Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection
- MagDR: Mask-guided Detection and Reconstruction for Defending Deepfakes
- Intra-frame and temporal inconsistencies
- In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking
- Recurrent Convolutional Strategies for Face Manipulation Detection in Videos
- Two-Stream Neural Networks for Tampered Face Detection - Stream
- MesoNet: a Compact Facial Video Forgery Detection Network
- Detection of Deepfake Video Manipulation
- Exposing DeepFake Videos By Detecting Face Warping Artifacts
- Capsule-forensics: Using Capsule Networks to Detect Forged Images and Videos
- Exposing Deep Fakes Using Inconsistent Head Poses
- Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations
- Combating Deepfake Videos Using Blockchain and Smart Contracts
- Protecting World Leaders Against Deep Fakes
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- On the Generalization of GAN Image Forensics
- Detection of Deepfake Video Manipulation
- On the Generalization of GAN Image Forensics
-
3.1 Face-swapping methods
-
3.2 Face reenactment methods
- Face Anti-spoofing Based on General Image Quality Assessment
- Face spoof detection with image distortion analysis.
- Lip reading sentences in the wild
- Speaker inconsistency detection in tampered video
- Generative adversarial talking head: Bringing portraits to life with a weakly supervised neural network
- Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
- Deferred Neural Rendering: Image Synthesis using Neural Textures
- Talking Face Generation by Adversarially Disentangled Audio-Visual Representation
-
-
2 Deepfakes Datasets
- FaceForensics++
- UADFV
- FaceForensics
- Celeb-DF
- KoDF
- Face Forensics in the Wild
- Deepfake-TIMIT - TIMIT|N|faceswap-GAN
-
1 Deepfakes survey
- DeepFakes: a New Threat to Face Recognition? Assessment and Detection
- Deep Learning for Deepfakes Creation and Detection
- DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection
- Media Forensics and DeepFakes: an overview
- Deeptrace - Zoo/tree/master/the-state-of-deepfakes)
- The Creation and Detection of Deepfakes: A Survey
Programming Languages
Keywords
face-swap
4
deep-face-swap
2
deep-learning
2
deep-neural-networks
2
deepface
2
deepfakes
2
deeplearning
2
faceswap
2
fakeapp
2
machine-learning
2
neural-nets
2
neural-networks
2
myfakeapp
1
openfaceswap
1
gan
1
gans
1
generative-adversarial-network
1
image-manipulation
1
3d-models
1
computer-vision
1
face-alignment
1
optimization
1
arxiv
1
creating-deepfakes
1
deepfacelab
1
deepfake
1
dssim
1
facewrap
1
tensorflow
1