Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Awesome-Deepfakes-Detection
A list of tools, papers and code related to Deepfake Detection.
https://github.com/Daisy-Zhang/Awesome-Deepfakes-Detection
Last synced: 5 days ago
JSON representation
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Survey
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Spatiotemporal Based
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Frequency Based
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Interpretability
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Human-Decision
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Adversarial Attack
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Biological Signal
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Self-Supervised Learning
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Fingerprint Watermark
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Datasets
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Competitions
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Image Datasets
- Website - level detection.<br>2. use DFDC datasets.<br/> 3. the first worldwide competition.<br/> 4. more than 2,000 teams participated. |
- Website - level detection.<br/> 2. use DeeperForensics-1.0 datasets.<br/> 3. simulates real-world scenarios. |
- Website - level generation and video-level detection track.<br/> 2. use Celeb-DF(v2) datasets. |
- Website - level and video-level detection track.<br/> 2. addtional temporal localization track.<br/> 3. use ForgeryNet dataset. |
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Tools
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Recent Conference Papers
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CVPR
- Paper
- Paper - Net)
- Paper - research/CADDM)
- Paper
- Paper - unina/TruFor)
- Paper
- Paper
- Paper
- Paper
- Paper - Li/UniversalFakeDetect)
- Paper
- Paper - visual-forensics)
- Paper - vision/imagenet-sd/)
- Paper
- Paper
- Paper - DeepFake)
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- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper - attention)
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper
- Paper - DeepfakeDetection)
- Paper
- Paper
- Paper
- Paper
- Paper - M2/Fairness-Generalization)
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ICCV
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ECCV
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NeurIPS
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ICLR
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ICML
- Paper - SysSec/GANDCTAnalysis)
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IJCAI
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AAAI
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MM
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Localization
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Meta-Learning
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MM
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Multi-modal Based
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Anomaly Detection
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Generalization
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Identity-Related
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Source Model Attribution
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Fairness
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Real Scenario
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Multiclass Classification
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Federated Learning
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MM
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Knowledge Distillation
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MM
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Depth Based
Categories
Recent Conference Papers
106
Datasets
19
Fingerprint Watermark
14
Frequency Based
14
Self-Supervised Learning
14
Biological Signal
13
Real Scenario
13
Identity-Related
12
Spatiotemporal Based
12
Interpretability
12
Generalization
11
Survey
9
Source Model Attribution
8
Human-Decision
8
Adversarial Attack
6
Multi-modal Based
5
Localization
5
Tools
5
Anomaly Detection
4
Competitions
4
Depth Based
3
Fairness
3
Multiclass Classification
2
Federated Learning
1
Knowledge Distillation
1
Meta-Learning
1