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Fake Image Detection

( Image credit: FaceForensics++ )

Papers

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Showing 1–25 of 37 papers

TitleStatusHype
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal ModelsCode2
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and LocalizationCode2
FaceForensics++: Learning to Detect Manipulated Facial ImagesCode1
Global Texture Enhancement for Fake Face Detection in the WildCode1
Video Face Manipulation Detection Through Ensemble of CNNsCode1
Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images DetectionCode1
MesoNet: a Compact Facial Video Forgery Detection NetworkCode1
Stay-Positive: A Case for Ignoring Real Image Features in Fake Image DetectionCode1
Parents and Children: Distinguishing Multimodal DeepFakes from Natural ImagesCode1
On the Effectiveness of Dataset Alignment for Fake Image DetectionCode1
Imperceptible Adversarial Examples for Fake Image Detection—0
Information-containing Adversarial Perturbation for Combating Facial Manipulation Systems—0
Learning to Disentangle GAN Fingerprint for Fake Image Attribution—0
Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection—0
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection—0
Advance Fake Video Detection via Vision Transformers—0
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale—0
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection—0
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Generation Models—0
Evaluation of Pre-Trained CNN Models for Geographic Fake Image Detection—0
Fake-image detection with Robust Hashing—0
FakeLocator: Robust Localization of GAN-Based Face Manipulations—0
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering—0
Geo-DefakeHop: High-Performance Geographic Fake Image Detection—0
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection—0
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