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Fake Image Detection

( Image credit: FaceForensics++ )

Papers

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Showing 1–37 of 37 papers

TitleStatusHype
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and LocalizationCode2
Advance Fake Video Detection via Vision Transformers—0
Towards Explainable Fake Image Detection with Multi-Modal Large Language ModelsCode0
TruthLens:A Training-Free Paradigm for DeepFake Detection—0
PDA: Generalizable Detection of AI-Generated Images via Post-hoc Distribution Alignment—0
Stay-Positive: A Case for Ignoring Real Image Features in Fake Image DetectionCode1
Visual Counter Turing Test (VCT^2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (V_AI)—0
Detecting AutoEncoder is Enough to Catch LDM Generated ImagesCode0
On the Effectiveness of Dataset Alignment for Fake Image DetectionCode1
FIDAVL: Fake Image Detection and Attribution using Vision-Language ModelCode0
FakeBench: Probing Explainable Fake Image Detection via Large Multimodal ModelsCode2
ASAP: Interpretable Analysis and Summarization of AI-generated Image Patterns at Scale—0
Detecting Origin Attribution for Text-to-Image Diffusion ModelsCode0
Transfer Learning of Real Image Features with Soft Contrastive Loss for Fake Image Detection—0
Unveiling the Truth: Exploring Human Gaze Patterns in Fake ImagesCode0
X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection—0
Parents and Children: Distinguishing Multimodal DeepFakes from Natural ImagesCode1
Information-containing Adversarial Perturbation for Combating Facial Manipulation Systems—0
Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images DetectionCode1
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
0/1 Deep Neural Networks via Block Coordinate Descent—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
Learning to Disentangle GAN Fingerprint for Fake Image Attribution—0
Imperceptible Adversarial Examples for Fake Image Detection—0
Fake-image detection with Robust Hashing—0
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection—0
Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering—0
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow ReconstructionCode0
Video Face Manipulation Detection Through Ensemble of CNNsCode1
Global Texture Enhancement for Fake Face Detection in the WildCode1
FakeLocator: Robust Localization of GAN-Based Face Manipulations—0
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous FeaturesCode0
FaceForensics++: Learning to Detect Manipulated Facial ImagesCode1
Learning to Detect Fake Face Images in the WildCode0
MesoNet: a Compact Facial Video Forgery Detection NetworkCode1
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