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Fake Image Detection

( Image credit: FaceForensics++ )

Papers

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Showing 1–37 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
Parents and Children: Distinguishing Multimodal DeepFakes from Natural ImagesCode1
Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images DetectionCode1
MesoNet: a Compact Facial Video Forgery Detection NetworkCode1
On the Effectiveness of Dataset Alignment for Fake Image DetectionCode1
Stay-Positive: A Case for Ignoring Real Image Features in Fake Image DetectionCode1
FaceForensics++: Learning to Detect Manipulated Facial ImagesCode1
Video Face Manipulation Detection Through Ensemble of CNNsCode1
Global Texture Enhancement for Fake Face Detection in the WildCode1
FIDAVL: Fake Image Detection and Attribution using Vision-Language ModelCode0
Unveiling the Truth: Exploring Human Gaze Patterns in Fake ImagesCode0
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow ReconstructionCode0
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous FeaturesCode0
Detecting Origin Attribution for Text-to-Image Diffusion ModelsCode0
Towards Explainable Fake Image Detection with Multi-Modal Large Language ModelsCode0
Learning to Detect Fake Face Images in the WildCode0
Detecting AutoEncoder is Enough to Catch LDM Generated ImagesCode0
0/1 Deep Neural Networks via Block Coordinate Descent—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
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
MC-LCR: Multi-modal contrastive classification by locally correlated representations for effective face forgery detection—0
PDA: Generalizable Detection of AI-Generated Images via Post-hoc Distribution Alignment—0
TruthLens:A Training-Free Paradigm for DeepFake Detection—0
Visual Counter Turing Test (VCT^2): Discovering the Challenges for AI-Generated Image Detection and Introducing Visual AI Index (V_AI)—0
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