- Image Manipulation Detection Based on Ringed Residual Edge Artifact Enhancement and Multiple Attention Mechanisms
- Improving CoatNet for Spatial and JPEG Domain Steganalysis (ICME '23) [Paper]
- A survey on deep learning-based image forgery detection (PR '23) [Paper]
- PL-GNet: Pixel Level Global Network for detection and localization of image forgeries
- Progressive Feedback-Enhanced Transformer for Image Forgery Localization (arXiv '23) [Paper] [Code]
- Secondary Labeling A Novel Labeling Strategy for Image Manipulation Detection (MM '23) [Paper]
- GP-Net: Image Manipulation Detection and Localization via Long-Range Modeling and Transformers (Appl. Sci. (IF: 2.8, not included in CCFs), MDPI, '23) [Paper]
- DS-Net: Dual supervision neural network for image manipulation localization (IET-IPR '23) [Paper]
- Learning to Immunize Images for Tamper Localization and Self Recovery (TPAMI ‘23) [Paper]
- Semantic-agnostic progressive subtractive network for image manipulation detection and localization (Neurocomputing '23) [Paper]
- Towards Effective Image Manipulation Detection with Proposal Contrastive Learning (TCSVT '23) [Paper] [Code]
- Effective image tampering localization with multi-scale ConvNeXt feature fusion (JVCIR '23) [Paper] [Code]
- Evading Detection Actively: Toward Anti-Forensics against Forgery Localization (arXiv '23) [Paper] [Code]
- ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization (TIFS '23) [Paper] [Code]
- Image manipulation detection by multiple tampering traces and edge artifact enhancement (PR '23) [Paper] (EMT-Net)
- CFL-Net: Image Forgery Localization Using Contrastive Learning (WACV '23) [Paper] [Code]
- TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization (CVPR '23) [Paper] [Project] [Code]
- TBFormer: Two-Branch Transformer for Image Forgery Localization (SPL '23) [Paper] [Code]
- Detecting and Grounding Multi-Modal Media Manipulation (CVPR '23) [Paper] [Code] [Project]
- Hierarchical Fine-Grained Image Forgery Detection and Localization (CVPR '23) [Paper] [Code]
- Edge-aware Regional Message Passing Controller for Image Forgery Localization (CVPR '23) [Paper] [Video]
- AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics (CVPRW '23) [Paper] [Dataset]
- TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization (ICCV '23) [Paper] [Code]
- Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning (ICCV '23) [Paper] [Code]
- Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning (ICCV '23) [Paper] [Code] [ResearchGate]
- SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection (ICCV '23) [Paper]
- Uncertainty-guided Learning for Improving Image Manipulation Detection (ICCV '23) [Paper]
- Rethinking Image Forgery Detection via Contrastive Learning and Unsupervised Clustering (arXiv '23) [Paper] [Code]
- Pixel-Inconsistency Modeling for Image Manipulation Localization (arXiv '23) [Paper]
- Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features (arXiv '23) [Paper]
- On the Security of the One-and-a-Half-Class Classifier for SPAM Feature-Based Image Forensics (TIFS '23) (Traditional method, Analysis) [Paper]
