2023

• 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]