2022

• MSMG-Net: Multi-scale Multi-grained Supervised Metworks for Multi-task Image Manipulation Detection and Localization (ArXiv '22) [Paper]

• Towards JPEG-Resistant Image Forgery Detection and Localization Via Self-Supervised Domain Adaptation (TPAMI '22) [Paper]

• ESRNet: Efficient Search and Recognition Network for Image Manipulation Detection (TOMCCAP '22) [Paper] [Tool]

• Learning to localize image forgery using end-to-end attention network (Neurocomputing '22) [Paper] [Code]

• MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection (TPAMI '22) [Paper] [Code]

• Robust Image Forgery Detection Over Online Social Network Shared Images (CVPR '22) [Paper] [Code]

• ObjectFormer for Image Manipulation Detection and Localization (CVPR '22) [Paper]

• GCA-Net: Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection (CVPRW '22) [Paper]

• Non-Semantic Evaluation of Image Forensics Tools: Methodology and Database (WACV '22) [Paper] [Code]

• JPEG Compression-aware Image Forgery Localization (MM '22) [Paper]

• Image Manipulation Localization Using Multi-Scale Feature Fusion and Adaptive Edge Supervision (TMM '22) [Paper]

• PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization (TCSVT '22) [Paper] [Code]

• Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization (TIFS '22) [Paper] [Code] (LocateNet / SATFL)

• M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection (ICMR '22) [Paper] [Code]

• A Principled Design of Image Representation: Towards Forensic Tasks (TPAMI '22) [Paper] [Code]

• TBNet: A Two-stream Boundary-aware Network for Generic Image Manipulation Localization (KDE '22) [Paper]

• Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization (IJCV '22) [Paper] [Code]

• Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection (arXiv '22) (Survey) [Paper]