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WEBIMAGESHEPHERD: A Lightweight Framework for Robust Forgery Localization under Website Image Attacks

https://doi.org/10.2139/ssrn.7593341
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/int.22939openalex-snapshot
Image splicing forgery detection by combining synthetic adversarial networks and hybrid dense U‐net based on multiple spaces
inferredcites →https://doi.org/10.1016/j.eswa.2024.125825openalex-snapshot
Spectral information guidance network for tampering localization of high-resolution satellite map
inferredcites →https://doi.org/10.1109/spw53761.2021.00062openalex-snapshot
The Remote on the Local: Exacerbating Web Attacks Via Service Workers Caches
inferredcites →https://doi.org/10.1109/tcsvt.2021.3075039openalex-snapshot
IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention
inferredcites →https://doi.org/10.1109/tcsvt.2022.3189545openalex-snapshot
PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization
inferredcites →https://doi.org/10.1109/tcsvt.2025.3601659openalex-snapshot
DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation Through Adaptive Frequency Transformer and Prototype Learning
inferredcites →https://doi.org/10.1109/tcsvt.2026.3661555openalex-snapshot
F2Mamba: Forgery-Guided Vision Mamba With Multi-Scale Frequency Perception for General Image Forgery Localization
inferredcites →https://doi.org/10.1109/tdsc.2025.3583167openalex-snapshot
Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering
inferredcites →https://doi.org/10.1109/tifs.2016.2636089openalex-snapshot
Multi-Scale Analysis Strategies in PRNU-Based Tampering Localization
inferredcites →https://doi.org/10.1109/tifs.2018.2825953openalex-snapshot
Constrained Convolutional Neural Networks: A New Approach Towards General Purpose Image Manipulation Detection
inferredcites →https://doi.org/10.1109/tifs.2022.3144878openalex-snapshot
Robust Image Forgery Detection Against Transmission Over Online Social Networks
inferredcites →https://doi.org/10.1109/tifs.2025.3541957openalex-snapshot
Exploring Multi-View Pixel Contrast for General and Robust Image Forgery Localization
inferredcites →https://doi.org/10.1109/tifs.2026.3705331openalex-snapshot
SHL-Net: Semantics-Enhanced Network for Localizing Harmonized Image Splicing
inferredcites →https://doi.org/10.1145/1772690.1772784openalex-snapshot
Reining in the web with content security policy
inferredcites →https://doi.org/10.1145/3633203openalex-snapshot
A Comprehensive Survey on Methods for Image Integrity
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