Article

HierForge: A Multi-Modal Hierarchical Framework for Image Forgery Detection via Forensic-Semantic Fusion and Explainable Ensemble

2026-06-15

Abstract excerpt

<title>Abstract</title> <p>The rapid advancement of generative AI has made image forgery detection a critical challenge in multimedia security. Existing methods either rely on low-level forensic artifacts that lack generalization to novel generation techniques, or leverage high-level semantic reasoning through multi-modal large language models without effectively integrating forensic evidence. We propose HierForg...

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Literature Corpus work: 0f2e8e67-78a8-562a-8abf-7fdeac7705e6
DOI: 10.21203/rs.3.rs-10009709/v1

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