ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation

arXiv:2511.14259 · cs.CV · Submitted 2025-11-18 · Read on arXiv

cs.CV

Submitted: 2025-11-18

Updated: 2026-10-13

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Generative Model — 1× in this paper · explained in 2 episodes
• Generative Models — 1× in this paper · explained in 3 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• LoRA Fine-Tuning — 1× in this paper · explained in 3 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes

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