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most citedWhy Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models

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cs.CV2026

IDDM: Identity-Decoupled Personalized Diffusion Models with a Tunable Privacy-Utility Trade-off

Linyan Dai, Xinwei Zhang, Haoyang Li +2

Personalized text-to-image diffusion models (e.g., DreamBooth, LoRA) enable users to synthesize high-fidelity avatars from a few reference photos for social expression. However, on…