Concept QuickLook performs malicious-concept detection on text-to-image concept files using matching and fuzzy modes without any image generation.
Catch you everything everywhere: Guarding textual inversion via concept watermarking
2 Pith papers cite this work. Polarity classification is still indexing.
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TokenTrace watermarks diffusion generations by jointly perturbing prompt embeddings and latent noise, enabling query-driven recovery of multiple independent concepts from one image.
citing papers explorer
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Detecting Malicious Concepts without Image Generation in AI-Generated Content (AIGC)
Concept QuickLook performs malicious-concept detection on text-to-image concept files using matching and fuzzy modes without any image generation.
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TokenTrace: Multi-Concept Attribution through Watermarked Token Recovery
TokenTrace watermarks diffusion generations by jointly perturbing prompt embeddings and latent noise, enabling query-driven recovery of multiple independent concepts from one image.