AI RESEARCH
Detecting Malicious Concepts without Image Generation in AI-Generated Content (AIGC)
arXiv CS.CV
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ArXi:2502.08921v2 Announce Type: replace-cross The task of text-to-image generation has achieved tremendous success in practice, with emerging concept generation models capable of producing highly personalized and customized content. Fervor for concept generation is increasing rapidly among users, and platforms for concept sharing have sprung up. The concept owners may upload malicious concepts and disguise them with non-malicious text descriptions and example images to deceive users into downloading and generating malicious content.