Seeing the Unseen: Rethinking Illicit Promotion Detection with In-Context Learning

Sangyi Wu, Junpu Guo, Xianghang Mi

Illicit online promotion is a persistent threat that evolves to evade detection. Existing moderation systems remain tethered to platform-specific supervision and static taxonomies,…