Architecture-Agnostic Feature Synergy for Universal Defense Against Heterogeneous Generative Threats

Bingxue Zhang, Yang Gao, Feida Zhu +2

Generative AI deployment poses unprecedented challenges to content safety and privacy. However, existing defense mechanisms are often tailored to specific architectures (e.g., Diff…