2 papers
cs.CR2026
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…
cs.CL2025
Influence Guided Context Selection for Effective Retrieval-Augmented Generation
Jiale Deng, Yanyan Shen, Ziyuan Pei +2
Retrieval-Augmented Generation (RAG) addresses large language model (LLM) hallucinations by grounding responses in external knowledge, but its effectiveness is compromised by poor-…