Don't Let the Claw Grip Your Hand: A Security Analysis and Defense Framework for OpenClaw. - Zhengyang Shan; Jiayun Xin; Yue Zhang; Minghui Xu (CoRR, 2026)

SAGE: Signal-Amplified Guided Embeddings for LLM-based Vulnerability Detection. - Zhengyang Shan; Xu Qian; Jiayun Xin; Minghui Xu 001; Yue Zhang 025; Zhen Yang; Hao Wu 067; Xiuzhen Cheng (CoRR, 2026)