ShadowMerge: A Novel Poisoning Attack on Graph-Based Agent Memory via Relation-Channel Conflicts. - Yang Luo; Zifeng Kang; Tiantian Ji; Xinran Liu; Yong Liu; Shuyu Li; Lingyun Peng (CoRR, 2026)

StructBreak: Structural Cognitive Overload-Induced Safety Failures in MLLMs. - Yang Luo; Xinran Liu; Tiantian Ji; Zhiyi Yin; Lingyun Peng; Shuyu Li (CoRR, 2026)