2 citations · 2 across the 4 of their papers we have counts for
5 papers
Is it my preference? Role Grounding Attack against Agent's Memory via Social Interaction
Haoran Bu, Yiting Shen, Litian Zhang +2
LLM-based agents now share experiences on social platforms and remember new preferences to enhance their performance. However, existing memory systems contain a vulnerability in ro…
GraphWake: Group Polarization via Memory-Mediated Polarization Cascade in LLM-Agent Communities
Haoran Bu, Zejian Chen, Litian Zhang +1
LLM-driven agents can autonomously exchange opinions on online platforms and form communities. Such agent-operated social platforms raise a new security concern: attackers may mani…
Beyond Individual Mimicry: Constructing Human-Like Social network with Graph-Augmented LLM Agents
Haoran Bu, Litian Zhang, Chuxuan Zhang +3
Driven by large language models (LLMs), social bot can autonomously engage in local interactions, whose human-like behaviors enable them to evade social bot detection. However, whi…
JailBench: A Comprehensive Chinese Security Assessment Benchmark for Large Language Models
Shuyi Liu, Simiao Cui, Haoran Bu +2
Large language models (LLMs) have demonstrated remarkable capabilities across various applications, highlighting the urgent need for comprehensive safety evaluations. In particular…
Economics Arena for Large Language Models
Shangmin Guo, Haoran Bu, Haochuan Wang +4
Large language models (LLMs) have been extensively used as the backbones for general-purpose agents, and some economics literature suggest that LLMs are capable of playing various…