3 papers
cs.AI2026
AuthorityLens: Rethinking LLM-Based Agent Systems Through the Lens of Authority
Shaojin Chen, Huihao Jing, Wun Yu Chan +7
LLM-based agents are increasingly deployed with authority over consequential resources and decisions in real systems. These agents often operate alongside human and LLM-based parti…
cs.AI2026
Isolation as a First-Class Principle for LLM-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions
Huihao Jing, Wenbin Hu, Shaojin Chen +10
The capability of LLM agents to function as the ``brain'' of a system fundamentally expands the scope of analysis beyond a standalone model. Consequently, safety is no longer only…
cs.CR2026
An Effective and Cost-Efficient Agentic Framework for Ethereum Smart Contract Auditing
Xiaohui Hu, Wun Yu Chan, Yuejie Shi +5
Smart contract security is paramount, but identifying intricate business logic vulnerabilities remains a persistent challenge because existing solutions consistently fall short: ma…