A recent survey from Xi'an Jiaotong University offers a thorough examination of large model agents, a rapidly evolving area in AI. The paper, titled 'Large Model Based Agents: State-of-the-Art, Cooperation Paradigms, Security and Privacy, and Future Trends,' covers the current state of LLM-based agents, their cooperation paradigms, and the security and privacy challenges they face. It discusses how agents can collaborate in multi-agent systems and the potential threats, such as adversarial attacks and data leakage. This survey is essential reading for researchers and engineers working on agentic AI, providing a structured overview of the field and highlighting key areas for future research. The work underscores the importance of building secure and cooperative AI systems as agents become more prevalent.
A comprehensive survey on LLM-based agents covering cooperation paradigms, security threats, and future trends.