摘要
多智能体系统作为分布式人工智能的重要分支,已成为解决大型、复杂、分布式及难预测问题的重要手段。在开放网络中,多智能体系统仍面临许多安全问题,潜在的安全威胁很可能影响其实际应用的稳定性、快速性和准确性。基于目前已知的多智能体系统通用模型,介绍了多智能体系统通信协议、访问控制和协调机制中潜在的安全问题,规范了多智能体系统安全性问题的研究体系,总结了系统设计过程中可行的防御技术和隐私保护技术,最后展望了多智能体系统安全研究的发展方向。
Currently,multi-agent systems are an important branch of distributed artificial intelligence and an important means of solving large,complex,distributed,and difficult-to-predict problems.However,in an open network,multiagent systems still face many security issues.Potential security threats are likely to affect the stability,speed,and accuracy of the practical applications of multi-agent systems.Based on the general models of currently known multi-agent systems,the potential security problems in multi-agent system communication protocol,access control,and coordination mechanism are introduced.Research on multi-agent system security problems is standardized,and feasible defense and privacy protection technologies in the system design process are summarized.Finally,the development trend of multi-agent system security research is analyzed.
作者
丁俐夫
颜钢锋
DING Lifu;YAN Gangfeng(College of Electrical Engineering,Zhejiang University,Hangzhou 310027,China;Huanan Industrial Technology Research Institute,Zhejiang University,Guangzhou 510760,China)
出处
《智能系统学报》
CSCD
北大核心
2020年第3期425-434,共10页
CAAI Transactions on Intelligent Systems
基金
国家重点研发计划项目(2018YFB0904900).
关键词
多智能体系统
分布式人工智能
安全威胁
防御机制
网络安全
通信协议
访问控制
协调机制
multi-agent system
distributed artificial intelligence
security threat
defense mechanism
network security
communication protocol
access control
coordination mechanism
