Efficient Secure Communication for Distributed Multi-Agent Systems

被引:3
作者
Costa, Davide [1 ]
Garrido, Daniel [1 ]
Silva, Daniel Castro [1 ]
机构
[1] Univ Porto, Fac Engn, Artificial Intelligence & Comp Sci Lab, LIACC,FEUC, Rua Dr Roberto Frias S-N, P-4200465 Porto, Portugal
来源
ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 1 | 2021年
关键词
Multi-Agent; Middleware; Security; Distributed; Architecture;
D O I
10.5220/0010375605430552
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The use of multi-agent systems has been increasing and with it the need to improve communication performance and to make it secure. In a system with hundreds of agents, in which their reaction must be fast, it is essential to ensure low latency and high message throughput. These agents can work in a cooperative or competitive environment and, especially in the last, the absence of secure communications opens the possibility for malicious agents to intercept and/or change the content of the messages. This paper explores alternatives to the Message Transport Service as described in the Foundation for Intelligent Physical Agents architecture for multi-agent systems, namely using message-oriented middleware. It also introduces a new component to the typical multi-agent system architecture, the certification authority service. This component is responsible for creating certificates that platform agents can use to ensure their identity and communicate safely. This architecture also manages external agents distribution across several machines, similar to a federated environment, making the system more suitable for computationally demanding scenarios. The architecture was tested on an existing simulation platform, showing very good results.
引用
收藏
页码:543 / 552
页数:10
相关论文
共 55 条
[1]  
[Anonymous], Introduction
[2]  
[Anonymous], 2017, JADE
[3]  
Apache Software Foundation, 2019, LEG NOT
[4]  
Apache Software Foundation, COR
[5]  
Apache Software Foundation, DOES ACT COMP ART
[6]  
Bellifemine F., 2007, Wiley Series in Agent Technology
[7]  
Borselius N., 2002, Proceedings of the 2002 International Conference on Security and Management (SAM02), June, Las Vegas, Nevada, 2002, P31
[8]  
Braga R.A. M., 2008, Agent-Based Modeling and Simulation Symposium, 19th European Meeting on Cybernetics and Systems Research, VII, P488
[9]   The Challenge of Real-Time Multi-Agent Systems for Enabling IoT and CPS [J].
Calvaresi, Davide ;
Marinoni, Mauro ;
Sturm, Arnon ;
Schumacher, Michael ;
Buttazzo, Giorgio .
2017 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2017), 2017, :356-364
[10]  
Cardoso HL, 2016, LAW GOV TECHNOL SER, V30, P27, DOI 10.1007/978-3-319-33570-4_3