A Bio-Inspired Cybersecurity Scheme to Protect a Swarm of Robots

被引:2
作者
Hernandez-Herrera, Alejandro [1 ]
Rubio Espino, Elsa [1 ]
Escamilla Ambrosio, Ponciano Jorge [1 ]
机构
[1] Ctr Invest Comp, Inst Politecn Nacl, Mexico City 07738, DF, Mexico
来源
ADVANCES IN COMPUTATIONAL INTELLIGENCE, MICAI 2018, PT II | 2018年 / 11289卷
关键词
Swarm robotics; Bio-inspired cyber security scheme; Cybersecurity; Cyberattack;
D O I
10.1007/978-3-030-04497-8_26
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Swarm robotics describes a multi-robot system characterized by the simplicity of its agents, homogeneous architecture, limited communication skills, local detection, execution of parallel tasks, robustness, scalability, flexibility and decentralized control. However, being a technology in development, the security and vulnerability of the swarm of robots against possible cybernetic attacks have been commonly overlooked. This is of major concern when executing mission-critical activities that inherently require an adequate management of security. In this work, a bio-inspired security mechanism applied to a swarm of robots is proposed. Through computer simulations, it is observed how the mechanism, when executing a homing towards a stationary landmark, allows the swarm of robots to identify abnormal behaviors, caused by a certain cyberattack; subsequently, it establishes a certain tolerance to it and allows to improve the level of availability that is required to continue executing the task at hand.
引用
收藏
页码:318 / 331
页数:14
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