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
相关论文
共 41 条
[11]  
Dias MB, 2004, IEEE INT CONF ROBOT, P3435
[12]   Ant system: Optimization by a colony of cooperating agents [J].
Dorigo, M ;
Maniezzo, V ;
Colorni, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01) :29-41
[13]   A Trust Evaluation Algorithm for Wireless Sensor Networks Based on Node Behaviors and D-S Evidence Theory [J].
Feng, Renjian ;
Xu, Xiaofeng ;
Zhou, Xiang ;
Wan, Jiangwen .
SENSORS, 2011, 11 (02) :1345-1360
[14]   An Open Localization and Local Communication Embodied Sensor [J].
Gutierrez, Alvaro ;
Campo, Alexandre ;
Dorigo, Marco ;
Amor, Daniel ;
Magdalena, Luis ;
Monasterio-Huelin, Felix .
SENSORS, 2008, 8 (11) :7545-7563
[15]  
Hartmann K, 2013, INT CONF CYBER CONFL
[16]  
Holldobler B., 1990, pi
[17]  
Holldobler B., 1994, JOURNEY ANTS
[18]  
(ISO) I.S.O., 1989, 749821989 ISOIEC, P1
[19]  
Javaid AY, 2012, 2012 IEEE INTERNATIONAL CONFERENCE ON TECHNOLOGIES FOR HOMELAND SECURITY, P585, DOI 10.1109/THS.2012.6459914
[20]  
Jones EG, 2006, IEEE INT CONF ROBOT, P570