Sensors 2009, 9(11), 9380-9397; doi:10.3390/s91109380
Article

Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps

Received: 9 October 2009; in revised form: 30 October 2009 / Accepted: 4 November 2009 / Published: 20 November 2009
(This article belongs to the Special Issue State-of-the-Art Sensors Technology in Spain)
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: The reliable operation of modern infrastructures depends on computerized systems and Supervisory Control and Data Acquisition (SCADA) systems, which are also based on the data obtained from sensor networks. The inherent limitations of the sensor devices make them extremely vulnerable to cyberwarfare/cyberterrorism attacks. In this paper, we propose a reputation system enhanced with distributed agents, based on unsupervised learning algorithms (self-organizing maps), in order to achieve fault tolerance and enhanced resistance to previously unknown attacks. This approach has been extensively simulated and compared with previous proposals.
Keywords: SCADA control system; cyber security; critical infrastructure; reputation system; countermeasure; security framework
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MDPI and ACS Style

Moya, J.M.; Araujo, Á.; Banković, Z.; De Goyeneche, J.-M.; Vallejo, J.C.; Malagón, P.; Villanueva, D.; Fraga, D.; Romero, E.; Blesa, J. Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps. Sensors 2009, 9, 9380-9397.

AMA Style

Moya JM, Araujo Á, Banković Z, De Goyeneche J-M, Vallejo JC, Malagón P, Villanueva D, Fraga D, Romero E, Blesa J. Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps. Sensors. 2009; 9(11):9380-9397.

Chicago/Turabian Style

Moya, José M.; Araujo, Álvaro; Banković, Zorana; De Goyeneche, Juan-Mariano; Vallejo, Juan Carlos; Malagón, Pedro; Villanueva, Daniel; Fraga, David; Romero, Elena; Blesa, Javier. 2009. "Improving Security for SCADA Sensor Networks with Reputation Systems and Self-Organizing Maps." Sensors 9, no. 11: 9380-9397.

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