Prof. Ing. Lukáš Sekanina, Ph.D.

SMOLKA Tobiáš, ŠVENDA Petr, SEKANINA Lukáš and MATYÁŠ Václav. Evolutionary Design of Message Efficient Secrecy Amplification Protocols. In: Proc. of the 15th European Conference on Genetic Programming. Heidelberg: Springer Verlag, 2012, pp. 194-205. ISBN 978-3-642-29138-8.
Publication language:english
Original title:Evolutionary Design of Message Efficient Secrecy Amplification Protocols
Title (cs):Evoluční návrh účinných protokolů pro amplifikaci bezpečnosti
Proceedings:Proc. of the 15th European Conference on Genetic Programming
Conference:15th European Conference on Genetic Programming
Series:LNCS 7244
Place:Heidelberg, DE
Publisher:Springer Verlag
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linear genetic programming, wireless sensor network, security
Secrecy amplification protocols are mechanisms that can significantly improve security of partially compromised wireless sensor networks (e.g., turning a half-compromised network into the 95% secure one). The main disadvantage of existing protocols is a high communication overhead increasing exponentially with network density. We devise a novel family of these protocols exhibiting only a linear increase of the communication overhead. The protocols are automatically generated by linear genetic programming (LGP) connected to a network simulator. After a deep analysis of various characteristics of this new family of protocols, with a special focus on the tuning of LGP parameters, new and better group-oriented protocols are discovered by LGP. A multi-criteria optimization is then utilized to further reduce the communication overhead down to 1/2 of the original amount while maintaining the original fraction of secure links.
   author = {Tobi{\'{a}}{\v{s}} Smolka and Petr {\v{S}}venda
	and Luk{\'{a}}{\v{s}} Sekanina and V{\'{a}}clav
   title = {Evolutionary Design of Message Efficient Secrecy
	Amplification Protocols},
   pages = {194--205},
   booktitle = {Proc. of the 15th European Conference on Genetic Programming},
   series = {LNCS 7244},
   year = 2012,
   location = {Heidelberg, DE},
   publisher = {Springer Verlag},
   ISBN = {978-3-642-29138-8},
   doi = {10.1007/978-3-642-29139-5_17},
   language = {english},
   url = {}

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