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  • 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 95percent 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 optimisation is then used to further reduce the communication overhead down to 1/2 of the original amount while maintaining the original fraction of secure links.
  • 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 95percent 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 optimisation is then used to further reduce the communication overhead down to 1/2 of the original amount while maintaining the original fraction of secure links. (en)
Title
  • Evolutionary Design of Message Efficient Secrecy Amplification Protocols
  • Evolutionary Design of Message Efficient Secrecy Amplification Protocols (en)
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  • Evolutionary Design of Message Efficient Secrecy Amplification Protocols
  • Evolutionary Design of Message Efficient Secrecy Amplification Protocols (en)
skos:notation
  • RIV/00216224:14330/12:00057349!RIV13-GA0-14330___
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  • P(ED1.1.00/02.0070), P(GAP202/11/0422), S
http://linked.open...vai/riv/dodaniDat
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  • 135320
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  • RIV/00216224:14330/12:00057349
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  • linear genetic programming; secrecy amplification protocols (en)
http://linked.open.../riv/klicoveSlovo
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  • [CF75236B62A0]
http://linked.open...v/mistoKonaniAkce
  • Malaga, Spain
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  • Berlin
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  • LNCS 7244, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012
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  • Matyáš, Václav
  • Sekanina, Lukáš
  • Švenda, Petr
  • Smolka, Tobiáš
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
issn
  • 0302-9743
number of pages
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  • 10.1007/978-3-642-29139-5_17
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  • Springer-Verlag
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  • 9783642291388
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  • 14330
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