Evolutionary Design of Message Efficient Secrecy Amplification Protocols

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{smolka:2012:EuroGP,

• author = "Tobias Smolka and Petr Svenda and Lukas Sekanina and Vashek Matyas",
• title = "Evolutionary Design of Message Efficient Secrecy Amplification Protocols",
• booktitle = "Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012",
• year = "2012",
• month = "11-13 " # apr,
• editor = "Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta",
• series = "LNCS",
• volume = "7244",
• publisher = "Springer Verlag",
• address = "Malaga, Spain",
• pages = "194--205",
• organisation = "EvoStar",
• isbn13 = "978-3-642-29138-8",
• DOI = "doi:10.1007/978-3-642-29139-5_17",
• keywords = "genetic algorithms, genetic programming, linear genetic programming, Secrecy amplification, Multi-objective",
• abstract = "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.",
• notes = "Part of \cite{Moraglio:2012:GP} EuroGP'2012 held in conjunction with EvoCOP2012 EvoBIO2012, EvoMusArt2012 and EvoApplications2012",

}

Genetic Programming entries for Tobias Smolka Petr Svenda Lukas Sekanina Vashek (Vaclav) Matyas

Citations