Proceedings of the 2019 International Conference on Wireless Communication, Network and Multimedia Engineering (WCNME 2019)

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A Hierarchically Collaborative Ant Colony Based Assembly Algorithm for Security Protocol

Authors
Zhuo Yi, Muming Sun, Lifeng Cao, Xuehui Du
Corresponding Author
Zhuo Yi
Available Online June 2019.
DOI
10.2991/wcnme-19.2019.22How to use a DOI?
Keywords
security protocol assembly; collaborative ant colony; reconfigurable security protocol; space-ground integrated network; decision-making
Abstract

Assembly of reconfigurable security protocol remains a major challenge for deploying higher security-level but more complicated security strategies in access points with limited resources and computing abilities. To handle this problem commendably, a hierarchically collaborative ant colony-based assembly algorithm was proposed. This algorithm decomposed the security protocol assembly problem into assembling directions controlling sub-task and cryptographic components selection sub-task. Directions control generated assembly sub-goals and cryptographic components selection schedules the best-fitted components for given sub-goals. Both sub-tasks adopted a modified version of ant colony algorithm to fulfil its targets. These two ant colony algorithms generate a candidate optimal solution collaboratively for the assembly problem. And a hierarchical pheromone was defined to reinforce positive behaviors of ant colony. Additionally, a Lévy theory based stochastic gradient algorithm was adopted to verify and re-optimize the optimal solution. Experiment results suggest that the proposed algorithm outperforms baseline algorithms in convergence and performance.

Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2019 International Conference on Wireless Communication, Network and Multimedia Engineering (WCNME 2019)
Series
Advances in Computer Science Research
Publication Date
June 2019
ISBN
10.2991/wcnme-19.2019.22
ISSN
2352-538X
DOI
10.2991/wcnme-19.2019.22How to use a DOI?
Copyright
© 2019, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

risenwbib
TY  - CONF
AU  - Zhuo Yi
AU  - Muming Sun
AU  - Lifeng Cao
AU  - Xuehui Du
PY  - 2019/06
DA  - 2019/06
TI  - A Hierarchically Collaborative Ant Colony Based Assembly Algorithm for Security Protocol
BT  - Proceedings of the 2019 International Conference on Wireless Communication, Network and Multimedia Engineering (WCNME 2019)
PB  - Atlantis Press
SP  - 91
EP  - 96
SN  - 2352-538X
UR  - https://doi.org/10.2991/wcnme-19.2019.22
DO  - 10.2991/wcnme-19.2019.22
ID  - Yi2019/06
ER  -