Title :
Evaluation method of effect from network attack considering node multi-property feature
Author :
Qing Cheng ; Jincai Huang ; Zhong Liu ; Cheng Zhu
Author_Institution :
Sci. & Technol. on Inf. Syst. Eng. Lab., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Inspired form the ideas of data field theory and projection pursuit model, a new evaluation method of effect from network attack is proposed. The basic idea is that each node in the network can be thought as a physical particle with multi-property feature, which produces an effect field in the surrounding area, so the relationship between all the nodes forms the topology data field of network. Then, by defining and computing the value of nodes mass, radiation distance and influence factor, we can obtain the potential score value of each node which reflects the network performance. To this end, the method is expected to evaluate network attack effect effectively according to potential score change, and final experiments verify its efficiency and feasibility.
Keywords :
telecommunication network topology; telecommunication security; data field theory; network attack; node multiproperty feature; nodes mass; physical particle; projection pursuit model; radiation distance; Complex networks; Educational institutions; Entropy; Indexes; Laboratories; data field; network attack; potential score; projection pursuit;
Conference_Titel :
Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
Conference_Location :
Jilin
Print_ISBN :
978-1-61284-719-1
DOI :
10.1109/MEC.2011.6025869