DocumentCode
773837
Title
Measures of Network Vulnerability
Author
Vardi, Yehuda ; Zhang, Cun-Hui
Author_Institution
Dept. of Stat., Rutgers Univ., Piscataway, NJ
Volume
14
Issue
5
fYear
2007
fDate
5/1/2007 12:00:00 AM
Firstpage
313
Lastpage
316
Abstract
We propose measures of network vulnerability and study some of their properties. We define a network as a triplet (G,R,F), where G is the graph of the network, R is the routing protocol specifying how traffic flows on G, and F is the traffic load (typically random). Based on this structure, we calculate the expected loss of traffic from an "attack" which eliminates ttimes100% of the network\´s links. The result is a network vulnerability curve (NVC) measuring expected loss as a function of t,0lestles1. Clearly, different attack strategies (e.g., random versus malicious) could cause different levels of damages so, accordingly, we define four key NVCs: malicious, greedy, random, and Bernoulli, and study their mathematical properties. Some extensions are discussed
Keywords
graph theory; routing protocols; telecommunication network reliability; telecommunication traffic; NVC measurement; network graph; network vulnerability curve; routing protocol; traffic flow; traffic load; Communication networks; Loss measurement; Network topology; Probability distribution; Routing protocols; Statistics; Telecommunication network reliability; Telecommunication traffic; Concavity; greedy attack; malicious attack; network; random attack; reliability; security; self similarity; vulnerability;
fLanguage
English
Journal_Title
Signal Processing Letters, IEEE
Publisher
ieee
ISSN
1070-9908
Type
jour
DOI
10.1109/LSP.2006.888290
Filename
4154738
Link To Document