TY - GEN
T1 - Resource allocation strategies to maximize network survivability considering of average DOD
AU - Lin, Frank Yeong Sung
AU - Chen, Pei Yu
AU - Chen, Quen Ting
PY - 2012
Y1 - 2012
N2 - In this paper, an innovative metric called Average Degree of Disconnectivity (Average DOD) is proposed. The Average DOD combining the concept of the probability calculated by contest success function with the DOD metric would be used to evaluate the damage degree of network. The larger value of the Average DOD, the more damage degree of the network would be. An attack-defense scenario as a mathematical model would be used to support network operators to predict that all the likelihood strategies both cyber attacker and network defender would take. The attacker could use the attack resources to launch attack on the nodes of network. On the other hand, the network defender allocates existed resources of defender to protect survival nodes of network. In the process of problem solving, the "gradient method" and "game theory" would be adopted to find the optimal resource allocation strategies for both cyber attacker and network defender.
AB - In this paper, an innovative metric called Average Degree of Disconnectivity (Average DOD) is proposed. The Average DOD combining the concept of the probability calculated by contest success function with the DOD metric would be used to evaluate the damage degree of network. The larger value of the Average DOD, the more damage degree of the network would be. An attack-defense scenario as a mathematical model would be used to support network operators to predict that all the likelihood strategies both cyber attacker and network defender would take. The attacker could use the attack resources to launch attack on the nodes of network. On the other hand, the network defender allocates existed resources of defender to protect survival nodes of network. In the process of problem solving, the "gradient method" and "game theory" would be adopted to find the optimal resource allocation strategies for both cyber attacker and network defender.
KW - Average DOD
KW - Average Degree of Disconnectivity
KW - Contest Success Function
KW - Game Theory
KW - Gradient Method
KW - Network Attack and Defense
KW - Network Survivability
KW - Optimization
KW - Resource Allocation
UR - http://www.scopus.com/inward/record.url?scp=84864324160&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84864324160&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-28765-7_90
DO - 10.1007/978-3-642-28765-7_90
M3 - Conference contribution
AN - SCOPUS:84864324160
SN - 9783642287640
T3 - Advances in Intelligent and Soft Computing
SP - 751
EP - 758
BT - Distributed Computing and Artificial Intelligence - 9th International Conference
T2 - 9th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2012
Y2 - 28 March 2012 through 30 March 2012
ER -