Title :
Optimal Defense Strategy Against Intentional Attacks
Author :
Levitin, Gregory
Author_Institution :
Israel Electr. Corp. Ltd., Haifa
fDate :
3/1/2007 12:00:00 AM
Abstract :
This paper presents a generalized model of damage caused to a complex multi-state series-parallel system by intentional attack. The model takes into account the defense strategy that presumes separation and protection of system elements. The defense strategy optimization methodology is suggested, based on the assumption that the attacker tries to maximize the expected damage of an attack. An optimization algorithm is presented that uses a universal generating function technique for evaluating the losses caused by system performance reduction, and a genetic algorithm for determining the optimal defense strategy. Illustrative examples of defense strategy optimization are presented
Keywords :
genetic algorithms; large-scale systems; reliability theory; complex multistate series-parallel system; damage model; defense strategy optimization algorithm; genetic algorithm; intentional attacks; optimal defense strategy; system performance reduction; system reliability analysis; universal generating function technique; Availability; Character generation; Cost function; Genetic algorithms; Optimization methods; Performance evaluation; Performance loss; Power generation; Protection; System performance; Attacker´s strategy; defense strategy; genetic algorithm; multi-state system; optimization; protection; separation; survivability; universal generating function;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2006.884599