The Internet has brought about several threats of information security to individuals and cooperates. It is difficult to keep a network completely safe because cyber attackers can launch attacks through networks without limitations of time and space. As a result, it is an important and critical issue be able to efficiently evaluate network survivability. In this paper, an innovative metric called the Degree of Disconnectivity (DOD) is proposed, which is used to evaluate the damage level of the network. A network attack-defense scenario is also considered in this problem, in which the attack and defense actions are composed by many rounds with each round containing two stages. In the first stage, defenders deploy limited resources on the nodes resulting in attackers needing to increase attack costs to compromise the nodes. In the second stage, the attacker uses his limited budget to launch attacks, trying to maximize the damage of the network. The Lagrangean Relaxation Method is applied to obtain optimal solutions for the problem.
[1]
Marshall L. Fisher,et al.
The Lagrangian Relaxation Method for Solving Integer Programming Problems
,
2004,
Manag. Sci..
[2]
Frank Yeong-Sung Lin,et al.
Maximization of network robustness considering the effect of escalation and accumulated experience of intelligent attackers
,
2009
.
[3]
Nancy R. Mead,et al.
Survivable Network Systems: An Emerging Discipline
,
1997
.
[4]
A. M. Geoffrion.
Lagrangean Relaxation and Its Uses in Integer Programming
,
1972
.
[5]
Wei Jiang,et al.
A Game Theoretic Method for Decision and Analysis of the Optimal Active Defense Strategy
,
2007,
2007 International Conference on Computational Intelligence and Security (CIS 2007).
[6]
Hong-Hsu Yen,et al.
Evaluation of Network Survivability Considering Degree of Disconnectivity
,
2011,
HAIS.
[7]
Jing Zhao,et al.
A Model of Hierarchical Key Assignment Scheme with CRT
,
2007
.