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Complex networks are ubiquitous even in the form of attack and defense graphs of many fields such as national security, military operation, cyber security, air defense system, biological immune system and so on. In the real world, complex networks exist in both static and dynamic forms. By understanding attack and defense in static and dynamic complex networks, scientists and researchers can make decisions in developing and implementing methodologies of many fields as we can say, from the fields of immunology to national security. In this research, a large amount of static and dynamic scale-free and small world networks have been generated as complex networks and a large amount of attack and defense graphs have been generated for those generated complex networks where several mechanistic and statistical analysis methods have been applied. To generate a large amount of static and dynamic complex networks and their attack and defense graphs, several network generation algorithms have been implemented where parameters have been chosen to produce all possible types of static and dynamic complex networks and their corresponding attack and defense graphs. Besides analyzing attack and defense graphs for each generated complex network,the stability and sustainability in each generated complex network after having defense of each attack has been studied and analyzed. |
