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A Generic Self-Evolving Multi-Agent Defense Approach Against Cyber Attacks
Abstract
A generic self-evolving multi-agent approach is proposed in this chapter. Most of the existing security approaches are custom designed for specific threats and attacks. However, the fusion of technologies and systems in the fourth industrial revolution and therefore the nature of its current cyber environment increasingly attracts multiple cyber threats in a single interface. In order to solve this problem, a generic self-evolving multi-agent approach is proposed. Multiple agents interact with each other in light of their reactions towards the environment and its inherent changes. Information from individual agents is collected and integrated to form the abstract compartment of the structure. The important aspects are analyzed including demonstrating how the abstract domain can be obtained from the custom interactions at the low-level domain of the proposed approach. The analysis explores the existing works in the area and how they have been advanced in the fourth industrial revolution.
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