Artificial immune algorithms

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Summary of the doctoral thesis of Mathematics: Improving some artificial immune algorithms for network intrusion detection

It is impossible to find an optimal algorithm that can reduce time and memory complexities with best detection performance. These aspects are always in conflict with each other. Thus, in each chapter, we will propose algorithms to solve each problem quite independently.

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The thesis for the degree of doctor of Philosophy in mathematics: Improving some artificial immune algorithms for network intrusion detection

Since data representation is one of the factors that affect the training and testing time, a compact and complete detector generation algorithm is investigated; the thesis investigates optimal algorithms to generate detector set in AIS; they help to reduce both training time and detecting time of AIS-based IDSs.

103p larachdumlanat129 20-01-2021 20 4 Download