On Feature Selection Algorithms for Effective Botnet Detection

Abstract

On Feature Selection Algorithms for Effective Botnet Detection the features based on their similarity in patterns and checking all combinations within the groups of small number of features which improves the time complexity by a large margin. Through experiments we show the efficacy of the proposed feature selection heuristics. The result shows that some heuristics outperform state-of-the-art feature selection algorithms.