Intrusion detection is the process of monitoring the events occurring in a computer system or network and analyzing them for signs of intrusions, defined as attempts to compromise the confidentiality, integrity, availability, or to bypass the security mechanisms of a computer or network. This paper proposes the development of an Intrusion Detection Program (IDP) which could detect known attack ...

In recent years several strategies for inferring gene regulatory networks from observed time series data of gene expression have been suggested based on Evolutionary Algorithms. But often only few problem instances are investigated and the proposed strategies are rarely compared to alternative strategies. In this paper we compare Evolution Strategies and Genetic Programming with respect to thei...

Abstract Graph representations promise several desirable properties for genetic programming (GP); multiple-output programs, natural of code reuse and, in many cases, an innate mechanism neutral drift. Each graph GP technique provides a program representation, operators and overarching evolutionary algorithm. This makes it difficult to identify the individual causes empirical differences, both b...