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Articulation and Clarification of the Dendritic Cell Algorithm (2006)
Book Chapter
Greensmith, J., Aickelin, U., & Twycross, J. (2006). Articulation and Clarification of the Dendritic Cell Algorithm. In Artificial Immune Systems: 5th International Conference, ICARIS 2006, Oeiras, Portugal, September 4-6, 2006. ProceedingsSpringer. https://doi.org/10.1007/11823940_31

The Dendritic Cell algorithm (DCA) is inspired by recent work in innate immunity. In this paper a formal description of the DCA is given. The DCA is described in detail, and its use as an anomaly detector is illustrated within the context of computer... Read More about Articulation and Clarification of the Dendritic Cell Algorithm.

Artificial Immune Tissue using Self-Organizing Networks (2006)
Conference Proceeding
Feyereisl, J., & Aickelin, U. (2006). Artificial Immune Tissue using Self-Organizing Networks.

As introduced by Bentley et al. (2005), artificial immune systems (AIS) are lacking tissue, which is present in one form or another in all living multi-cellular organisms. Some have argued that this concept in the context of AIS brings little novelty... Read More about Artificial Immune Tissue using Self-Organizing Networks.

BOA for nurse scheduling (2006)
Book Chapter
Li, J., & Aickelin, U. (2006). BOA for nurse scheduling. In M. Pelikan, K. Sastry, & E. Cantú-Paz (Eds.), Scalable optimization via probabilistic modeling: from algorithms to applications. Springer

Our research has shown that schedules can be built mimicking a human scheduler by using a set of rules that involve domain knowledge. This chapter presents a Bayesian Optimization Algorithm (BOA)for the nurse scheduling problem that chooses such suit... Read More about BOA for nurse scheduling.

An immune inspired Network Intrusion Detection System utilising correlation (2006)
Book Chapter
Tedesco, G., & Aickelin, U. (2006). An immune inspired Network Intrusion Detection System utilising correlation. In T. Kovacs, & J. A. Marshall (Eds.), AISB '06: adaptation in artificial and biological systems. Society for the Study of Artificial Intelligence and the Simulation of Behaviour

Network Intrusion Detection Systems (NIDS) are computer systems which monitor a network with the aim of discerning malicious from benign activity on that network. While a wide range of approaches have met varying levels of success, most IDSs rely on... Read More about An immune inspired Network Intrusion Detection System utilising correlation.

Data Reduction in Intrusion Alert Correlation (2006)
Journal Article
Tedesco, G., & Aickelin, U. (2006). Data Reduction in Intrusion Alert Correlation. WSEAS Transactions on Computers,

Network intrusion detection sensors are usually built around low level models of network traffic. This means that their output is of a similarly low level and as a consequence, is difficult to analyze. Intrusion alert correlation is the task of autom... Read More about Data Reduction in Intrusion Alert Correlation.