All Outputs (2)

DCA for bot detection (2008)
Book Chapter
Al-Hammadi, Y., Aickelin, U., & Greensmith, J. (2008). DCA for bot detection. In IEEE Congress on Evolutionary Computation, 2008: CEC 2008. IEEE

Ensuring the security of computers is a non-trivial task, with many techniques used by malicious users to compromise these systems. In recent years a new threat has emerged in the form of networks of hijacked zombie machines used to perform complex d... Read More about DCA for bot detection.

Further exploration of the Dendritic Cell Algorithm: antigen multiplier and time windows (2008)
Book Chapter
Gu, F., Greensmith, J., & Aickelin, U. (2008). Further exploration of the Dendritic Cell Algorithm: antigen multiplier and time windows. In P. Bentley, D. Lee, & S. Jung (Eds.), Artificial immune systems: 7th international conference, ICARIS 2008, Phuket, Thailand, August 10-13, 2008: proceedings. Springer

As an immune-inspired algorithm, the Dendritic Cell Algorithm (DCA), produces promising performance in the field of anomaly detection. This paper presents the application of the DCA to a standard data set, the KDD 99 data set. The results of differen... Read More about Further exploration of the Dendritic Cell Algorithm: antigen multiplier and time windows.