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» The Deterministic Dendritic Cell Algorithm
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CORR
2010
Springer
70views Education» more  CORR 2010»
13 years 5 months ago
The Deterministic Dendritic Cell Algorithm
Abstract. The Dendritic Cell Algorithm is an immune-inspired algorithm originally based on the function of natural dendritic cells. The original instantiation of the algorithm is a...
Julie Greensmith, Uwe Aickelin
CORR
2010
Springer
139views Education» more  CORR 2010»
13 years 5 months ago
Information Fusion for Anomaly Detection with the Dendritic Cell Algorithm
Dendritic cells are antigen presenting cells that provide a vital link between the innate and adaptive immune system, providing the initial detection of pathogenic invaders. Resea...
Julie Greensmith, Uwe Aickelin, Gianni Tedesco
ICARIS
2009
Springer
13 years 12 months ago
A Sense of 'Danger' for Windows Processes
The sophistication of modern computer malware demands run-time malware detection strategies which are not only efficient but also robust to obfuscation and evasion attempts. In thi...
Salman Manzoor, M. Zubair Shafiq, S. Momina Tabish...
CORR
2010
Springer
150views Education» more  CORR 2010»
13 years 5 months ago
Dendritic Cells for Real-Time Anomaly Detection
Dendritic Cells (DCs) are innate immune system cells which have the power to activate or suppress the ystem. The behaviour of human DCs is abstracted to form an algorithm suitable...
Julie Greensmith, Uwe Aickelin
GECCO
2009
Springer
127views Optimization» more  GECCO 2009»
13 years 12 months ago
Geometrical insights into the dendritic cell algorithm
This work examines the dendritic cell algorithm (DCA) from a mathematical perspective. By representing the signal processing phase of the algorithm using the dot product it is sho...
Thomas Stibor, Robert Oates, Graham Kendall, Jonat...