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EC
2007
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13 years 4 months ago
Revisiting Negative Selection Algorithms
This paper reviews the progress of negative selection algorithms, an anomaly/change detection approach in Artificial Immune Systems (AIS). Following its initial model, we try to ...
Zhou Ji, Dipankar Dasgupta
GECCO
2003
Springer
113views Optimization» more  GECCO 2003»
13 years 9 months ago
The Effect of Binary Matching Rules in Negative Selection
Negative selection algorithm is one of the most widely used techniques in the field of artificial immune systems. It is primarily used to detect changes in data/behavior patterns...
Fabio A. González, Dipankar Dasgupta, Jonat...
ICARIS
2004
Springer
13 years 9 months ago
Immune System Approaches to Intrusion Detection - A Review
The use of artificial immune systems in intrusion detection is an appealing concept for two reasons. Firstly, the human immune system provides the human body with a high level of ...
Uwe Aickelin, Julie Greensmith, Jamie Twycross
ICARIS
2005
Springer
13 years 9 months ago
Application Areas of AIS: The Past, The Present and The Future
After a decade of research into the area of Artificial Immune Systems, it is worthwhile to take a step back and reflect on the contributions that the paradigm has brought to the ...
Emma Hart, Jonathan Timmis
GECCO
2005
Springer
121views Optimization» more  GECCO 2005»
13 years 9 months ago
An evolutionary algorithm to generate hyper-ellipsoid detectors for negative selection
This paper introduces hyper-ellipsoids as an improvement to hyper-spheres as intrusion detectors in a negative selection problem within an artificial immune system. Since hyper-s...
Joseph M. Shapiro, Gary B. Lamont, Gilbert L. Pete...
CEC
2007
IEEE
13 years 10 months ago
AIS for misbehavior detection in wireless sensor networks: Performance and design principles
— A sensor network is a collection of wireless devices that are able to monitor physical or environmental conditions. These devices are expected to operate autonomously, be batte...
Martin Drozda, Sven Schaust, Helena Szczerbicka