Publication | Closed Access
Self-nonself discrimination in a computer
1.3K
Citations
8
References
2002
Year
Unknown Venue
Artificial IntelligenceEngineeringInformation SecurityArtificial Immune SystemDiscriminationImmunologyImmunological ComputingChange DetectionSelf-nonself DiscriminationT CellsImmune SystemCognitive ScienceSelf-aware SystemAlgorithmic BiasDefense SystemsNetworked Computer SystemsComputer ScienceSystem ImmunologySystems ImmunologyAlgorithmic FairnessAnti-virus TechniqueMedicine
The problem of protecting computer systems can be viewed generally as the problem of learning to distinguish self from other. The authors describe a method for change detection which is based on the generation of T cells in the immune system. Mathematical analysis reveals computational costs of the system, and preliminary experiments illustrate how the method might be applied to the problem of computer viruses.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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