Artificial Immune Systems are inspired by biological immune systems, and are characterized by interesting properties such as error tolerance, adaptation and self-monitoring. An area where they found wide application is anomaly detection in information systems, including intrusion detection. In this work we propose to extend the Artificial Immune System (AIS) paradigm from its typical application domain, computer system security, to ambient intelligence. AISs can be used to respond adaptively to real word anomalies in controlled environments. Here the counterpart of perceptual functions and detection capabilities can be provided by device intelligence, e.g. in terms of multimedia interpretation.

An artificial immune system approach to anomaly detection in multimedia ambient intelligence / G. Gianini, M. Anisetti, A. Azzini, V. Bellandi, E. Damiani, S. Marrara - In: 3. IEEE international conference on digital ecosystems and technologies : DEST 2009 : 1-3 june 2009, Istanbul, Turkey : proceedings / [a cura di] [s.n.]. - Piscataway : Institute of electrical and electronics engineers, 2009. - ISBN 9781424423453. - pp. 502-506 (( Intervento presentato al 3. convegno IEEE International Conference on Digital Ecosystems and Technologies (DEST) tenutosi a Istanbul nel 2009.

An artificial immune system approach to anomaly detection in multimedia ambient intelligence

G. Gianini
Primo
;
M. Anisetti
Secondo
;
A. Azzini;V. Bellandi;E. Damiani
Penultimo
;
S. Marrara
Ultimo
2009

Abstract

Artificial Immune Systems are inspired by biological immune systems, and are characterized by interesting properties such as error tolerance, adaptation and self-monitoring. An area where they found wide application is anomaly detection in information systems, including intrusion detection. In this work we propose to extend the Artificial Immune System (AIS) paradigm from its typical application domain, computer system security, to ambient intelligence. AISs can be used to respond adaptively to real word anomalies in controlled environments. Here the counterpart of perceptual functions and detection capabilities can be provided by device intelligence, e.g. in terms of multimedia interpretation.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/2434/68949
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