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Augmenting surveillance system capabilities by exploiting event correlation and distributed attack detection
Ansaldo STS, Italy. (CPS)ORCID iD: 0000-0002-2833-7196
University of Naples “Federico II”, Italy.
Ansaldo STS, Italy ; University of Naples “Federico II”, Italy.
Ansaldo STS, Italy.
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2011 (English)In: Availability, Reliability and Security for Business, Enterprise and Health Information Systems. CD-ARES 2011, International Federation for Information Processing, 2011, p. 191-204Conference paper, Published paper (Refereed)
Abstract [en]

In recent years, several innovative security technologies have been developed. However, many of the novel sensing technologies (e.g. video analytics) do not always feature a high level of reliability. Very often, they need to be precisely tuned to fit specific installations and provide acceptable results. Furthermore, in large installations the number of surveillance operators is low with respect to the number of sensing devices, and operators' tasks include facing critical events, possibly including strategic terrorist attacks. In such human-in-the-loop systems, ergonomics and usability issues need to be carefully addressed to increase system performance in terms of detection probability and low rate of false/nuisance alarms. This paper describes a multi-sensor event correlation approach for augmenting the capabilities of distributed surveillance systems. The aim is to provide advanced early warning, situation awareness and decision support features. The effectiveness of the framework is proved considering threat scenarios of public transportation systems.

Place, publisher, year, edition, pages
International Federation for Information Processing, 2011. p. 191-204
Series
Lecture Notes in Computer Science, ISSN 0302-9743 ; 6908
Keywords [en]
Event Correlation, Physical Security, Situation Awareness, Surveillance Systems, Critical events, Decision supports, Detection probabilities, Distributed attack detection, Distributed surveillance systems, Early warning, Human-in-the-loop, Low rates, Multi sensor, Public transportation systems, Security technology, Sensing devices, Sensing technology, Terrorist attacks, Threat scenarios, Decision support systems, Ergonomics, Health risks, Information systems, Innovation, Reliability, Security systems, Sensors, Monitoring
National Category
Embedded Systems
Research subject
Computer Science, Software Technology
Identifiers
URN: urn:nbn:se:lnu:diva-73678DOI: 10.1007/978-3-642-23300-5_15Scopus ID: 2-s2.0-80052309580ISBN: 9783642232992 (print)ISBN: 9783642233005 (electronic)OAI: oai:DiVA.org:lnu-73678DiVA, id: diva2:1213879
Conference
International Cross Domain Conference and Workshop on Availability, Reliability and Security for Business, Enterprise and Health Information Systems, ARES 2011; Vienna; Austria; 22-26 August 2011; Code 86298
Available from: 2018-06-05 Created: 2018-06-05 Last updated: 2019-03-07Bibliographically approved

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Flammini, Francesco

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CiteExportLink to record
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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf