A Data Driven Approach for the Science of Cyber Security: Challenges and Directions

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dc.contributor.authorThuraisingham, Bhavani
dc.contributor.authorKantarcioglu, Murat
dc.contributor.authorHamlen, Kevin
dc.contributor.authorKhan, Latifur
dc.contributor.authorFinin, Tim
dc.contributor.authorJoshi, Anupam
dc.contributor.authorOates, Tim
dc.contributor.authorBertino, Elisa
dc.date.accessioned2018-10-30T16:59:27Z
dc.date.available2018-10-30T16:59:27Z
dc.date.issued2016-12-19
dc.descriptionIEEE Conference on Information Reuse and Integrationen_US
dc.description.abstractThis paper describes a data driven approach to studying the science of cyber security (SoS). It argues that science is driven by data. It then describes issues and approaches towards the following three aspects: (i) Data Driven Science for Attack Detection and Mitigation, (ii) Foundations for Data Trustworthiness and Policy-based Sharing, and (iii) A Risk-based Approach to Security Metrics. We believe that the three aspects addressed in this paper will form the basis for studying the Science of Cyber Security.en_US
dc.description.sponsorshipWe acknowledge the support of AFOSR (contract MURI FA9550-08-1-0265) for this work. We thank Dr. Robert Herklotz for his encouragement.en_US
dc.description.urihttps://ieeexplore.ieee.org/document/7785719/citations?tabFilter=papers#citationsen_US
dc.format.extent10 pagesen_US
dc.genreconference papers and proceedings pre-printen_US
dc.identifierdoi:10.13016/M2959CC1J
dc.identifier.citationBhavani Thuraisingham, Murat Kantarcioglu, Kevin Hamlen, Latifur Khan, Tim Finin, Anupam Joshi, Tim Oates, and Elisa Bertino, A Data Driven Approach for the Science of Cyber Security: Challenges and Directions, 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) , 10.1109/IRI.2016.10en_US
dc.identifier.uri10.1109/IRI.2016.10
dc.identifier.urihttp://hdl.handle.net/11603/11792
dc.language.isoen_USen_US
dc.publisherIEEEen_US
dc.relation.isAvailableAtThe University of Maryland, Baltimore County (UMBC)
dc.relation.ispartofUMBC Computer Science and Electrical Engineering Department Collection
dc.relation.ispartofUMBC Faculty Collection
dc.rightsThis item is likely protected under Title 17 of the U.S. Copyright Law. Unless on a Creative Commons license, for uses protected by Copyright Law, contact the copyright holder or the author.
dc.rights© 2016 IEEE
dc.subjecttrusted computingen_US
dc.subjectsecurity of dataen_US
dc.subjectComputer securityen_US
dc.subjectMeasurementen_US
dc.subjectOntologiesen_US
dc.subjectdata driven approachen_US
dc.subjectsecurity metricsen_US
dc.subjectpolicy-based sharingen_US
dc.subjectUMBC Ebiquity Research Groupen_US
dc.subjectscience of cyber securityen_US
dc.titleA Data Driven Approach for the Science of Cyber Security: Challenges and Directionsen_US
dc.typeTexten_US

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