Abstract | ||
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This 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. |
Year | DOI | Venue |
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2016 | 10.1109/IRI.2016.10 | 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) |
Keywords | Field | DocType |
data driven approach,science of cyber security,SoS,data driven science,attack detection,attack mitigation,data trustworthiness,policy-based sharing,risk-based approach,security metrics | Ontology (information science),Data mining,Security through obscurity,Trusted Computing,Computer security,Computer science,Security service,Security analysis,Cloud computing security,Security information and event management,Computer security model | Conference |
ISBN | Citations | PageRank |
978-1-5090-3208-2 | 0 | 0.34 |
References | Authors | |
0 | 8 |
Name | Order | Citations | PageRank |
---|---|---|---|
Bhavani M. Thuraisingham | 1 | 2587 | 282.14 |
Murat Kantarcioglu | 2 | 2470 | 168.03 |
Kevin W. Hamlen | 3 | 706 | 43.54 |
Latifur Khan | 4 | 2323 | 178.68 |
Timothy W. Finin | 5 | 7345 | 821.22 |
Anupam Joshi | 6 | 5708 | 480.12 |
Tim Oates | 7 | 1069 | 190.77 |
Elisa Bertino | 8 | 14025 | 2128.50 |