Title
A Data Driven Approach for the Science of Cyber Security: Challenges and Directions
Abstract
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
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. Thuraisingham12587282.14
Murat Kantarcioglu22470168.03
Kevin W. Hamlen370643.54
Latifur Khan42323178.68
Timothy W. Finin57345821.22
Anupam Joshi65708480.12
Tim Oates71069190.77
Elisa Bertino8140252128.50