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

Authors: Bhavani Thuraisingham, Murat Kantarcioglu, Kevin Hamlen, Latifur Khan, Tim Finin, Anupam Joshi, Tim Oates, and Elisa Bertino

Book Title: IEEE Conference on Information Reuse and Integration,

Date: July 28, 2016

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.

Type: InProceedings

Publisher: IEEE Computer Society

Tags: security, cybersecurity

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